Best Robotic Process Automation (RPA) Software

How Many Robotic Process Automation (RPA) Software Products Does G2 Track?

Total Products under this Category: 208

Category Stats (Sep 2026)

  • Average Rating: 4.53/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Tango (+0.04%) - Among all products in this category, Tango recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Robotic Process Automation (RPA) Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 24,600+ Authentic Reviews
  • 208+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Robotic Process Automation (RPA) Software

G2 Grid® for Robotic Process Automation (RPA) Software plotting products by satisfaction and market presence

Highlighted products: UiPath Agentic Automation, Zapier, Microsoft Power Automate, Automation Anywhere Agentic Process Automation, IBM Robotic Process Automation (RPA), Apify, PIX RPA, and Appian.

Underlying data: [Grid® JSON](https://www.g2.com/categories/robotic-process-automation-rpa/grids.json?focus%5B%5D=uipath-agentic-automation&focus%5B%5D=zapier&focus%5B%5D=microsoft-power-automate&focus%5B%5D=automation-anywhere-agentic-process-automation&focus%5B%5D=ibm-robotic-process-automation-rpa&focus%5B%5D=apify&focus%5B%5D=pix-rpa&focus%5B%5D=appian)

UiPath Agentic Automation

UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence.

Average Rating: 4.6/5.0

Total Reviews: 6,134

How Do G2 Users Rate UiPath Agentic Automation?

  • Visual Editor: 9.1/10 (Category avg: 8.6/10)
  • Quality of Support: 8.8/10 (Category avg: 9.1/10)
  • Custom Automation: 8.9/10 (Category avg: 8.8/10)
  • Collaboration: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind UiPath Agentic Automation?

  • Seller: UiPath
  • Company Website:
  • Year Founded: 2005
  • HQ Location: New York
  • Twitter: @UiPath
    108,104 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,142 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: RPA Developer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 51% Large, 29% Medium

What Do G2 Reviewers Say About UiPath Agentic Automation?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of UiPath Agentic Automation, making it simple for developers to integrate and automate tasks.
  • Users appreciate the advanced AI capabilities of UiPath Agentic Automation, enhancing adaptability and seamless workflow integration.
  • Users value the seamless integration of AI with automation in UiPath Agentic Automation for handling complex tasks.
  • Users commend the automation ease of UiPath Agentic Automation, benefiting from its advanced AI capabilities and orchestration.
  • Users value the efficiency of UiPath Agentic Automation, enjoying streamlined automation solutions that save time and effort.
Cons
  • Users find the product expensive, with high licensing costs compared to other RPA tools, impacting overall value.
  • Users find the learning curve challenging, especially with agent training and required programming knowledge for non-tech individuals.
  • Users find the complexity of UiPath Agentic Automation overwhelming, especially when navigating advanced features and setups.
  • Users find the missing features in UiPath, such as modern folder access, hinder their overall experience.
  • Users feel that the pricing issues of UiPath Agentic Automation are too high, affecting repurchase decisions.

What Are Recent G2 Reviews of UiPath Agentic Automation?

What Are G2 Users Discussing About UiPath Agentic Automation?

Zapier

Zapier is the #1 workflow automation platform for businesses that want to grow faster by maximizing the efficiency of their teams, tools, and processes without relying on development teams. With our new visual editor, free Filter and Formatter tasks for more control, and reduced task-based pricing, you're going love automating with Zapier. It's free to sign up — no credit card required — and creating your first workflow, what we call a "Zap," is just a few clicks away. Since 2011, over 2 million business have turned to Zapier for their automation needs, including: lead management, sales pipeline, marketing campaigns, customer support, data management, project management, and tickets and incidents.

Average Rating: 4.5/5.0

Total Reviews: 2,064

How Do G2 Users Rate Zapier?

  • Quality of Support: 8.4/10 (Category avg: 9.1/10)

Who Is the Company Behind Zapier?

  • Seller: Zapier
  • Company Website:
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • Twitter: @zapier
    95,859 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,521 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, CEO
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 70% Small, 24% Medium

What Do G2 Reviewers Say About Zapier?

AI-generated summary from verified user reviews

Pros
  • Users find Zapier's ease of use remarkable, simplifying automation and app integrations without the need for technical skills.
  • Users value Zapier's seamless automation, effectively connecting apps and streamlining workflows for increased efficiency.
  • Users value the extensive integrations Zapier offers, streamlining tasks across their essential tools effortlessly.
  • Users love the easy integrations of Zapier, allowing seamless connections between tools for efficient automation.
  • Users enjoy time-saving automation with Zapier, seamlessly connecting apps and streamlining repetitive tasks efficiently.
Cons
  • Users find the cost of Zapier to be high, especially for accessing advanced features and integrations.
  • Users find the complexity of setup and feature navigation challenging, complicating their ability to test effectively.
  • Users find pricing issues with Zapier, as premium features come at a much higher cost than expected for small projects.
  • Users find the learning curve overwhelming due to the extensive integrations, making it challenging to build efficient zaps.
  • Users express frustration with Zapier's limited features, making it challenging for smaller teams and specific use cases.

What Are Recent G2 Reviews of Zapier?

What Are G2 Users Discussing About Zapier?

Microsoft Power Automate

Optimize business processes across your organization with a cloud-first, comprehensive automation platform, powered by low-code and AI. Modernize and integrate operations at scale, maintain visibility and control with enterprise-grade governance, monitor and protect your data, and continuously improve with process insights.

Average Rating: 4.4/5.0

Total Reviews: 1,040

How Do G2 Users Rate Microsoft Power Automate?

  • Visual Editor: 8.3/10 (Category avg: 8.6/10)
  • Quality of Support: 8.0/10 (Category avg: 9.1/10)
  • Custom Automation: 8.1/10 (Category avg: 8.8/10)
  • Collaboration: 8.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Microsoft Power Automate?

  • Seller: Microsoft
  • Company Website:
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, RPA Developer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 34% Medium, 33% Large

What Do G2 Reviewers Say About Microsoft Power Automate?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Microsoft Power Automate, making tool development simple and intuitive.
  • Users highlight the seamless integration with M365, enabling efficient workflow automation and saving significant time.
  • Users value the easy integrations with Office 365 apps, simplifying workflow design and automation of tasks.
  • Users value the seamless integrations with various applications, enhancing productivity and simplifying workflows effortlessly.
  • Users value the process automation capabilities of Power Automate, significantly saving time and reducing errors.
Cons
  • Users find the complexity of Microsoft Power Automate challenging, especially for beginners and large-scale workflows.
  • Users experience slow performance with Microsoft Power Automate, facing frustrations with loading times and lengthy workflows.
  • Users find the bugs and debugging issues in Power Automate frustrating, impacting usability and efficiency significantly.
  • Users find the high license fees of Microsoft Power Automate excessive, impacting overall value for less active users.
  • Users experience software bugs that lead to inconvenient workflow failures and slow troubleshooting processes in Power Automate.

What Are Recent G2 Reviews of Microsoft Power Automate?

What Are G2 Users Discussing About Microsoft Power Automate?

Automation Anywhere Agentic Process Automation

Automation Anywhere Agentic Process Automation (APA) is an enterprise platform that orchestrates AI agents, RPA bots, APIs, documents, and human expertise as a single governed system of work. APA transforms what is possible with automation — orchestrating every instrument of work across every system, with execution grounded in process expertise, and end-to-end process governance across every agent, every step, and every decision. It turns individual capabilities into compounded business transformation. With the APA platform, you can optimize what already runs your business and expand into what has never been feasible before. What's inside the platform Process Reasoning Engine (PRE) — the decision layer. Goal-driven AI agents plan, act, adapt, and self-correct in real time as conditions change. Mozart Orchestrator — a unified composer that manages decisions, dependencies, context, and exceptions across agents, automations, documents, and APIs. AI Agent Studio — a low-code workspace for building AI agents on foundational models from Amazon Bedrock, Google Vertex AI, Azure OpenAI, OpenAI, and others. Automator AI — generative AI–powered automation development across any application, cloud or on-premises. Document Automation — processes unstructured documents at over 95% accuracy, and 5x faster with Cloud Extraction Service for large-scale extraction. Process Discovery — surfaces bottlenecks and identifies what to automate next. Automation Co-Pilot — triggers multi-step agentic workflows in natural language, inside the applications teams already use. Governance built in, not bolted on Every agent, action, and decision runs inside enterprise controls: fine-grained role-based access control (RBAC), AES-256 encryption at rest, TLS in transit, native audit logs with SIEM integration, and human-in-the-loop oversight. Automation Anywhere maintains SOC 1 Type 2, SOC 2 Type 2, ISO 27001, ISO 22301, and HITRUST certifications, and supports GDPR compliance. Proven in production 1,500+ live APA deployments, 400M+ automations run per year, and 1.8M+ unique AI agent executions across 26 global regions. Bancolombia — 1,300% ROI in the first year and a 50% increase in customer service efficiency JBS — $1M and 125,000 hours saved in IT Granite Telecom — $635,000 in monthly savings and 15,000 hours saved per month Ricoh — 500 days of operational time saved per month SoftBank Corp. — 85% reduction in recruitment hours Who it's for Enterprise operations, IT, finance, HR, customer service, and shared services teams in banking, insurance, healthcare, life sciences, manufacturing, telecommunications, and the public sector — wherever complex, cross-system work has to run reliably and be governed. Learn more at https://www.automationanywhere.com.

