Best Robotic Process Automation (RPA) Software

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

Total Products under this Category: 210

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
  • 210+ 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 ServiceNow Workflow Data Fabric.

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=servicenow-workflow-data-fabric)

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 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 appreciate the ease of use of UiPath Agentic Automation, making it simple for developers to integrate and automate tasks.
  • Users commend the automation ease of UiPath Agentic Automation, benefiting from its advanced AI capabilities and orchestration.
  • Users appreciate the user-friendly interface of UiPath Agentic Automation, enabling quick learning and effective automation solutions.
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 missing features in UiPath, such as modern folder access, hinder their overall experience.
  • Users find the complexity of UiPath Agentic Automation overwhelming, especially when navigating advanced features and setups.
  • 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: 8.1/10 (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 high license fees of Microsoft Power Automate excessive, impacting overall value for less active users.
  • Users find the bugs and debugging issues in Power Automate frustrating, impacting usability and efficiency significantly.
  • 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: 4,094

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: 612

G2 Deal: Save 20% on a yearly plan with Apify!

Save on this exclusive deal only for G2 users. Get 20% off an annual plan to start scraping any websites you want!

Price: 20

View this exclusive G2 deal

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, 8% 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: Estudiante, Desarrollador
  • 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: 443

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: Consultant, Manager
  • Top Industries: Financial Services, Banking
  • Company Size: 56% 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: 151

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: 45% 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: 397

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?

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?

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®?

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 find Bizagi to be easy to use and intuitive, enhancing team efficiency and project development significantly.
  • Users appreciate the automation capabilities of Bizagi, enhancing efficiency and delivering improved business results across processes.
  • Users value the workflow management capabilities of Bizagi, facilitating optimization and collaboration for efficient processes.
  • Users value the process automation features of Bizagi, significantly enhancing efficiency and customer satisfaction.
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 find the learning curve steep for advanced workflows in Bizagi, requiring more technical expertise than expected.
  • Users experience slow performance with Bizagi, especially in complex processes and integration efforts that require excessive customization.

What Are Recent G2 Reviews of Bizagi?

What Are G2 Users Discussing About Bizagi?

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?

NewgenONE Digital Transformation Platform

Transform your business with NewgenONE, an intelligent enterprise orchestration platform, featuring a suite of cutting-edge technologies—from task automation to mission-critical, content-rich applications and advanced workflow orchestration. Effortlessly integrate your existing systems and devices into a seamless ecosystem that ensures personalized, efficient experiences across the board. Build powerful applications at lightning speed with NewgenONE, a completely native low-code platform. Enjoy seamless scalability, robust security, and built-in governance and compliance, all while accelerating automation across your enterprise. Automate thousands of enterprise-wide processes and stay ahead of the competition with rapid, innovative solutions.

Average Rating: 4.5/5.0

Total Reviews: 89

How Do G2 Users Rate NewgenONE Digital Transformation Platform?

  • Visual Editor: 8.7/10 (Category avg: 8.6/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Custom Automation: 9.4/10 (Category avg: 8.8/10)
  • Collaboration: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind NewgenONE Digital Transformation Platform?

  • Seller: Newgen
  • Year Founded: 1992
  • HQ Location: Mclean, VA
  • Twitter: @newgensoftware
    3,363 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,434 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Banking, Financial Services
  • Company Size: 59% Large, 22% Medium

What Do G2 Reviewers Say About NewgenONE Digital Transformation Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the end-to-end automation of NewgenONE, enabling seamless processes without extensive technical skills.
  • Users appreciate the end-to-end automation of NewgenONE, enhancing efficiency without requiring technical expertise.
  • Users value the comprehensive end-to-end automation features of NewgenONE, enhancing efficiency without requiring technical skills.
  • Users value the end-to-end automation features of NewgenONE, facilitating seamless digital transformation without requiring extensive technical knowledge.
  • Users value the easy-to-use cloud services of NewgenONE, enabling efficient automation and user management without technical skills.
Cons
  • Users face numerous bug issues that complicate setup and hinder the effectiveness of the NewgenONE platform.
  • Users frequently face numerous bugs and complicated setup processes that hinder their overall experience with NewgenONE.
  • Users find the setup process complicated, citing many bugs that hinder their experience with NewgenONE.
  • Users find the complex setup process challenging, with numerous bugs complicating the initial experience.
  • Users face difficult configuration challenges, particularly with setup and bugs that hinder smooth implementation.

What Are Recent G2 Reviews of NewgenONE Digital Transformation Platform?

What Are G2 Users Discussing About NewgenONE Digital Transformation Platform?

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