Best Data Governance Tools for Small Business

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 246

Category Stats (Nov 2026)

  • Average Rating: 4.46/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBuck (+12.18%) - Among all products in this category, DataBuck recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,100+ Authentic Reviews
  • 246+ 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 Data Governance Tools

G2 Grid® for Data Governance Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Egnyte, IBM watsonx.data, Snowflake, Data 360 (formerly Salesforce Data Cloud), IBM watsonx.governance, SAS Viya, and Domo.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-governance-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=egnyte&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=ibm-watsonx-governance&focus%5B%5D=sas-sas-viya&focus%5B%5D=domo&segment=small-business)

Databricks

Databricks is a software designed to help organizations build, govern, and scale data pipelines, analytics, machine learning, AI applications, and agents. The software provides data engineering, analytics, governance, and AI development capabilities by leveraging an open lakehouse architecture built on Apache Spark, Delta Lake, MLflow, and Unity Catalog. It automates batch, streaming, and real-time data pipeline management and reduces data silos across teams, clouds, and workloads. Databricks addresses enterprise data and AI challenges by unifying structured and unstructured data processing, model development, and governed AI agent creation in a single platform. The software supports use cases including customer personalization, fraud detection, predictive maintenance, financial risk management, and supply chain optimization across AWS, Azure, and Google Cloud.

Average Rating: 4.6/5.0

Total Reviews: 1,372

How Do G2 Users Rate Databricks?

  • Roles Management: 8.9/10 (Category avg: 8.8/10)
  • Data Discovery: 8.7/10 (Category avg: 8.8/10)
  • Compliance Management: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Databricks?

  • Seller: Databricks Inc.
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Francisco, CA
  • Twitter: @databricks
    92,269 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14,336 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 47% Large, 38% Medium

What Do G2 Reviewers Say About Databricks?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use and extensive features of Databricks, streamlining data warehousing and machine learning tasks.
  • Users appreciate the ease of use of Databricks, enhancing their experience with its intuitive interface and efficient features.
  • Users value the seamless integrations with AWS services that enhance efficiency and support diverse business needs.
  • Users value the seamless collaboration provided by Databricks, enhancing teamwork on data projects and insights sharing.
  • Users value the effective data management features of Databricks, simplifying their workflows and enhancing decision-making.
Cons
  • Users face a steep learning curve with Databricks, as its complexity can be confusing for newcomers.
  • Users note that the cost of Databricks can be quite high, particularly for large data projects and limited free options.
  • Users find the steep learning curve of Databricks challenging, particularly for those unfamiliar with big data tools.
  • Users express frustration over missing features in Databricks, limiting its effectiveness for complex deployments and custom setups.
  • Users find the complexity of Databricks challenging, especially during initial setup and navigation of advanced features.

What Are Recent G2 Reviews of Databricks?

What Are G2 Users Discussing About Databricks?

Egnyte

Egnyte is a software designed to help organizations manage content, secure data, and automate business processes through a single intelligent platform. The software provides cloud content management, data security, and AI-powered content intelligence capabilities by leveraging a unified architecture that combines governance and automation. It automates business workflows and reduces risk around critical data through integrated security controls and content intelligence. Egnyte addresses challenges around employee productivity and data protection by centralizing content management and enforcing data governance policies across the organization. The software supports use cases in architecture, engineering and construction, life sciences, and financial services, serving more than 22,000 customers worldwide.

Average Rating: 4.4/5.0

Total Reviews: 1,147

How Do G2 Users Rate Egnyte?

  • Roles Management: 9.3/10 (Category avg: 8.8/10)
  • Data Discovery: 9.3/10 (Category avg: 8.8/10)
  • Compliance Management: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Egnyte?

  • Seller: Egnyte
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Mountain View, CA
  • Twitter: @Egnyte
    16,127 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,313 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Project Manager, Owner
  • Top Industries: Construction, Marketing and Advertising
  • Company Size: 44% Small, 38% Medium

What Do G2 Reviewers Say About Egnyte?

AI-generated summary from verified user reviews

Pros
  • Users find Egnyte to be user-friendly and easy to navigate, enhancing their overall experience and efficiency.
  • Users love the easy file sharing capabilities of Egnyte, enhancing collaboration and workflow efficiency from anywhere.
  • Users appreciate the easy sharing capabilities of Egnyte, enhancing collaboration across departments with secure file access.
  • Users commend Egnyte for its high security, ensuring data safety while navigating and finding files easily.
  • Users enjoy the easy access to files anywhere, ensuring productivity with a secure and reliable platform.
Cons
  • Users find Egnyte expensive, especially when storage needs exceed small business plan limits without clear ROI.
  • Users experience file saving failures, timeouts, and duplication issues, which detracts from their overall experience with Egnyte.
  • Users find Egnyte's limited features frustrating, particularly in bulk actions and user permission customizations.
  • Users find user difficulty with Egnyte, especially on mobile, complicating the overall experience and feature accessibility.
  • Users find Egnyte lacking features like clear visibility on team documents and effective handling of file sharing tasks.