Average Rating: 4.5/5.0

Total Reviews: 4,090

How Do G2 Users Rate Automation Anywhere Agentic Process Automation?

  • Visual Editor: 8.7/10 (Category avg: 8.6/10)
  • Quality of Support: 8.7/10 (Category avg: 9.1/10)
  • Custom Automation: 8.6/10 (Category avg: 8.8/10)
  • Collaboration: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Automation Anywhere Agentic Process Automation?

  • Seller: Automation Anywhere
  • Company Website:
  • Year Founded: 2003
  • HQ Location: San Jose, CA
  • Twitter: @AutomationAnywh
    55,050 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,327 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: RPA Developer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 59% Large, 23% Medium

What Do G2 Reviewers Say About Automation Anywhere Agentic Process Automation?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use in Automation Anywhere Agentic Process Automation for simplifying RPA bot creation and management.
  • Users value the ease of automating repetitive tasks with Automation Anywhere, enhancing productivity and efficiency effortlessly.
  • Users appreciate the efficiency of Automation Anywhere, highlighting its ease of use and significant impact on productivity.
  • Users value the automation ease of Automation Anywhere, enabling non-coders to effortlessly build bots and streamline tasks.
  • Users appreciate the intuitive interface of Automation Anywhere, making automation easy and enhancing overall efficiency.
Cons
  • Users find Automation Anywhere's pricing model to be expensive and complex, which can be challenging for small teams.
  • Users find the steep learning curve challenging, especially for beginners navigating advanced features and debugging workflows.
  • Users find the missing features of Automation Anywhere Agentic Process Automation frustrating, limiting their workflow capabilities.
  • Users experience software bugs causing issues like errors in automation and problems with browser extensions.
  • Users often face bot issues including complex debugging and integration challenges, affecting overall usability and performance.

What Are Recent G2 Reviews of Automation Anywhere Agentic Process Automation?

What Are G2 Users Discussing About Automation Anywhere Agentic Process Automation?

IBM Robotic Process Automation (RPA)

IBM’s market-leading, AI-powered IBM® Robotic Process Automation (RPA) technology is a complete task automation software that enables clients to automate more of their time-consuming, tedious and repetitive work. To help clients get started quickly and automate more business and IT processes at scale, as the demands of their business grow, IBM RPA offers simple licensing and deployment options. Software robots, or bots, can act on AI insights to complete tasks with no lag time and enable you to achieve digital transformation.

Average Rating: 4.7/5.0

Total Reviews: 271

How Do G2 Users Rate IBM Robotic Process Automation (RPA)?

  • Visual Editor: 9.1/10 (Category avg: 8.6/10)
  • Quality of Support: 9.2/10 (Category avg: 9.1/10)
  • Custom Automation: 9.1/10 (Category avg: 8.8/10)
  • Collaboration: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind IBM Robotic Process Automation (RPA)?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Who Uses This: Developer, Software Engineer
  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 42% Small, 37% Medium

What Do G2 Reviewers Say About IBM Robotic Process Automation (RPA)?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in defining processes and integrating chatbots with IBM RPA remarkably beneficial.
  • Users appreciate the easy chatbot integration feature of IBM RPA, enhancing workflow efficiency and customer service accuracy.
  • Users find process simplification in IBM RPA easy, enabling quick definition of necessary actions and workflows.
  • Users love the easy integration of chatbots in IBM RPA, enhancing efficiency in handling customer queries accurately.
Cons
  • Users find the difficult setup process time-consuming, especially with multiple third-party programs involved.

What Are Recent G2 Reviews of IBM Robotic Process Automation (RPA)?

What Are G2 Users Discussing About IBM Robotic Process Automation (RPA)?

Apify

Apify is the largest marketplace of tools for AI. At its core is Apify Store, a marketplace where builders create, publish, and monetize tools called Actors. Actors are serverless cloud programs that get web data and automate tasks on the web. Builders create them with JavaScript or Python. Build an Actor once and publish it to Apify Store. Thousands of builders already have. Earn when others use it - Apify handles all the infrastructure, billing, and monthly payouts. For everyone else, Apify means never building from scratch. Apify Store has thousands of ready-to-run Actors for extracting Amazon product data, scraping Google Maps listings, monitoring competitor prices, pulling social media content, generating leads, and hundreds of other jobs on the web. Pick the Actor you need, run it, and get your data. Behind the scenes, Actors handle proxy rotation, CAPTCHA solving, JavaScript rendering, headless browsers, scaling, storage, and scheduling. The Apify platform runs with 99.95% uptime. It's SOC 2 Type II, GDPR, and CCPA compliant, and trusted by companies and organizations such as Intercom, Groupon, and the European Commission. Run Actors through Apify Console, integrate them with Zapier and Make, or connect them to AI frameworks like LangChain and Hugging Face to feed LLMs and vector databases. Apify's MCP server lets AIs like Claude discover and use Actors as tools dynamically, so an agent can ask "find the top 10 Indian restaurants in San Francisco" and automatically use the right Actor to get that data. Use cases span competitive intelligence, lead generation, market research, SEO monitoring, and crawling websites for AI context. If there's data on the web, there's probably an Actor for it. Apify has residential and datacenter proxies, browser automation with Puppeteer and Playwright, automatic retries, error handling, monitoring dashboards, and APIs. Schedule runs to keep data fresh and export to JSON, CSV, Excel, Google Sheets, databases, or push straight into your workflows. Beyond Apify Store, the Professional Services team builds and maintains custom solutions with dedicated data experts and long-term project maintenance. Start free with $5 in prepaid monthly platform usage; paid plans scale with compute, storage, and proxy usage (see https://apify.com/pricing).

Average Rating: 4.7/5.0

Total Reviews: 609

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How Do G2 Users Rate Apify?

  • Visual Editor: 8.6/10 (Category avg: 8.6/10)
  • Quality of Support: 9.0/10 (Category avg: 9.1/10)
  • Custom Automation: 9.5/10 (Category avg: 8.8/10)
  • Collaboration: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Apify?

  • Seller: Apify
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Praha, CZ
  • Twitter: @apify
    8,456 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    263 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, CEO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 83% Small, 9% Medium

What Do G2 Reviewers Say About Apify?

AI-generated summary from verified user reviews

Pros
  • Users find Apify incredibly easy to integrate into their workflows, saving time with its unique agents.
  • Users value the unique agents and diverse features of Apify, making web scraping efficient and user-friendly.
  • Users appreciate the scraping efficiency of Apify, benefiting from quick setups and diverse pre-built actors.
  • Users value the automation features of Apify, streamlining tasks and providing real-time market intelligence effortlessly.
  • Users enjoy the easy integrations with Apify, enabling swift connections to services and enhancing their workflow efficiency.
Cons
  • Users express concerns over pricing issues, preferring outright purchases and lower subscription costs for scrapers.
  • Users find the product expensive and prefer options for outright purchases and reduced pricing plans.
  • Users face a steep learning curve with Apify, complicating onboarding and ease of use for beginners.
  • Users face a steep learning curve with Apify, making it challenging for beginners to adapt and utilize effectively.
  • Users experience a steep learning curve, particularly beginners, making navigation and usage quite challenging.

What Are Recent G2 Reviews of Apify?

What Are G2 Users Discussing About Apify?

PIX RPA

PIX RPA is an intelligent automation platform that combines RPA, AI, and BPM to help businesses automate processes, improve efficiency, and scale operations. Advantages of PIX RPA Platform: - Built-in IDP for intelligent document automation; - Enterprise-ready platform with robust scalability; - PROM Framework for flexible process modeling; - Integrated AI support for smarter decision-making; - Centralized orchestration with BPM tools; - Multi-platform compatibility for diverse systems. PIX Platform Components: - PIX Studio: Tool for creating and designing software robots; - PIX Robot: Execution module that runs automated algorithms; - PIX Master (On-premise & Cloud): Administration console to manage multiple robots and processes; - PIX Runner: Application for running and operating robots on a user’s device; - PIX Converter: Tool for automated migration of UiPath projects to PIX RPA; - PIX Analytics Module: A new component that enables real-time monitoring of automation results and evaluation of PIX RPA implementation impact through advanced data visualizations and performance insights; - PIX Smart Module: Intelligent add-on that enhances automation capabilities through AI-driven decision-making, adaptive process optimization, and predictive analytics. Key Benefits: - Faster automation speed than traditional methods; - Accelerated process execution with improved quality; - Enhanced compliance and reduced operational risks; - Higher employee satisfaction through task automation; - Quick ROI with scalable and intelligent automation.

Average Rating: 4.8/5.0

Total Reviews: 233

How Do G2 Users Rate PIX RPA?

  • Visual Editor: 9.1/10 (Category avg: 8.6/10)
  • Quality of Support: 9.4/10 (Category avg: 9.1/10)
  • Custom Automation: 9.1/10 (Category avg: 8.8/10)
  • Collaboration: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind PIX RPA?

Who Uses This Product?

  • Who Uses This: Desarrollador, Estudiante
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 68% Small, 19% Medium

What Do G2 Reviewers Say About PIX RPA?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of PIX RPA, highlighting its intuitive interface and quick setup for bot creation.
  • Users appreciate the efficiency of automation in PIX RPA, simplifying repetitive tasks and enhancing productivity.
  • Users love the intuitive interface of PIX RPA, making bot creation fast and accessible without extensive coding.
  • Users appreciate the friendly and easy-to-use interface of PIX RPA, enhancing their overall experience and satisfaction.
  • Users appreciate the intuitive visual editor and AI features of PIX RPA, enabling quick and complex automation tasks.
Cons
  • Users note the missing features in PIX RPA, particularly in advanced AI capabilities and customization options.
  • Users note the limited integration issues with PIX RPA, particularly regarding support for various AI models.
  • Users note the limited features of PIX RPA, particularly in AI capabilities and multi-step planning integrations.
  • Users note limited features in PIX RPA, especially regarding AI capabilities and documentation for niche integrations.
  • Users find the difficult learning curve of PIX RPA challenging, especially transitioning from Python to its graphical interface.

What Are Recent G2 Reviews of PIX RPA?

Appian

Appian is an enterprise AI process automation platform that helps organizations orchestrate, automate, and transform complex end-to-end workflows. The platform connects AI models, enterprise systems, data sources, digital workers, and human teams to accelerate operations, reduce operational costs, and manage enterprise risk. Built primarily for large enterprises and government entities, Appian supports mission-critical applications across core business functions like financial services, insurance, pharmaceuticals, and public sector operations. Key Features and Capabilities Deterministic Process Orchestration: Provides a structured workflow layer that coordinates AI agents, automated rules, legacy systems, and human workers to ensure predictable and reliable execution of enterprise tasks. Data Fabric Technology: Unifies enterprise data across disparate systems into a virtualized data model without needing to migrate or replicate underlying databases, delivering real-time operational context to AI agents and end users. Enterprise AI Control & Governance: Incorporates built-in guardrails, full auditability, and monitoring tools to maintain policy compliance, enforce row-level security, and eliminate unauthorized actions. Spec-Driven Development: Combines visual process modeling with AI-assisted application creation, allowing business analysts and developers to collaborate on visual plans and deploy applications with pre-configured scalability and high availability. Flexible AI Deployment: Supports a portfolio approach to digital workers by integrating native AI features, external frontier models, and traditional automation tools like business rules and Robotic Process Automation (RPA). By operating as an agility layer over existing legacy systems, the platform enables organizations to modernize operational software without undergoing disruptive core replacements. Built-in process intelligence allows teams to continually monitor performance metrics, pinpoint workflow bottlenecks, and optimize overall business efficiency.

Average Rating: 4.5/5.0

Total Reviews: 442

How Do G2 Users Rate Appian?

  • Visual Editor: 8.6/10 (Category avg: 8.6/10)
  • Quality of Support: 8.5/10 (Category avg: 9.1/10)
  • Custom Automation: 8.3/10 (Category avg: 8.8/10)
  • Collaboration: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Appian?

  • Seller: Appian
  • Company Website:
  • Year Founded: 1999
  • HQ Location: McLean, Virginia
  • Twitter: @Appian
    16,293 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,652 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Manager, Consultant
  • Top Industries: Financial Services, Banking
  • Company Size: 57% Large, 28% Medium

What Do G2 Reviewers Say About Appian?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in Appian, allowing for seamless workflow automation without coding skills.
  • Users value the automation capabilities of Appian, allowing rapid development of workflows without coding expertise.
  • Users commend Appian for its fast application development through a comprehensive low-code platform and robust integrations.
  • Users appreciate the AI capabilities of Appian, enhancing efficiency through automation and intelligent content handling.
  • Users value the AI capabilities of Appian, enhancing efficiency through automation and improving overall user experience.
Cons
  • Users feel that Appian has limited features, especially in security enhancements and automation capabilities compared to competitors.
  • Users find Appian to be expensive compared to other low-code tools, making it challenging for small businesses.
  • Users find limited flexibility in Appian, facing restrictions on performance and dependence on database work for integrations.
  • Users find the complexity of Appian challenging, particularly in tailoring solutions and managing version control effectively.
  • Users find limited customization in Appian's interface, making it challenging to meet specific branding needs efficiently.

What Are Recent G2 Reviews of Appian?

What Are G2 Users Discussing About Appian?

ServiceNow Workflow Data Fabric

Workflow Data Fabric is the AI‑ready data foundation of the ServiceNow AI Platform. It connects to any data—structured, unstructured, and streaming—contextualizes it with business meaning and governance, and controls it with lineage and policies so employees and AI agents can confidently act on real‑time information to prevent disruptions, resolve requests faster, and optimize operations—all on one platform. How Workflow Data Fabric turns data into instant action Connect Unify data from systems like Salesforce, SAP, Workday, data lakes, and event streams in real time without duplication or fragile point‑to‑point integrations. With Zero Copy Connectors, Stream Connect, External Content Connectors, and Integration Hub, Workflow Data Fabric simplifies architecture and cuts integration cost and time. Contextualize Give data business meaning and make it trustworthy with an active Data Catalog, embedded governance, and lineage. Use Knowledge Graph to map relationships (e.g., customers, assets, orders) so AI agents and workflows understand context and make accurate decisions in the flow of work. Control Apply policies, permissions, and compliance guards across connected sources so the right people and AI agents access the right data, at the right time, with full auditability and traceability—no more shadow copies or opaque pipelines.

Average Rating: 4.3/5.0

Total Reviews: 149

How Do G2 Users Rate ServiceNow Workflow Data Fabric?

  • Visual Editor: 8.7/10 (Category avg: 8.6/10)
  • Quality of Support: 8.5/10 (Category avg: 9.1/10)
  • Custom Automation: 8.9/10 (Category avg: 8.8/10)
  • Collaboration: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind ServiceNow Workflow Data Fabric?

  • Seller: ServiceNow
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • Twitter: @servicenow
    55,548 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35,078 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Large, 29% Medium

What Do G2 Reviewers Say About ServiceNow Workflow Data Fabric?

AI-generated summary from verified user reviews

Pros
  • Users find ServiceNow's ease of use enhances workflow management, allowing seamless integration and automation with minimal effort.
  • Users value the seamless integrations of ServiceNow Workflow Data Fabric, enhancing collaboration and streamlining processes across departments.
  • Users appreciate the low-code automation of ServiceNow Workflow Data Fabric, simplifying integrations and enhancing workflow management.
  • Users value the efficiency improvement from ServiceNow Workflow Data Fabric, enhancing operations and reducing manual effort significantly.
  • Users value the unified data access of ServiceNow Workflow Data Fabric, enhancing efficiency and simplifying decision-making across workflows.
Cons
  • Users find the complex setup of ServiceNow Workflow Data Fabric challenging, requiring significant time and expertise for proper configuration.
  • Users find the difficult setup of ServiceNow Workflow Data Fabric time-consuming and challenging, impacting accessibility and integration.
  • Users find the pricing quite expensive, making it challenging for smaller teams to justify the costs.
  • Users experience slow performance when handling large datasets, impacting efficiency and responsiveness during data operations.
  • Users find the complexity of learning and managing features in ServiceNow Workflow Data Fabric challenging for new users.

What Are Recent G2 Reviews of ServiceNow Workflow Data Fabric?

SAP Business Technology Platform

SAP Business Technology Platform (SAP BTP) is a multi-cloud platform-as-a-Service optimized to work with SAP solutions. It is a unified platform of technologies SAP uses for its own innovation, to extend and integrate business applications, and to infuse artificial intelligence and context-aware business data. SAP BTP brings together intelligent enterprise applications with database and data management, analytics, integration and extension capabilities into one platform for both cloud and hybrid environments, including hundreds of prebuilt business content and integrations for faster time-to-value. It can be used to create personalized experiences across business processes, build applications, analytics, and integrations faster, and to run mission-critical innovation confidently on major cloud providers' infrastructure fully managed by SAP. SAP BTP offers a range of capabilities and services that: - offers fit-for-purpose tools and services that are optimized for SAP applications along with composable bespoke business processes - provides an open environment with pre-built connectors to 3rd party apps and the availability to run on leading hyperscaler IaaS Clouds (AWS, Azure, GCP, etc.) connects AI & ML into business processes to enhance intelligence, automation, and productivity - delivers security and improved insights by keeping contextual data close to core business processes and applications - enables future-proofing by keeping core systems clean, greatly reducing technical debt to take advantage of cloud economics

Average Rating: 4.4/5.0

Total Reviews: 396

How Do G2 Users Rate SAP Business Technology Platform?