What Are Recent G2 Reviews of Egnyte?

What Are G2 Users Discussing About Egnyte?

IBM watsonx.data

IBM watsonx.data is a software designed to help organizations access, integrate, and understand structured and unstructured data across any environment. The software provides workload optimization and consistent data governance capabilities by leveraging a hybrid, multi-environment data architecture that spans cloud and on-premises systems. It automates governance enforcement across data sources and formats and reduces cost inefficiencies through price-and-performance workload optimization. IBM watsonx.data addresses enterprise data complexity by unifying data access and management across teams and environments without requiring data migration. The software supports use cases including generative AI application development, AI agent creation, and governed analytics across diverse data sources.

Average Rating: 4.4/5.0

Total Reviews: 171

G2 Deal: Save 30% on your first monthly or annual subscription. Offer ends 15 April 2026.

Get 30% off your new monthly or annual watsonx.data Enterprise subscription. Optimize data workloads at a fraction of the cost. Offer ends 15 April 2026.

Price: ~~61.81~~ → 88.30

View this exclusive G2 deal

How Do G2 Users Rate IBM watsonx.data?

  • Roles Management: 9.2/10 (Category avg: 8.8/10)
  • Data Discovery: 8.6/10 (Category avg: 8.8/10)
  • Compliance Management: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind IBM watsonx.data?

  • Seller: IBM
  • Company Website:
  • 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®

Who Uses This Product?

  • Who Uses This: Software Engineer, Software Developer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 34% Small, 32% Large

What Do G2 Reviewers Say About IBM watsonx.data?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of IBM watsonx.data, finding it reliable and efficient for data management.
  • Users value the seamless data integration and user-friendly interface of IBM watsonx.data for efficient analytics.
  • Users appreciate the organized and efficient data management of IBM watsonx.data, simplifying analytics and enhancing team collaboration.
  • Users value the seamless data source integration of IBM watsonx.data, enhancing efficiency and flexibility in their workflows.
  • Users appreciate the flexible analytics capabilities of IBM watsonx.data, enabling faster insights from diverse data sources.
Cons
  • Users find the steep learning curve of IBM watsonx.data challenging, hindering easy adoption for newcomers.
  • Users find the complexity of setting up IBM watsonx.data a barrier, especially for newcomers and small teams.
  • Users find the pricing steep for IBM watsonx.data, especially for smaller businesses with limited resources.
  • Users find the difficult setup process time-consuming, with a steep learning curve and extensive documentation review required.
  • Users find performance tuning difficult with IBM watsonx.data, especially for beginners and teams with limited IT resources.

What Are Recent G2 Reviews of IBM watsonx.data?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

Snowflake

Snowflake (NYSE: SNOW) is a software designed to make enterprise AI easy, efficient, and trusted for organizations of all sizes. The software provides data sharing, application development, and AI-powered analytics capabilities by leveraging a cloud-native AI Data Cloud architecture. It automates data access and sharing workflows and reduces friction in cross-organizational data collaboration. Snowflake addresses enterprise AI adoption challenges by providing a unified platform where companies can store, process, and activate data at scale. The software supports use cases including business intelligence, data application development, and AI-driven decision-making for thousands of companies worldwide.

Average Rating: 4.6/5.0

Total Reviews: 721

How Do G2 Users Rate Snowflake?

  • Roles Management: 10.0/10 (Category avg: 8.8/10)
  • Data Discovery: 10.0/10 (Category avg: 8.8/10)
  • Compliance Management: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Snowflake?

  • Seller: Snowflake, Inc.
  • Company Website:
  • Year Founded: 2012
  • HQ Location: 135 Constitution Drive, Menlo Park CA
  • Twitter: @SnowflakeDB
    278 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,574 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 42% Large

What Do G2 Reviewers Say About Snowflake?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Snowflake, which simplifies data sharing and enhances productivity across teams.
  • Users value the seamless scalability of Snowflake, enabling efficient handling of large datasets and workload changes without performance loss.
  • Users appreciate the ease of use and efficient data integration in Snowflake for their warehousing projects.
  • Users value the reliable features and user-friendly interface of Snowflake, enhancing data management and analytics efficiency.
  • Users appreciate the excellent integrations of Snowflake, enhancing data management and deployment across multiple cloud platforms.
Cons
  • Users highlight the high costs of Snowflake, making it less accessible for smaller businesses with limited budgets.
  • Users often struggle with high costs due to unoptimized queries and inadequate cost control measures in Snowflake.
  • Users find the cost structure challenging, requiring time to optimize for efficient use of Snowflake.
  • Users find the learning curve steep, requiring training due to its complexity and overwhelming interface for beginners.
  • Users find feature limitations in Snowflake, such as lack of code blocks and restricted permissions, frustrating.

What Are Recent G2 Reviews of Snowflake?

What Are G2 Users Discussing About Snowflake?

Data 360 (formerly Salesforce Data Cloud)

Salesforce Data 360 (formerly Data Cloud) is a software designed to unlock the full value of enterprise data by powering Customer 360 apps, Agentforce, and real-time intelligent action across an organization. The software provides structured and unstructured data unification, real-time insight generation, and low-code data activation capabilities by leveraging a Zero Copy architecture and deep partnerships with Amazon, Snowflake, Databricks, and Google. It automates data bridging across lakes, warehouses, and business applications and reduces the need to replace or re-platform existing data investments. Salesforce Data 360 addresses enterprise data fragmentation by acting as a smart integration layer that complements current systems while activating data seamlessly within the Salesforce ecosystem. The software supports use cases including customer personalization, AI agent enablement, and cross-platform data activation for mid-market and enterprise organizations.

Average Rating: 4.2/5.0

Total Reviews: 708

How Do G2 Users Rate Data 360 (formerly Salesforce Data Cloud)?

  • Roles Management: 8.8/10 (Category avg: 8.8/10)
  • Data Discovery: 9.0/10 (Category avg: 8.8/10)
  • Compliance Management: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 7.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Data 360 (formerly Salesforce Data Cloud)?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • Twitter: @salesforce
    579,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Developer, Salesforce Administrator
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 40% Medium, 35% Large

What Do G2 Reviewers Say About Data 360 (formerly Salesforce Data Cloud)?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time platform integration of Salesforce Data 360, enhancing personalization and driving smarter decisions.
  • Users value the ease of use of Salesforce Data Cloud, enjoying time savings and streamlined data access.
  • Users value the easy integration of Salesforce Data 360, facilitating seamless data unification and enhanced reporting capabilities.
  • Users value the efficient data aggregation in Salesforce Data 360, enhancing insights and unified customer profiling.
  • Users value the seamless integrations of Salesforce Data 360, enhancing real-time data access and unified customer profiles.
Cons
  • Users find the learning curve steep for Salesforce Data Cloud, requiring significant support for setup and maintenance.
  • Users find Salesforce Data 360 to be expensive, facing challenges with unpredictable costs and a steep learning curve.
  • Users face a difficult learning curve with Salesforce Data 360, finding the setup and terminology quite challenging.
  • Users find the initial setup complex, facing a steep learning curve and challenges in configuration and data management.
  • Users face a complex setup, with a steep learning curve that complicates the initial experience and usability.

What Are Recent G2 Reviews of Data 360 (formerly Salesforce Data Cloud)?

What Are G2 Users Discussing About Data 360 (formerly Salesforce Data Cloud)?

IBM watsonx.governance

IBM watsonx.governance is a software designed to provide end-to-end, platform-agnostic AI governance for traditional ML, generative AI, and agentic AI across the full lifecycle. The software provides observability, policy enforcement, and compliance management capabilities by leveraging automated telemetry, reasoning trace capture, and integrated risk assessment frameworks. It automates agent behavior monitoring and compliance evaluation and reduces risk through continuous in-the-loop policy enforcement with automated block, route, and fallback controls. IBM watsonx.governance addresses AI trust and regulatory challenges by governing AI regardless of where it is built or deployed, spanning IBM Cloud, AWS, Azure, Oracle Cloud, on-premises, and hybrid environments. The software supports use cases including AI agent auditing, regulatory compliance, risk management, and responsible AI adoption across enterprise and public sector organizations.

Average Rating: 4.3/5.0

Total Reviews: 84

How Do G2 Users Rate IBM watsonx.governance?

  • Roles Management: 8.5/10 (Category avg: 8.8/10)
  • Data Discovery: 8.6/10 (Category avg: 8.8/10)
  • Compliance Management: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 7.9/10 (Category avg: 8.7/10)

Who Is the Company Behind IBM watsonx.governance?