  • Visual Editor: 8.5/10 (Category avg: 8.6/10)
  • Quality of Support: 8.5/10 (Category avg: 9.1/10)
  • Custom Automation: 8.3/10 (Category avg: 8.8/10)
  • Collaboration: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Business Technology Platform?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Who Uses This: Software Engineer, System Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 39% Large, 36% Medium

What Do G2 Reviewers Say About SAP Business Technology Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SAP BTP, enabling seamless integration and intuitive app development in one platform.
  • Users value the seamless integrations of SAP BTP, enhancing connectivity and efficiency across various applications and services.
  • Users value the seamless integration capabilities of SAP Business Technology Platform, enabling effortless connections with various applications.
  • Users appreciate the comprehensive integration of SAP BTP, enabling seamless data management, app development, and enhanced flexibility.
  • Users appreciate the centralized data management of SAP BTP, seamlessly connecting tools and fostering innovation.
Cons
  • Users experience a significant learning curve with SAP BTP, making initial navigation and setup challenging for newcomers.
  • Users report a steep learning curve with SAP BTP, as its complexity can overwhelm newcomers to the platform.
  • Users find the pricing structure complex, making it difficult to monitor costs effectively with SAP BTP.
  • Users often face a steep learning difficulty with SAP BTP, especially those unfamiliar with SAP systems.
  • Users find the difficult learning curve of SAP BTP can be overwhelming, requiring extensive time and experience.

What Are Recent G2 Reviews of SAP Business Technology Platform?

What Are G2 Users Discussing About SAP Business Technology Platform?

Automate®

Automate® is a robotic process automation (RPA) solution designed to help users streamline repetitive manual tasks across various business processes. By utilizing no-code features, Automate® makes RPA accessible to individuals and organizations regardless of their coding experience. This user-friendly approach allows businesses to enhance efficiency and productivity by automating tasks that would otherwise require significant manual effort. The target audience for Automate® includes businesses of all sizes looking to optimize their operations. From small teams focusing on specific tasks to large enterprises aiming for comprehensive automation across multiple departments, Automate® caters to a wide range of use cases. Organizations can start with automating a single task within one department and gradually scale their automation efforts to encompass enterprise-wide workflows. This flexibility enables users to adapt their automation strategies as their needs evolve, ensuring that they can keep pace with the fast-changing business landscape. Key features of Automate® include its intuitive drag-and-drop interface, which allows users to create automation workflows without any programming knowledge. This feature is particularly beneficial for organizations that want to empower their employees to take part in automation initiatives without the need for extensive training. Additionally, Automate® supports integration with various applications and systems, enabling users to automate virtually any IT or business process seamlessly. This capability not only enhances operational efficiency but also reduces the risk of human error, leading to more reliable outcomes. Another significant advantage of Automate® is its ability to scale automation efforts across the organization. As businesses grow and their processes become more complex, Automate® can adapt to meet these challenges. The solution is part of Fortra’s comprehensive portfolio, which aims to simplify the automation landscape by providing integrated products that address various organizational needs. This holistic approach ensures that users have access to a suite of tools designed to streamline and secure their operations throughout their automation journey. In summary, Automate® stands out in the RPA category by offering an accessible, scalable, and flexible solution for automating repetitive tasks. Its no-code features, extensive integration capabilities, and alignment with Fortra’s broader automation strategy make it a valuable asset for organizations looking to enhance their efficiency and adapt to the evolving demands of the business environment.

Average Rating: 4.5/5.0

Total Reviews: 151

How Do G2 Users Rate Automate®?

  • Visual Editor: 8.6/10 (Category avg: 8.6/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Custom Automation: 8.8/10 (Category avg: 8.8/10)
  • Collaboration: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Automate®?

  • Seller: Fortra
  • Company Website:
  • Year Founded: 1982
  • HQ Location: Eden Prairie, Minnesota
  • Twitter: @fortraofficial
    2,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,784 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 54% Medium, 24% Small

What Do G2 Reviewers Say About Automate®?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of Automate®, enabling seamless integration of various tasks for enhanced efficiency.
  • Users appreciate the automation ease of Automate®, simplifying routine tasks and enhancing workflow efficiency.
  • Users find Automate® easy to use, appreciating its intuitive drag-and-drop interface for simplifying automation tasks.
  • Users value the intuitive ease of use of Automate®, making task automation accessible for everyone.
  • Users appreciate the ease of use and efficiency of Automate®, enabling seamless task automation without programming skills.
Cons
  • Users experience slow performance in some tools, impacting workflow and causing delays in task execution.
  • Users find the complexity of workflows in Automate® challenging, needing more intuitive guidance and support to navigate efficiently.
  • Users frequently experience software bugs in Automate®, impacting performance and complicating essential tasks.
  • Users struggle with workflow complexity, facing challenges in tracing workflows and troubleshooting errors effectively.
  • Users find the automation setup process difficult due to clunky connections and troubleshooting challenges that require patience.

What Are Recent G2 Reviews of Automate®?

What Are G2 Users Discussing About Automate®?

Pega Platform

Pega is a powerful low-code platform that builds agility into the world’s leading organizations so they can adapt to change. Clients use our AI-powered decisioning and workflow automation to solve their most pressing business challenges – from personalizing engagement to automating service to streamlining operations. Since 1983, we’ve built our scalable and flexible architecture to help people focus on what matters most, so they can meet today’s customer demands while continuously transforming for tomorrow. Experience the simplicity and power of the Pega Platform today: https://www.pega.com/platform-guided-tour

Average Rating: 4.2/5.0

Total Reviews: 199

How Do G2 Users Rate Pega Platform?

  • Visual Editor: 8.5/10 (Category avg: 8.6/10)
  • Quality of Support: 8.2/10 (Category avg: 9.1/10)
  • Custom Automation: 8.9/10 (Category avg: 8.8/10)
  • Collaboration: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Pega Platform?

  • Seller: Pegasystems
  • Year Founded: 1983
  • HQ Location: Cambridge, MA
  • Twitter: @pega
    45,022 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,547 employees on LinkedIn®
  • Ownership: NASDAQ:PEGA

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, Consultant
  • Top Industries: Information Technology and Services, Banking
  • Company Size: 68% Large, 20% Medium

What Do G2 Reviewers Say About Pega Platform?

AI-generated summary from verified user reviews

Pros
  • Users commend robust customer support in Pega Platform, highlighting helpful onboarding and integration assistance.
  • Users value the automation of complicated processes in Pega Platform, enhancing efficiency in managing business data.
  • Users appreciate the ease of use of Pega Platform, enabling them to automate processes without coding skills.
  • Users appreciate the user-friendly interface and seamless integrations of Pega Platform, enhancing both CRM and ERP systems.
  • Users value the seamless integration capabilities of Pega Platform, enhancing connectivity with various software systems efficiently.
Cons
  • Users find the strict UI customization limitations in Pega Platform frustrating, often settling for less-than-ideal interfaces.
  • Users find the limited features of Pega Platform restrict their customization options, impacting overall user experience.
  • Users find the outdated interface of Pega Platform frustrating and challenging to customize for their needs.
  • Users find the poor interface design of the Pega Platform frustrating, hindering customization and affecting user experience.
  • Users find the poor UI of the Pega Platform frustrating, limiting customization and impacting performance efficiency.

What Are Recent G2 Reviews of Pega Platform?

What Are G2 Users Discussing About Pega Platform?

Bizagi

Bizagi is an enterprise platform for business orchestration and AI automation, enabling organizations to design, automate, and run complex end-to-end processes that bring together people, AI agents, systems, and data. Unlike point AI tools, Bizagi is the operational layer where AI, processes, and enterprise systems work together: governed, auditable, and production-ready. Built on more than two decades of enterprise process expertise, Bizagi brings the depth of operational knowledge that newer AI platforms simply have not had time to develop. That foundation is what makes Bizagi's AI story credible where others are still experimental. Bizagi's native AI capabilities are built directly into the platform. AI Agents are reusable, GenAI-powered assistants configured in the AI Hub, capable of content generation, document analysis, classification, summarization, and more. They can be invoked from processes, interfaces, or other agents, and integrate via connectors and Model Context Protocol to reach internal and external systems. AI Workers automate repetitive tasks inside forms and workflows by analyzing rules, field history, and process context, operating in supervised or more autonomous modes and improving through reinforcement learning. Ask Ada, Bizagi's conversational analytics assistant, lets users query business data in natural language and receive answers, charts, and insights, all within Bizagi's role and permission model and grounded in both process data and enterprise documents through a built-in RAG knowledge layer. Governance is central, not optional. Bizagi runs on Microsoft Azure with Private OpenAI integration, keeping sensitive data within a secure perimeter. AI features require deliberate configuration and deployment. Generative AI capabilities are intentionally built into workflows rather than casually enabled, and Data Domains, Personas, and Bizagi's role model control precisely what any AI capability can access and how results can be used. Customers see results fast. Stone Coast Fund Services reduced processing time by 80% across more than 25,000 annual service requests, going live in six weeks. Bizagi's AI Ignite packages take organizations from zero to live AI Agents or AI Assistants in approximately seven weeks, combining software and professional services to de-risk early projects. With over 1,000 enterprise implementations across financial services, manufacturing, healthcare, and government, Bizagi is named in the 2025 Gartner Magic Quadrant for Business Orchestration and Automation Technologies (BOAT), Microsoft Certified for AI in Financial Services and Manufacturing, and a G2 leader across Agentic AI, AI Agents for Business Operations, BPM, and Digital Process Automation. Customers include DHL, Unilever, Caterpillar, and Old Mutual. For more information, visit bizagi.com.