  • Seller: IBM
  • Company Website:
  • 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®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 33% Large, 28% Small

What Do G2 Reviewers Say About IBM watsonx.governance?

AI-generated summary from verified user reviews

Pros
  • Users value the automated compliance management of IBM watsonx.governance, simplifying AI model documentation and monitoring.
  • Users value the AI Governance & Trust capabilities of IBM watsonx.governance, ensuring reliable and ethical AI deployment.
  • Users appreciate the customizable automated workflows of IBM watsonx.governance, greatly reducing manual efforts and enhancing compliance.
  • Users value the ease of use of IBM watsonx.governance, simplifying data management and compliance for AI projects.
  • Users appreciate the comprehensive toolkit of IBM watsonx.governance for managing AI governance and compliance effectively.
Cons
  • Users find the setup difficulty challenging and time-consuming, especially with integration into existing workflows.
  • Users find IBM watsonx.governance expensive, significantly impacting affordability for small businesses considering its purchase.
  • Users often face integration challenges with IBM watsonx.governance, leading to a complex and frustrating setup experience.
  • Users find the complex implementation of IBM watsonx.governance challenging, particularly for non-technical stakeholders and external systems.
  • Users face a steep learning curve with IBM watsonx.governance, particularly novices adapting to its complex setup and configuration.

What Are Recent G2 Reviews of IBM watsonx.governance?

SAS Viya

SAS Viya is a software designed to help organizations build, deploy, and scale explainable AI that drives trusted, confident decisions across the full data and AI lifecycle. The software provides data management, advanced analytics, model governance, and decisioning capabilities by leveraging a cloud-native architecture with built-in lineage, auditability, and continuous monitoring. It automates model lifecycle management including monitoring and retraining and reduces risk through governance-by-design controls applied consistently across data, models, and decisions. SAS Viya addresses the challenge of moving AI from experimentation to production by delivering explainable, auditable outcomes that satisfy both business stakeholders and regulators. The software supports use cases including statistical analysis, machine learning operationalization, and governed AI deployment across flexible cloud-native environments spanning pharmaceuticals, banking, and other regulated industries.

Average Rating: 4.3/5.0

Total Reviews: 793

How Do G2 Users Rate SAS Viya?

  • Roles Management: 8.5/10 (Category avg: 8.8/10)
  • Data Discovery: 8.6/10 (Category avg: 8.8/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind SAS Viya?

  • Seller: SAS Institute
  • Company Website:
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Student, Biostatistician
  • Top Industries: Pharmaceuticals, Banking
  • Company Size: 34% Small, 33% Large

What Do G2 Reviewers Say About SAS Viya?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in SAS Viya, enhancing data visualization and decision-making for businesses.
  • Users appreciate the advanced analytical capabilities of SAS Viya, making data analysis and decision-making more efficient.
  • Users value the sophisticated analytical capabilities of SAS Viya, enhancing decision-making and insights from diverse data sources.
  • Users value the end-to-end data lifecycle tooling in SAS Viya, enhancing insights and strategic decision-making capabilities.
  • Users commend SAS Viya for its user-friendly interface, making complex analytics accessible to individuals of all skill levels.
Cons
  • Users find SAS Viya difficult for non-technical users to navigate, impacting ease of access to reports and dashboards.
  • Users find the learning curve challenging, especially for non-technical individuals navigating reports and dashboards.
  • Users find the visualization complexity of SAS Viya challenging, especially for those without technical expertise.
  • Users find the difficult learning curve for SAS Viya challenging, especially for non-technical users attempting to access features.
  • Users find the expensive pricing of SAS Viya a potential barrier, complicating their decision-making process.

What Are Recent G2 Reviews of SAS Viya?

What Are G2 Users Discussing About SAS Viya?

Domo

Domo is a software designed to help organizations turn data into actionable insights and tailored data-driven solutions. The software provides data connection, preparation, dynamic reporting, and visualization capabilities by leveraging built-in AI and automation within a single unified interface. It automates workflows and AI agent deployment and reduces the complexity of managing multiple disconnected data tools. Domo addresses business intelligence challenges by enabling both technical and non-technical users to connect diverse data sources and generate insights without requiring separate tooling. The software supports use cases including custom reporting, workflow automation, and AI agent creation for teams across mid-market and enterprise organizations.

Average Rating: 4.3/5.0

Total Reviews: 1,079

How Do G2 Users Rate Domo?

  • Roles Management: 7.8/10 (Category avg: 8.8/10)
  • Data Discovery: 6.7/10 (Category avg: 8.8/10)
  • Compliance Management: 7.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Domo?

  • Seller: Domo
  • Company Website:
  • Year Founded: 2010
  • HQ Location: American Fork, UT
  • Twitter: @Domotalk
    63,513 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,288 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, Business Analyst
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Medium, 28% Large

What Do G2 Reviewers Say About Domo?

AI-generated summary from verified user reviews

Pros
  • Users find Domo's ease of use and intuitive design invaluable for managing data efficiently and effectively.
  • Users value the flexible and user-friendly data visualization capabilities of Domo, enhancing their data analysis experience significantly.
  • Users find Domo's intuitive design empowering, facilitating easy access and effective data visualization for all skill levels.
  • Users praise Domo for its easy integrations, streamlining data management and enhancing real-time collaboration across various platforms.
  • Users value Domo's seamless integration capabilities, enabling efficient data management and real-time insights from various sources.
Cons
  • Users find the learning curve steep, often needing dedicated resources to manage updates and functionalities effectively.
  • Users report missing features in Domo, including flexibility in pivot charts and dynamic column options.
  • Users face significant data management issues with Domo, including unreliable connectors and challenging reporting functionality.
  • Users find Domo expensive, especially with drastic price increases that strain budgets and erode client trust.
  • Users find Domo's complexity hinders flexibility and speed in dataset management, making changes challenging and time-consuming.

What Are Recent G2 Reviews of Domo?

What Are G2 Users Discussing About Domo?

Twilio Segment

Twilio Segment is a software designed to provide companies with a customer data foundation that puts customers at the heart of every business decision. The software provides customer data collection, unification, and routing capabilities by leveraging a Customer Data Platform architecture that connects data across any system in real time. It automates customer data pipelines across marketing, product, and analytics tools and reduces data fragmentation by creating a single unified customer profile. Twilio Segment addresses the challenge of understanding customers across touchpoints by enabling companies to collect and activate consistent, real-time customer data wherever it is needed. The software supports use cases including real-time personalization, growth acceleration, and customer experience optimization for thousands of companies including Intuit, FOX, Instacart, and Levi's.

Average Rating: 4.5/5.0

Total Reviews: 556

How Do G2 Users Rate Twilio Segment?

  • Roles Management: 8.4/10 (Category avg: 8.8/10)
  • Data Discovery: 8.5/10 (Category avg: 8.8/10)
  • Compliance Management: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Twilio Segment?

  • Seller: Twilio
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • Twitter: @twilio
    81,644 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,801 employees on LinkedIn®
  • Ownership: NYSE: TWLO

Who Uses This Product?

  • Who Uses This: Product Manager, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Medium, 42% Small

What Do G2 Reviewers Say About Twilio Segment?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Twilio Segment, finding integration and setup straightforward and effective.
  • Users find easy integration with various platforms in Twilio Segment to be incredibly efficient and hassle-free.
  • Users love the easy integrations with various platforms, enabling quick data flow without needing engineering support.
  • Users appreciate the easy setup of Twilio Segment, enabling efficient integration of multiple data sources.
  • Users appreciate the seamless integration capabilities of Twilio Segment, making data transfer effortless without needing engineering support.
Cons
  • Users find the pricing of Twilio Segment to be prohibitively expensive, which affects their overall satisfaction and recommendations.
  • Users express concerns about pricing issues, finding Twilio Segment's costs to be prohibitively high, affecting overall satisfaction.
  • Users face a steep learning curve for implementation, leading to costly mistakes and challenges for development teams.
  • Users struggle with poor customer support from Twilio Segment, leading to difficult implementation and dissatisfaction.
  • Users experience poor interface design issues with Segment, leading to implementation troubles and frustrating functionality challenges.

What Are Recent G2 Reviews of Twilio Segment?

What Are G2 Users Discussing About Twilio Segment?