Average Rating: 4.6/5.0

Total Reviews: 305

How Do G2 Users Rate Bizagi?

  • Visual Editor: 9.0/10 (Category avg: 8.6/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Custom Automation: 8.4/10 (Category avg: 8.8/10)
  • Collaboration: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Bizagi?

  • Seller: Bizagi
  • Company Website:
  • Year Founded: 1989
  • HQ Location: 1775 Tysons Blvd, 5th Floor, Tysons, VA, 22102
  • Twitter: @bizagi
    5,749 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    440 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: SDET, Business Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 28% Large

What Do G2 Reviewers Say About Bizagi?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy-to-use interface of Bizagi, enhancing their workflow with effective modeling and automation.
  • Users value the process automation features of Bizagi, significantly enhancing efficiency and customer satisfaction.
  • Users appreciate the automation capabilities of Bizagi, enhancing efficiency and delivering improved business results across processes.
  • Users value the efficiency of Bizagi, appreciating its speed and robust capabilities for process optimization and integration.
  • Users value the workflow management capabilities of Bizagi, facilitating optimization and collaboration for efficient processes.
Cons
  • Users face missing features in Bizagi, with limitations in the free version affecting their ability to collaborate effectively.
  • Users find that the performance issues with Bizagi can hinder coding efficiency, especially with larger diagrams.
  • Users experience slow performance with Bizagi, especially in complex processes and integration efforts that require excessive customization.
  • Users find the learning curve steep for advanced workflows in Bizagi, requiring more technical expertise than expected.
  • Users find the complexity of features in Bizagi can lead to confusion and challenges during upgrades.

What Are Recent G2 Reviews of Bizagi?

What Are G2 Users Discussing About Bizagi?

Rocketbot

Rocketbot is an Intelligent Business Agent platform that enables organizations to design, deploy, and operate autonomous processes with full visibility and control. By combining RPA, AI, and orchestration, Rocketbot transforms repetitive operations into scalable, agent-driven workflows, while keeping humans in control of critical decisions. Built to adapt to any environment (cloud, hybrid, or on-premise), Rocketbot centralizes automation, data, and execution into a single operational layer. A key differentiator is the ability to orchestrate multiple processes simultaneously while maintaining visibility and control over execution. This accelerates response times, reduces operational friction, and enhances teams' ability to focus on high-value decision-making. Instead of relying on manual efforts or fragmented operations, companies can move toward a more fluid, consistent execution that is ready for growth. Rocketbot is also built to scale alongside the organization. Its value proposition enables different business areas to actively participate in building and evolving solutions, without turning every advancement into an exclusive burden for IT. Consequently, operations gain speed, as well as structure, traceability, and adaptability—three critical factors for any company aiming to grow without losing control. In this context, Rocketbot delivers more than just efficiency; it provides a technological foundation for better operations. By connecting agents, processes, and systems under a unified orchestration logic, the platform helps transform operational complexity into a competitive advantage. The result is a company better equipped to execute, scale, and respond intelligently to market demands. Rocketbot Agentic Ecosystem: Saturn Studio: The core of Rocketbot. A next-generation orchestration layer where AI agents, RPA, and business logic converge to execute end-to-end processes with human-in-the-loop capabilities when needed. AI Studio: Extracts and structures data from unstructured sources such as documents, emails, and audio, turning raw information into ready-to-use inputs for automated workflows. RPA Studio: A powerful development environment to build scalable and reliable bots, enhanced by a rich ecosystem of reusable components. Orchestrator: Provides centralized governance, scheduling, and real-time monitoring of your digital workforce. Xperience: Enables teams to quickly design user-facing interfaces and forms, connecting people with automated processes in a simple and flexible way.

Average Rating: 4.6/5.0

Total Reviews: 484

How Do G2 Users Rate Rocketbot?

  • Visual Editor: 8.6/10 (Category avg: 8.6/10)
  • Quality of Support: 9.0/10 (Category avg: 9.1/10)
  • Custom Automation: 8.9/10 (Category avg: 8.8/10)
  • Collaboration: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Rocketbot?

  • Seller: Rocketbot
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Santiago, Region Metropolitana de Santiago
  • Twitter: @Rocketbot_es
    47 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    70 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: RPA Developer, Desarrollador RPA
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 56% Small, 35% Medium

What Do G2 Reviewers Say About Rocketbot?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Rocketbot, enabling quick automation setup without coding knowledge.
  • Users love the ease of automation development with Rocketbot, finding its features and support invaluable for efficiency.
  • Users find Rocketbot very intuitive and easy to learn, making it accessible for everyone to use effectively.
  • Users value the automation ease of Rocketbot, praising its intuitive interface and efficient setup for daily tasks.
  • Users find the customer support of Rocketbot to be efficient and responsive, enhancing their overall experience.
Cons
  • Users find the documentation insufficient, often requiring more detailed guides and videos for effective usage.
  • Users find that automation difficulty increases with complex workflows, particularly when integrating custom scripts or legacy systems.
  • Users experience bot issues with Rocketbot, particularly with complex workflows and integration complexities.
  • Users find the difficult setup of Rocketbot frustrating due to complex tasks and limited built-in integrations.
  • Users find the insufficient learning resources of Rocketbot hinder effective use and understanding of the platform.

What Are Recent G2 Reviews of Rocketbot?

What Are G2 Users Discussing About Rocketbot?

SAP Build

SAP Build is a unified low-code development platform that empowers everyone—from business experts to professional developers—to create and innovate faster. It combines three powerful components: SAP Build Apps (for visual app development), SAP Build Process Automation (for workflow and robotic process automation/RPA), and SAP Build Work Zone (for creating engaging business sites). Built on the SAP Business Technology Platform (BTP) and powered by the Joule AI copilot, SAP Build accelerates digital transformation by allowing fusion teams to develop enterprise applications and extensions that adhere to the clean core strategy, ensuring scalability and compliance across the organization.

Average Rating: 4.2/5.0

Total Reviews: 123

How Do G2 Users Rate SAP Build?

  • Visual Editor: 9.5/10 (Category avg: 8.6/10)
  • Quality of Support: 8.6/10 (Category avg: 9.1/10)
  • Custom Automation: 8.7/10 (Category avg: 8.8/10)
  • Collaboration: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Build?

  • Seller: SAP
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Associate Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Large, 31% Medium

What Do G2 Reviewers Say About SAP Build?

AI-generated summary from verified user reviews

Pros
  • Users find SAP Build to be easy to use, thanks to its intuitive drag and drop features for automation.
  • Users value the ease of automation with SAP Build, allowing quick app creation and process improvement without coding skills.
  • Users love the low-code customization of SAP Build, enabling fast app creation and easy integration.
  • Users appreciate the fast and easy app development with SAP Build, allowing quick prototyping and efficient use of building blocks.
  • Users value the seamless integration capabilities of SAP Build, enhancing efficiency and enabling automation across platforms.
Cons
  • Users face integration issues with limited customization for advanced tasks and vague documentation for non-standard scenarios.
  • Users find limited customization in SAP Build, restricting advanced development and flexibility for complex project needs.
  • Users express concerns about limited features, particularly in advanced customization and performance issues with large apps.
  • Users experience slow performance with SAP Build, especially when handling complex apps or large datasets.
  • Users find the learning curve to be steep, especially with advanced features and integrations requiring additional expertise.

What Are Recent G2 Reviews of SAP Build?

What Are G2 Users Discussing About SAP Build?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026

Learn More About Robotic Process Automation (RPA) Software

What is RPA Software?

Robotic process automation (RPA) may sound intimidating and ominous, but in reality, it is an extremely practical solution for traditionally time-consuming tasks. The purpose of RPA tools is to automate processes that have always required a human to physically perform the task but do not necessarily require strategic thinking.

RPA isn’t necessarily a new concept. In the early 2000s, emerging technologies like artificial intelligence (AI), workflow automation, and screen scraping were explored to reduce time spent on simple tasks. The combination of these technologies gave way to RPA—a more efficient method of automation.

What Does RPA Stand For?