Unanet GovCon

Unanet is an AI-first ERP and CRM platform specifically designed for project-driven businesses, such as government contractors, architecture firms, engineering companies, and construction firms. This comprehensive solution is tailored to help users seamlessly connect their project pursuits with the execution of those projects, the personnel involved, and the financial metrics that govern their success. With over 4,200 firms relying on Unanet, the platform offers essential tools for real-time visibility, intelligent automation, and embedded compliance capabilities, allowing leaders to make informed decisions that drive growth from the initial pipeline to final profit. The Unanet GovCon ERP is particularly focused on meeting the needs of government contractors. It integrates various critical functions, including project portfolio financials, project management, contract management, subcontractor management, time and expense tracking, resource planning, accounting, and reporting, all within a single cohesive system. This unification not only streamlines operations but also ensures compliance with DCAA and FAR requirements through built-in controls and workflows. Users gain immediate insights into project burn rates, funding, labor costs, revenue, margins, forecasts, and compliance, facilitating better management of their project portfolios. Targeted at organizations that require robust project planning and delivery capabilities, GovCon ERP empowers teams to manage contracts and subcontractors effectively, forecast resource needs, automate financial processes, and analyze performance metrics. As businesses evolve, they can extend the platform's capabilities with additional features such as Analytics Studio, AR Automation, and project-based inventory and manufacturing solutions. Unanet’s AI functionalities, including ChampAI and Champ for ERP, enhance decision-making by allowing teams to query trusted business data, identify project and financial risks, and automate workflows in a governed manner. The platform's real-time dashboards, reports, forecasts, KPIs, and analytics provide a unified view of performance for project, finance, operations, and executive teams, eliminating the need for disconnected spreadsheets and manual reconciliation processes. Furthermore, Unanet Connect enhances the GovCon ERP experience by offering integrations and workflow automation through pre-built connectors and enterprise-grade APIs. This feature allows organizations to synchronize critical information across their existing technology ecosystems, ensuring that all teams have access to the most current and relevant data for their operations.

Average Rating: 4.4/5.0

Total Reviews: 659

How Do G2 Users Rate Unanet GovCon?

  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Unanet GovCon?

  • Seller: Unanet
  • Company Website:
  • Year Founded: 1988
  • HQ Location: Dulles, VA
  • Twitter: @UnanetTech
    844 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    455 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Controller, Director of Finance
  • Top Industries: Information Technology and Services, Defense & Space
  • Company Size: 70% Medium, 23% Small

What Do G2 Reviewers Say About Unanet GovCon?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Unanet GovCon, appreciating its straightforward implementation and functionality.
  • Users value the easy-to-use reporting features of Unanet GovCon, enhancing DCAA compliance and analytics usability.
  • Users find Unanet GovCon's intuitive interface to be highly user-friendly and visually informative.
  • Users value the strong project management and resource planning capabilities of Unanet GovCon, enhancing overall efficiency.
  • Users praise the knowledgeable and friendly customer support of Unanet GovCon, enhancing their overall experience significantly.
Cons
  • Users find Unanet GovCon to be not user-friendly, especially for beginners trying to navigate its complex features.
  • Users find the learning curve steep for Unanet GovCon, making it challenging to navigate reports and analytics.
  • Users find Unanet GovCon to be not intuitive, struggling with navigation and overwhelming information, especially for newcomers.
  • Users find the export limitations frustrating, as many reports cannot be downloaded, complicating data access and analysis.
  • Users find difficult navigation challenging, citing clunky features and a steep learning curve in accessing information.

What Are Recent G2 Reviews of Unanet GovCon?

What Are G2 Users Discussing About Unanet GovCon?

Informatica Data & AI Governance, Privacy

Informatica Data & AI Governance, Privacy is a comprehensive, cloud-native solution designed to empower organizations with predictive data intelligence. By integrating data discovery, cataloging, governance, and lineage capabilities, it enables businesses to find, understand, trust, and access their data assets efficiently. This unified approach simplifies collaboration between technical and business teams, ensuring that data-driven decisions are based on accurate and trustworthy information. With AI-powered automation, the platform enhances data classification, curation, and quality management, facilitating faster and more reliable analytic insights. By providing a holistic view of data relationships and lineage, Informatica Cloud Data Governance and Catalog helps organizations turn their data into a competitive advantage. Key Features and Functionality: - Automated Data Discovery and Classification: Utilizes AI to automatically find, classify, and inventory critical data across cloud and on-premises environments. - Comprehensive Data Cataloging: Creates a centralized repository of data assets, linking technical metadata with business context for enhanced understanding. - End-to-End Data Lineage: Provides visual representations of data flow and transformations, enabling users to trace data origins and assess impact. - Integrated Data Quality Management: Monitors and ensures data quality through profiling, validation, and cleansing processes. - Collaboration and Social Curation: Facilitates teamwork by allowing users to share insights, certify data assets, and engage in discussions through comments and ratings. - AI Model Governance: Manages and governs AI models alongside data, ensuring compliance and trust in AI-driven decisions. Primary Value and Problem Solved: Informatica Data & AI Governance, Privacy addresses the critical need for organizations to manage and govern their data assets effectively in an increasingly complex data landscape. By providing a unified platform that automates data discovery, classification, and quality management, it ensures that businesses can trust their data for decision-making. The solution enhances collaboration between technical and business users, linking technical metadata with business context to provide a holistic view of data assets. This comprehensive approach not only accelerates the delivery of reliable analytic insights but also ensures compliance with data governance policies, ultimately turning data into a strategic asset that drives innovation and competitive advantage.

Average Rating: 4.1/5.0

Total Reviews: 146

How Do G2 Users Rate Informatica Data & AI Governance, Privacy?

  • Roles Management: 8.5/10 (Category avg: 8.8/10)
  • Data Discovery: 9.0/10 (Category avg: 8.8/10)
  • Compliance Management: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Informatica Data & AI Governance, Privacy?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 30% Small

What Do G2 Reviewers Say About Informatica Data & AI Governance, Privacy?

AI-generated summary from verified user reviews

Pros
  • Users value the automatic discovery and governance of enterprise data, enhancing clarity and trust in data management.
Cons
  • Users often face integration issues due to complex setup and design, especially in large enterprises with legacy systems.

What Are Recent G2 Reviews of Informatica Data & AI Governance, Privacy?

What Are G2 Users Discussing About Informatica Data & AI Governance, Privacy?

SAP Master Data Governance (MDG)

SAP Master Data Governance (MDG) is a software designed to facilitate the centralized or decentralized management of master data across an enterprise system landscape. The software provides data validation, quality checks, and governance framework capabilities by leveraging tight integration with existing SAP data models, business logic, and validation frameworks. It automates master data creation, modification, and distribution workflows and reduces data redundancy and errors through standardized quality controls. SAP Master Data Governance (MDG) addresses data consistency and compliance challenges by providing a unified view of customer, vendor, and product data while supporting open integration with third-party systems. The software supports use cases including master data consolidation, regulatory compliance, and cross-departmental data governance for industries such as finance, manufacturing, and retail.

Average Rating: 4.4/5.0

Total Reviews: 242

How Do G2 Users Rate SAP Master Data Governance (MDG)?

  • Roles Management: 8.8/10 (Category avg: 8.8/10)
  • Data Discovery: 9.1/10 (Category avg: 8.8/10)
  • Compliance Management: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Master Data Governance (MDG)?

  • 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: Consultant, SAP MDG Consultant
  • Top Industries: Information Technology and Services, Pharmaceuticals
  • Company Size: 55% Large, 33% Medium

What Do G2 Reviewers Say About SAP Master Data Governance (MDG)?

AI-generated summary from verified user reviews

Pros
  • Users find SAP MDG user-friendly and streamlined, simplifying data management and enhancing master data organization.
  • Users appreciate the centralization and efficiency of SAP MDG, enhancing master data management across systems.
  • Users value the high data quality maintained by SAP MDG, ensuring organized master data and reducing discrepancies.
  • Users appreciate the data accuracy of SAP MDG, ensuring high-quality, centralized, and compliant master data management.
  • Users appreciate the centralization of data in SAP MDG, enhancing efficiency and control over master data management.
Cons
  • Users find SAP MDG's complex setup challenging, requiring extensive time and effort for configuration and customization.
  • Users find the complex implementation of SAP MDG time-consuming and challenging, hindering initial setup and customization.
  • Users face complexity in configuration and a steep learning curve, which can hinder effective use of SAP MDG.
  • Users experience data management issues with SAP MDG, including duplicate handling, slow performance, and high setup costs.
  • Users find SAP MDG to be expensive for its perceived simplicity, preferring more cost-effective solutions instead.

What Are Recent G2 Reviews of SAP Master Data Governance (MDG)?

What Are G2 Users Discussing About SAP Master Data Governance (MDG)?

Oracle Enterprise Manager

Oracle Enterprise Manager is Oracle’s on-premise management platform that provides a single dashboard to manage all Oracle deployments, in the data center or in the cloud. Oracle Enterprise Manager offers improved visibility and control across your entire IT estate.

Average Rating: 4.3/5.0

Total Reviews: 179

How Do G2 Users Rate Oracle Enterprise Manager?

  • Roles Management: 8.1/10 (Category avg: 8.8/10)
  • Data Discovery: 8.6/10 (Category avg: 8.8/10)
  • Compliance Management: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Oracle Enterprise Manager?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 61% Large, 27% Medium

What Are Recent G2 Reviews of Oracle Enterprise Manager?

What Are G2 Users Discussing About Oracle Enterprise Manager?