RPA stands for ”robotic process automation.” However, when deployed properly, it is anything but robotic. Sellers have added and are continuing to add advanced features such as machine learning, natural language processing (NLP), and process mining in order to streamline the automation process.

What Types of RPA Software Exist?

There are a couple of different types and use cases of RPA, but each helps an organization streamline their business. Although all of these tools automate processes, they differ in terms of how hands-on one must be with the automation.

Attended automation

Attended automation is aimed at tasks that can be augmented by software robots but still requires human intervention in one way or another. During instances of attended automation, users have bots that run in the background while they perform their normal tasks; however, the bots are triggered by human actions and work in collaboration with a human employee. These actions performed by the bots help simplify workflows for the human, empowering them to focus more on the critical, strategic task at hand. This can include assisting a customer on the phone or creating financial reports, among many other uses.

Unattended automation

Unattended automation is used during processes that require no human intervention. Businesses can deploy robots to run particular functions without paying an employee to carry out the task and be assured that there won’t be human errors that will throw off the entire process. Unattended bots are scheduled by the administrator of RPA software and run essentially unnoticed by company employees. Some processes that are commonly automated with unattended bots include generating financial reports or laborious data entry.

What are the Common Features of RPA Software?

RPA software can facilitate the creation of the robots themselves, the workflows and processes that bots will ultimately carry out, and the management and deployment of those bots. Across those three areas of RPA tools, there are a number of common features:

Drag-and-drop workflows: Many RPA solutions allow users to build workflows with drag-and-drop visual editors. There is no need to code actions for the bots to perform. This benefits administrators who do not have a highly technical background. Instead, they can create flowchart-like visualizations that outline each step in a process that will eventually be performed by a bot.

Workflow recording: Another way RPA tools help simplify the building of processes is by allowing users to record themselves performing manual tasks. The software robots can mimic the exact actions performed by the user and perform the repeatable tasks usually conducted by a human employee.

Prebuilt templates: To make it easier on RPA developers and administrators, many tools offer prebuilt workflow templates so that users can quickly and efficiently build processes for bots to act on. These templates are a part of the drag and drop and workflow recording environment to ensure simplicity for users.

Computer vision: Most RPA vendors have AI and machine learning capabilities embedded within their tools. These deep learning features may include computer vision, which can help to identify images as well as words in documents through optical character recognition (OCR). This feature is important as it allows the system to “see” and understand documents.

Natural language understanding (NLU): Other machine learning capabilities include NLU, a subset of NLP. With this functionality, the software can read and “understand” words and use that knowledge to more intelligently automate processes. For example, a media organization could use these NLU capabilities to detect spelling errors in a journalist’s work. If a spelling error were detected, it could route the work to an editor. If no spelling errors were detected, it could route the work to the publishing division.

Integrations: Companies often implement RPA tools to perform tasks inside other types of business applications, including CRMs, ERP systems, and accounting software, among many others. The ability to integrate and work in conjunction with these systems is an important feature for RPA software.

Bot scheduling: Being able to schedule out bot deployments in advance is a critical feature of RPA software. Users can set the bot to start the process by using triggers such as the timing of an event or a specific human action.

Analytics: Not only is deployment and scheduling of robots important, but being able to track the performance of bots is a critical aspect of RPA software. Many RPA solutions offer analytics and dashboards to ensure the bots are conducting processes correctly and efficiently.

Many robotic process automation software tools will also offer the following features:

What are the Benefits of RPA Software?

There are a number of reasons to use RPA tools, but the main reason is so companies can save time and resources, freeing up their employees to perform more strategic, business-critical tasks. Automation is becoming a key aspect of overall digital transformation, and RPA software has the ability to streamline process automation for businesses. By deploying bots to rapidly perform repetitive tasks, companies have the luxury of prioritizing work and projects that require human brainpower.

Automation software is most valuable for manual, time-consuming tasks such as data entry that may take hours of time and hundreds of clicks on a computer for a human employee to complete. The bots deployed in RPA tools can perform these laborious tasks in a fraction of the time that humans can. Not only does this save businesses employee time, but it also saves them money by not having to pay for human labor.

Additionally, RPA bots can cut down on human error when performing certain tasks. For example, when generating financial reports based on general ledger data, ensuring precise accuracy is critical. Inputting even one incorrect number can throw off budgeting and forecasting projections and mislead stakeholders. By leveraging RPA software, users can ensure that human error is taken out of this process entirely and eliminate this particular risk. One important note—RPA software is not a substitute for a business’ IT infrastructure. Instead, RPA sits on top and acts as a complement to existing systems.

Efficiency: At any business, processes often develop to include multiple people and multiple steps. Although humans can work together to improve these processes, RPA can help to make them more efficient. For example, HR professionals frequently need to upload identification documents for new employees. Then they might need to copy information from those documents and input it into human resource management systems. This HR employee can use RPA to remove steps and make this easier. In this case, all they would need to do would be to upload the relevant documents, and the bot could proceed to input the information into various systems and programs.

Accuracy: As smart and capable as humans are, they make mistakes. When trained properly, RPA bots can imitate human actions perfectly. That is, if a human allows RPA software to capture his screen and clicks, the bot can subsequently copy that action and repeat it infinitely, The flipside of this should be considered as well: if RPA software is trained poorly on poor processes, the bot will copy this as well, leading to the repetition of bad work.

Return on investment (ROI): RPA software is a tool that streamlines work and, when done correctly, leads to fewer errors. As such, it can have tremendous ROI. Improved work leads to improved outcomes, which can easily lead to increased revenue. It should be noted that there are ethical considerations around this. Namely, to what extent should a company reorganize their business, deploying RPA bots as opposed to human employees? 

Who Uses RPA Software?

Traditionally, RPA tools are used by mid-market and enterprise-sized companies. Larger companies tend to have more siloed departments, and when repetitive business actions need to become integrated to be efficient, RPA software is an easy solution. However, small businesses can also reap the benefits of RPA technology, as, after all, they have repetitive processes as well.

Within companies, RPA tools are frequently leveraged by operations and IT administrators, and even CIOs, but can expand to really any department that needs to automate business processes. Some companies may have dedicated business analysts or process directors who ensure that internal processes are as streamlined as possible. Here are some department-specific examples:

Human resources (HR): One of the more tiresome tasks in business admin is the procurement process, or the process of planning, monitoring, and purchasing a good or service. Using RPA software, businesses can automate many of the administrative tasks associated with procurement. For example, robots can be deployed to monitor inventory levels and trigger a response when inventory is low. Spending too much time on invoice processing? Using RPA with OCR capabilities, robots can scan and extract invoice data accurately and post it to the accounting system.

Sales: RPA software can help automate actions performed by a sales team, specifically when it comes to contract creation and approval. Many RPA tools offer document management features specifically built for contract creation. Once a sales representative convinces a prospect to buy, the next step in the workflow is to send a contract. 

Supply chain: Once a deal is finalized, the next step in a workflow may be to ship the goods purchased. If a document is signed, RPA software can help place the exact order bought by the customer. This is where the tool goes from working with a business’ CRM software to working with their supply chain software. The order is automatically entered into a company’s ERP system and the goods are manufactured and shipped.

Accounting: Now that the goods are shipped and received, the accounting department needs to note the exact exchange of goods (i.e., how much was shipped, how much did they pay for it, etc.). This information can be inputted into an accounting system using RPA software. 

RPA can be easily integrated with a business’ accounting software. One of the benefits of this integration is faster invoice processing. First, bots will be deployed using OCR to scan and extract structured data from invoices. Then, they’ll assemble the data in a template and run it through an ERP system to validate the invoices. Invalidated invoices will be archived for a human operator to send back to the customer.

Is It Difficult to Learn How to Use RPA Software?

RPA technologies are designed to be simple to use and train for non-developers, and improvements are being made by RPA companies each release to allow for an even greater number of tasks to be completed as easily as possible. With that being said, the difficulty of RPA is almost entirely dependent on the existing systems your company relies on, and the complexity of tasks and processes that you wish to use RPA to automate. While most tasks can be trained through simple screen recording, there will always be more customized solutions required by each business that need more complex logic or programming to accomplish.  

What are the Alternatives to RPA Software?

Alternatives to RPA software can replace this type of software, either partially or completely:

Business process management (BPM) software: Both RPA software and BPM software can be implemented simultaneously by a business to perform different functions of process automation. However, a business might also decide to go with one or the other. BPM software, which has been around for some time, is used to analyze processes at a very high level, while RPA tools perform those processes. Users may even use a BPM tool to outline and brainstorm processes that go across teams and departments and then implement an RPA tool to carry out those tasks.

Software Related to Robotic Process Automation (RPA) Software

Related solutions that can be used together with RPA software include:

Process mining software: While RPA carries out workflows and processes instead of a human employee, process mining software monitors those processes to ensure that steps are not being skipped or bypassed. Additionally, it can help operations leaders and RPA administrators better understand each unique step in a process. It can help identify gaps or vulnerabilities within the overall process and streamline as necessary. A number of RPA tools include process mining features, helping to assess which processes are best to automate.

Business process simulation software: Similar to process mining, business process simulation software allows businesses to assess business processes. This software provides more robust tools for simulating these processes and is focused on testing and validating what-if scenarios. It provides tools for creating models as well as visualizing the models and outcomes. It’s typically used by executives, managers, and external consultants looking to get a better understanding of a company’s business processes. It can also be used by consultants to help companies.

Challenges with RPA Software

Software solutions can come with their own set of challenges. It must always be kept in mind that RPA, like any other digital transformation or automation solution, is not a magic bullet. Therefore, keep these pitfalls and issues in mind:

Integrations: One concern that users of RPA software should be aware of is the type of software that RPA tools can integrate with to automate processes. Often, companies will deploy RPA tools on top of ERP systems, contact center infrastructure tools, or accounting software, among many other types of software. If the software that a business is hoping to automate processes within is not compatible with the RPA tool of their choice, then there is no point in purchasing that specific product. 

Compatibility: Buyers should go as far as to ensure that the RPA solution can run on either Windows or MacOS, or any other operating system they may run at their business. Many RPA tools are platform agnostic and can work across many different software vendors; however, it is always best to double check when buying RPA software.

Unexpected costs: Just as with any software solution, it is important to consider all the potential costs involved. With RPA software, users might discover that they end up spending more than they thought they would. For example, after purchasing it, they might subsequently decide to purchase process mining software or external consultants in order to properly determine the right processes to automate. 

Which Companies Should Buy RPA Software?

Each industry can benefit in some way from RPA software and implementing an automation strategy. Here are five industry examples where the benefits of RPA are paying off:

Healthcare: Shifts at the hospital can be mentally and physically draining, and the last thing a med tech needs is to stay up on repetitive, low-priority tasks. RPA software can easily keep medical records up to date, automate order entry, decision support, and claim processing. This could free up time for med techs, allowing them to accomplish more throughout the day.

Finance: Accurate credit scoring and fraud detection are some of the more tedious but necessary tasks in the financial services industry. Fortunately, many bots can be deployed at once to comb through accounts and transaction data to detect fraudulent behavior. In banking, RPA software is successfully reducing the need for pricey human analysts through the automation of account closures, direct debit cancellations, audit reports, and much more.

Telecommunications: Telecommunications companies are always looking to improve their processes and bring the best and fastest services to their customers. As such RPA can help them streamline their work. For example, it can help cut down the time employees spend on data entry. A customer could input their information onto the website of a network provider. With little to no human feedback, that information could be inputted into various systems, such as a CRM, email marketing software, and more. Also, with NLU capabilities, RPA bots can intelligently understand feedback from a customer and send a response based on that feedback.

How to Buy RPA Software

Requirements Gathering (RFI/RFP) for Robotic Process Automation (RPA) Software 

When looking to deploy an RPA solution, it is important to start from the beginning. In other words, a business should begin by conducting an overview of business processes. If a company is just starting out and looking to purchase their first RPA software, or wherever a business is in its buying process, g2.com can help select the best option. As mentioned above, one should also consider the related and ancillary software and services one might one to deploy alongside RPA, such as process mining software or RPA consulting services. 

Taking a holistic overview of the business systems and processes will help businesses to identify pain points. This will help them to figure out which software to buy (e.g., if it can effectively handle the business’ processes) and to develop buying criteria. A carefully created checklist can help in determining the necessary and nice-to-have features, such as features, budget, integrations, number of users, security requirements, cloud or on-premises solutions, and more.

A request for information (RFI) can be useful, especially if the deployment is large in scale and scope. By producing this, a business can be well placed to gather information from sellers. Depending on the scope of the deployment, it might be helpful to produce an RFI, a one-page list with a few bullet points describing what is needed from RPA software.

Compare Robotic Process Automation (RPA) Software Products

Create a long list

Evaluating vendors should start with a long list, which will help to determine whether or not a given solution is a good fit. Buyers should create a broad list of tools that align with their business goals. So that there is a level playing field, it is important to ask the same set of questions to each seller.

Create a short list

Next, a whittling down should take place. Through pointed questions, demos, and trials, one can go from a long list to a short one. Although this will differ for each business and use case, three to five products is typically a good number. With this list in hand, businesses can produce a matrix to compare the features and pricing of the various solutions.

Conduct demos

To ensure the comparison is thoroughgoing, the user should demo each solution on the short list with the same use case and datasets. This will allow the business to evaluate like for like and see how each vendor stacks up against the competition.

Selection of Robotic Process Automation (RPA) Software 

Choose a selection team

Before getting started, it's crucial to create a winning team that will work together throughout the entire process, from identifying pain points to implementation. The software selection team should consist of members of the organization who have the right interest, skills, and time to participate in this process. A good starting point is to aim for three to five people who fill roles such as the main decision maker, project manager, process owner, system owner, or staffing subject matter expert, as well as a technical lead, IT administrator, or security administrator. In smaller companies, the vendor selection team may be smaller, with fewer participants multitasking and taking on more responsibilities.

Negotiation

Just because something is written on a company’s pricing page, does not mean it is fixed (although some companies will not budge). It is imperative to open up a conversation regarding pricing and licensing. For example, the vendor may be willing to give a discount for multi-year contracts or for recommending the product to others.

Final decision

After this stage, and before going all in, it is recommended to roll out a test run or pilot program to test adoption with a small sample size of users. If the tool is well used and well received, the buyer can be confident that the selection was correct. If not, it might be time to go back to the drawing board.

What Does Robotic Process Automation (RPA) Software Cost?

Generally, RPA software will require a license (priced either annually or monthly). In addition, one will often pay extra per bot, with unattended bots being more expensive than attended ones. 

Return on Investment (ROI)

Since RPA will frequently take the place of humans’ tasks (or their jobs), one must analyze and compare the cost of deploying bots versus having humans do the same tasks. Although the extent to which the software impacts the company’s bottom line is a key indicator of success, it should not be the only one. One must also investigate the ethical ROI, or the moral impact job displacement will have.

Implementation of RPA Software

How is Robotic Process Automation (RPA) Software Implemented?

Robots are generally low-cost to deploy, and as we learned earlier, they’re quite simple to program tasks since no deep software knowledge is required. However, like any piece of software, it’s always advised to have a human operator on-hand to intervene and troubleshoot when necessary. The same goes for RPA software, especially when dealing with mass automation. In order to determine which processes should be automated, one can use process mining (which can be included in the RPA software) or external consultants.

Who is Responsible for Robotic Process Automation (RPA) Software Implementation?

Although some RPA solutions require significant IT support, most solutions can be deployed directly by business leaders. These business leaders will have the best visibility into their team’s processes. For more complex deployments, one will likely need support from the IT team. The IT team might also be involved in regard to security. Since RPA software can get access to the most sensitive information, IT might get involved in order to test how secure the software is.

What Does the Implementation Process Look Like for Robotic Process Automation (RPA) Software?

Do not jump into the deep end. When one seeks to automate their processes, start with a deep analysis of those processes. It need not start with expensive software or an external team. It can begin with pen and paper or on a whiteboard, digital or otherwise. The company, or team, can pinpoint the most broken processes or those which are ripe for automation, such as the most repetitive ones. Only after this hard work can the actual automation begin.

When Should You Implement Robotic Process Automation (RPA) Software?

Many solutions provide free trials that can be used to test the effectiveness of the technology. This can help a business determine whether or not the solution is right for them. If the decision has been made to deploy RPA, it is key that it does not get siloed into one department, or else its very deployment may lead to further complication and confusion around processes.

What Are the Most Common Programming Languages for RPA Software?

While programming skills are not a required prerequisite for using RPA technologies, they can help with training for some of the more advanced functions by bridging the gap between human processes and computer language. The specific programming language being used by a given RPA software solution is determined by the base language the application was built on, but some of the more common languages include: Java, Python, C++, C#, Visual Basic, and SQL and JavaScript. The language you need is based on both the type of task to perform, and the base language of your RPA software. 

What Risks Are Associated with Deploying RPA Software?

While RPA software can be a valuable tool in automating a company’s most tedious processes, and saving employee time - it is not without its risks. The first risk to be aware of with RPA tools is the initial assumptions and expectations for the tool - many companies approach RPA as a magic solution that will be able to perform any function, sometimes with the assumption that it can replace entire teams of people at a company. This approach can lead to disappointment by company leaders, low perceived ROI from the tools, and even loss of top talent and institutional knowledge from a business. To mitigate this risk, companies adopting RPA should start small by automating just a few key processes, have realistic expectations for what the tools can accomplish, and dedicate time to plan how teams performing current processes will adapt to their new modified functions post RPA. RPA should not be implemented simply to cut costs by reducing full-time employees (FTEs), but rather leveraged as a way to allow those FTEs to focus on the strategic and creative aspects of their roles.

The second inherent challenge of RPA is providing clear communication to teams about the responsibilities they used to have (and have shifted to RPA), versus the responsibilities they still have alongside RPA. This challenge appears when RPA is first adopted, but also during the changes to underlying software and systems that the RPA tool has been trained on. Using RPA can mean that these core business processes become less transparent to non-technical leaders and managers, and a business that uses RPA for these tasks often requires specialists to determine what went wrong when changing over to a new system or tool. As the complexity and scope of RPA solutions increase, the risks increase as well. 

While there are risks associated with RPA, most companies gain much more value from process automation than they risk with the scenarios above, however by understanding the risks of utilizing RPA, and setting clear and realistic expectations for your company’s leadership and execution teams, your business will be all the more likely to benefit from the amazing benefits that robotic process automation has to offer.

Robotic Process Automation (RPA) Software FAQs

Robotic process automation has become one of the fastest-adopted technologies in enterprise and mid-market operations, enabling teams to eliminate repetitive manual workflows, reduce error rates, and free up human capacity for higher-value work. Whether you're evaluating RPA for the first time or looking to consolidate your automation stack, the FAQs below are grounded in real user feedback to help you find the right platform for your organization's needs.

Small Business FAQs

What is the most affordable Robotic Process Automation (RPA) Software for SMBs?

Small business buyers evaluating RPA software prioritize platforms with transparent pricing, minimal infrastructure requirements, and fast time to value without the need for dedicated automation developers. The most accessible options based on SMB reviewer feedback include:

  • Rocketbot — One of the most cost-accessible RPA platforms in the market, with a pricing model that makes professional automation achievable for small teams without enterprise-level IT budgets.
  • Microsoft Power Automate — Included in many Microsoft 365 plans, Power Automate offers SMBs a low-cost entry point into workflow automation that leverages tools they already use and pay for.
  • PIX RPA — Provides SMBs with enterprise-grade bot capabilities at a price point that smaller operations teams can justify, with strong support that reduces the need for expensive external implementation resources.

What is the best Robotic Process Automation (RPA) Software for startups?

Startups need RPA tools that are fast to implement, require minimal IT overhead, and can automate high-friction processes that distract small teams from their core work. Top-reviewed options among early-stage and growing companies include:

  • Apify — A developer-friendly web automation platform ideal for startups that need to automate data extraction, web monitoring, and online workflow tasks without standing up complex bot infrastructure.
  • Rocketbot — Popular with startups for its accessible design environment, strong community documentation, and ability to automate desktop and web processes with minimal onboarding time.
  • UiPath Agentic Automation — For tech-forward startups with automation ambitions, UiPath's community edition and scalable licensing make it a viable foundation that can grow with the company's automation program.

Which Robotic Process Automation (RPA) Software is the most user-friendly for startups?

User-friendliness is critical for startups where automation often falls on non-specialist team members. Platforms that score highest on ease of use among smaller-company reviewers include:

  • Rocketbot — Achieves top ease-of-use scores among SMB reviewers for its visual workflow designer, which allows business users to build and deploy bots without deep programming knowledge.
  • PIX RPA — Consistently rated for its intuitive interface and low learning curve, enabling startup operations and finance teams to automate processes quickly without extensive training.
  • Microsoft Power Automate — Particularly user-friendly for teams already in the Microsoft ecosystem, with a familiar interface, pre-built templates, and guided automation flows that reduce the effort of getting started.

What is the most recommended RPA software for small teams without dedicated IT resources?

Small teams without in-house developers or IT departments need RPA platforms that offer strong documentation, responsive support, and low-code or no-code automation design. Most recommended options for resource-constrained environments include:

  • Rocketbot — Repeatedly recommended by small business reviewers for its active user community and hands-on vendor support, reducing the dependency on internal technical expertise to build and maintain automations.
  • Microsoft Power Automate — Benefits from Microsoft's extensive self-service documentation, in-product guidance, and template library, making it one of the most independently navigable RPA platforms for non-technical users.
  • Apify — Offers a managed cloud environment for web automation that eliminates infrastructure management, letting small teams focus on building and running automations rather than maintaining bot servers.

Which RPA platform is best for automating finance and accounting tasks at small businesses?

Finance and accounting teams at SMBs are among the heaviest users of RPA, applying automation to invoice processing, reconciliation, data entry, and reporting. Top options reviewed in this context include:

  • PIX RPA — Frequently deployed in finance operations for its reliable execution of structured data tasks like invoice extraction, ERP data entry, and bank reconciliation with high accuracy and strong audit support.
  • Rocketbot — Well-reviewed by accounting teams for automating repetitive tasks across accounting software, spreadsheets, and web-based financial portals without requiring custom development.
  • Microsoft Power Automate — Commonly used by SMB finance teams to automate approval workflows, expense reporting, and data transfers between Excel, SharePoint, and cloud-based accounting tools.

Enterprise FAQs

What is the best-rated Robotic Process Automation (RPA) Software for tech enterprises?

Technology enterprises need RPA platforms that support complex orchestration, integrate deeply with cloud-native infrastructure, and can operate alongside AI and ML workflows. Top-rated platforms among tech enterprise reviewers include:

  • ServiceNow Workflow Data Fabric — A platform of choice for IT and technology enterprises managing complex service operations, combining workflow automation with real-time data orchestration across enterprise systems.
  • Microsoft Power Automate — Deeply embedded in tech enterprise environments through its Azure and Microsoft 365 integrations, enabling large IT teams to automate provisioning, incident response, and data pipeline workflows at scale.
  • SAP Build — Used by technology enterprises running SAP ecosystems for its ability to extend and automate SAP workflows with low-code tools, reducing the development burden on enterprise IT teams.

What is the most reliable Robotic Process Automation (RPA) Software tool for enterprises?

Reliability at enterprise scale requires platforms with proven uptime, robust error handling, bot monitoring, and the governance controls needed to manage large automation estates. Enterprise reviewers consistently highlight these platforms for dependability:

  • UiPath Agentic Automation — The enterprise benchmark for RPA reliability, with a mature orchestration layer, comprehensive logging, and an active governance framework that gives large operations teams confidence in their automation estate.
  • Microsoft Power Automate — Backed by Microsoft's enterprise SLA commitments and global cloud infrastructure, Power Automate is trusted by large organizations for mission-critical automation across finance, HR, and IT operations.
  • ServiceNow Workflow Data Fabric — Enterprise IT teams rely on ServiceNow for its proven reliability in high-volume service automation environments, where process failures carry significant operational consequences.

What is the best-reviewed Robotic Process Automation (RPA) Software for enterprise app integration?

Enterprise RPA deployments live or die by their ability to connect legacy and modern systems. Platforms that enterprise reviewers most frequently praise for integration depth and flexibility include:

  • Microsoft Power Automate — Leads enterprise integration reviews by a wide margin, with hundreds of pre-built connectors spanning ERP, CRM, cloud storage, databases, and communication tools that make cross-system automation accessible without custom development.
  • ServiceNow Workflow Data Fabric — Praised by enterprise architects for its ability to orchestrate data and process flows across disparate enterprise systems, serving as the connective tissue between IT, HR, and customer service platforms.
  • SAP Build — A strong choice for enterprises running SAP landscapes, providing native integration with SAP modules while supporting connections to non-SAP systems via open APIs and pre-configured connectors.
  • Apify — Distinguished among enterprise web automation tools for its API-first architecture, enabling enterprise data engineering teams to integrate web-scraped and automated data outputs directly into their existing data pipelines and analytics platforms.

What is the best RPA software for large-scale enterprise process orchestration?

Enterprise process orchestration goes beyond individual bot tasks — it requires coordinating multiple automations, human-in-the-loop approvals, and cross-system handoffs at scale. Platforms most recommended for this level of complexity include:

  • UiPath Agentic Automation — The leading platform for enterprise orchestration, with a dedicated orchestrator layer that manages bot queues, workload balancing, scheduling, and exception handling across thousands of automated processes.
  • ServiceNow Workflow Data Fabric — Designed for orchestrating enterprise-wide service workflows that span IT, HR, and operations, with native process intelligence and approval routing built for large organizational structures.
  • Automation Anywhere Agentic Process Automation — A cloud-native enterprise automation platform purpose-built for large-scale orchestration, combining traditional RPA with AI agents that can handle unstructured inputs and complex decision-making at process scale.

Which RPA platform is most recommended for enterprises in regulated industries?

Regulated industries — including financial services, healthcare, and government — require RPA platforms with strong audit trails, role-based access controls, and compliance documentation capabilities. Top-recommended options for this context include:

  • UiPath Agentic Automation — Widely adopted in banking, insurance, and healthcare for its comprehensive compliance controls, detailed activity logging, and certifications that satisfy enterprise security and regulatory requirements.
  • SAP Build — Preferred by enterprises in regulated sectors already running SAP for its governance-aligned automation environment and tight integration with SAP's compliance and audit frameworks.
  • ServiceNow Workflow Data Fabric — Used by government and financial services enterprises for its robust workflow governance, data lineage tracking, and enterprise-grade access controls that meet strict compliance mandates.

Last updated on April 24, 2026