MineOS

MineOS is the highest-rated data privacy and risk management platform on G2, introducing a new operating model: Autonomous Privacy. Designed for the modern enterprise, MineOS uses AI agents to continuously orchestrate privacy and risk operations across your entire ecosystem. From system discovery and data classification to DSR fulfillment, assessment autofill, and transfer tracking, agents run the work behind your privacy program, keeping your data inventory accurate and your risk continuously monitored. As your environment evolves, agents stay ahead - detecting changes, updating records, and triggering workflows automatically. Deploy in days, not months, and move from manual operations to a program that runs continuously, so your team can focus on high-impact strategy. Visit us at 👉 https://MineOS.ai

Average Rating: 4.7/5.0

Total Reviews: 235

How Do G2 Users Rate MineOS?

  • Roles Management: 9.0/10 (Category avg: 8.8/10)
  • Data Discovery: 9.7/10 (Category avg: 8.8/10)
  • Compliance Management: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind MineOS?

  • Seller: Mine
  • Company Website:
  • Year Founded: 2019
  • HQ Location: 94 Yigal Alon st., Alon 1 Tower, Tel Aviv 6789155, Israel
  • Twitter: @SayMineTech
    1,344 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    166 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 49% Medium, 29% Small

What Do G2 Reviewers Say About MineOS?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the excellent customer support from MineOS, which simplifies integration and enhances the overall experience.
  • Users highlight the ease of use of MineOS with its intuitive design and seamless integrations enhancing efficiency.
  • Users highly value the automation features of MineOS, appreciating the efficiency and support in managing tasks.
  • Users appreciate the ease of automating data subject requests with MineOS, transforming a tedious process into an almost effortless task.
  • Users value the efficient privacy management of MineOS, enhancing data governance and simplifying compliance processes.
Cons
  • Users feel that the hard-coded integrations in MineOS limit functionality, highlighting a need for enhancements and efficiency improvements.
  • Users note the limited customization options in MineOS, which hinder flexibility and user experience.
  • Users find the interface design poor, as it lacks intuitiveness and increases the effort required for tasks.
  • Users find the time-consuming process of customizing privacy forms and navigating the interface frustrating and inefficient.
  • Users find the user experience challenging, often encountering a cumbersome interface that requires excessive clicks for tasks.

What Are Recent G2 Reviews of MineOS?

What Are G2 Users Discussing About MineOS?

Orchestry

Orchestry is a Microsoft 365 management and automation platform that accelerates cost savings, storage reduction, sprawl prevention and risk remediation. Our platform is purpose-built with an emphasis on user experience and actionability so you can implement and start making an impact in days, not weeks. Orchestry streamlines workspace provisioning and lifecycle management, automates manual governance tasks, identifies and prioritizes potential risks, and consolidates data into centralized reports and dashboards. It goes beyond native capabilities so you can get control of your tenant, prevent future issues, scale with confidence, and get ready for AI fast.

Average Rating: 4.8/5.0

Total Reviews: 103

How Do G2 Users Rate Orchestry?

  • Roles Management: 9.4/10 (Category avg: 8.8/10)
  • Data Discovery: 8.7/10 (Category avg: 8.8/10)
  • Compliance Management: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Orchestry?

  • Seller: Orchestry Software Inc.
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Vancouver, British Columbia
  • Twitter: @OrchestrySoft
    459 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Consultant
  • Top Industries: Information Technology and Services, Consulting
  • Company Size: 42% Medium, 42% Small

What Do G2 Reviewers Say About Orchestry?

AI-generated summary from verified user reviews

Pros
  • Users commend Orchestry for its ease of use, simplifying workflows and enhancing collaboration across teams and departments.
  • Users find Orchestry to be time-saving, simplifying administration and allowing for quick bulk actions and easy governance.
  • Users appreciate the modern and intuitive user interface of Orchestry, enhancing usability and saving valuable time.
  • Users praise Orchestry for its effective workflow management, enhancing communication and project organization across departments.
  • Users appreciate the capabilities for governance and improved management in Orchestry, transforming their Microsoft 365 environment positively.
Cons
  • Users find the steep learning curve challenging, requiring significant time and effort to master Orchestry's features.
  • Users find the steep learning curve of Orchestry requires significant time and effort for customization and setup.
  • Users find the initial setup challenging, requiring significant time and effort to navigate and customize effectively.
  • Users find the difficult setup of Orchestry to be overwhelming, especially during the initial implementation phase.
  • Users find the poor UI of Orchestry challenging, wishing for a more intuitive and user-friendly interface.

What Are Recent G2 Reviews of Orchestry?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated