--- title: Informatica Data & AI Governance, Privacy Reviews meta_title: 'Informatica Data & AI Governance, Privacy Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 152 reviews by the users' company size, role or industry to find out how Informatica Data & AI Governance, Privacy works for a business like yours. aggregate_rating: rating_value: 4.1 review_count: 152 scale: '5' date_modified: '2026-09-22' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Informatica Data & AI Governance, Privacy Reviews **Vendor:** Informatica **Category:** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) **Average Rating:** 4.1/5.0 **Total Reviews:** 152 **AI Enabled:** This product embeds AI to enhance or extend its core functionality. ## About 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. ## Informatica Data & AI Governance, Privacy Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users value the **automatic discovery and governance** of enterprise data, enhancing clarity and trust in data management. (1 reviews) **What users dislike:** - Users often face **integration issues** due to complex setup and design, especially in large enterprises with legacy systems. (1 reviews) ## Informatica Data & AI Governance, Privacy Reviews ### 1. Powerful Data Governance and Privacy—But a Steep Learning Curve **Rating:** 3.5/5.0 stars **Reviewed by:** Matthew L. | Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like that Informatica provides a centralized approach to data governance and privacy. It makes it easier to understand where data lives, improve data quality, establish consistent governance standards, and help ensure sensitive information is appropriately managed. The automation and AI capabilities also help reduce some of the manual effort involved in data discovery and classification. **What do you dislike about Informatica Data & AI Governance, Privacy?** The platform can feel complex at first, especially for users who are new to data governance. There is a learning curve associated with understanding the different features and configuring the platform effectively. Some workflows and administrative tasks could also be more intuitive and streamlined. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Informatica Data & AI Governance helps us establish consistent data definitions, ownership, policies, and controls across the organization. It makes it easier to understand where data comes from, who is responsible for it, and how it should be used. This improves data quality and trust, reduces compliance and privacy risk, and gives teams a more reliable foundation for reporting, analytics, and AI initiatives. ### 2. Useful for data rules and sensitive-field visibility **Rating:** 3.0/5.0 stars **Reviewed by:** Sadahiro S. | Principal Evangelist, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 10, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like that we can write ownership and policy in one place, instead of keeping the rules only in a slide or a wiki page. Classification helps us see which fields look sensitive, and lineage is useful when someone asks where a number came from. For our team, the catalog is more helpful than a long document that nobody updates. It does not replace daily judgment, but it gives a common language when IT and business talk about data. **What do you dislike about Informatica Data & AI Governance, Privacy?** The tool only works if people keep the catalog alive. Empty terms and old owners make the screen look complete when it is not. Policy settings also take time, and business users do not always join that work. AI-related rules are still new for us, so we have to decide the meaning first, then put it into the tool. Without that discussion, governance becomes a label exercise. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Before, we could not always answer simple questions. Who owns this data? Is this field personal information? Can we use it for another report or for an AI use case? The answers lived in different teams, so approval took time and some people used data just because they already had access. This product helps us show ownership, sensitivity, and basic usage rules in one catalog. Reviews are still needed, but the starting point is clearer. For our team, requests moved a little faster, and we spend less time searching for the last policy file. It does not finish compliance work by itself, but it reduces “I did not know this was restricted.” ### 3. Stronger Data Trust and Visibility, but Navigation and Setup Take Time **Rating:** 3.5/5.0 stars **Reviewed by:** Jay W. | Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like that it provides better visibility and control over data, making it easier to understand where data comes from, how it’s being used, and whether it’s being managed appropriately. It also helps create more trust in the data being used across teams. **What do you dislike about Informatica Data & AI Governance, Privacy?** The platform can feel complex to navigate, and it can take time to understand all of the governance and privacy features. It would be helpful if some workflows were more intuitive and easier to set up. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It helps us ensure the data feeding our data warehouse and dashboards is accurate, well-governed, and easy to understand. This gives our marketing and business teams more confidence in the data they use for reporting and decision-making, while also helping us manage data privacy and compliance. ### 4. Unified, Automated Control Center for Data, Compliance, and AI Governance **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** What I like best about Informatica Data & AI Governance, Privacy is its ability to provide a fully automated, unified control center for an organization's entire data landscape. Instead of managing data cataloging, compliance, governance, and AI models in separate tools, it brings everything together into a single, cohesive framework. **What do you dislike about Informatica Data & AI Governance, Privacy?** What I dislike most about Informatica Data & AI Governance, Privacy is its extreme complexity and steep learning curve. While it is undeniably one of the most comprehensive platforms on the market, its sheer scale means that getting it fully operational requires massive effort and deeply specialized technical expertise **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** For me, Informatica Data & AI Governance, Privacy solves the critical problem of data chaos and regulatory blind spots across fragmented enterprise environments. In modern organizations, data is scattered across multi-cloud and on-premise systems, making it nearly impossible to know what data exists, whether it is secure, and if it is clean enough for AI models. ### 5. A practical approach to data and AI governance **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** What I like most about Informatica Data & AI Governance, Privacy is the way it brings data governance and privacy management into a more centralized approach. It helps organizations get better visibility into their data, understand how it is being used, and establish more consistent policies around data access and protection. I also appreciate the focus on governance for both traditional data and AI-related use cases, which is becoming increasingly important as organizations adopt more AI solutions. **What do you dislike about Informatica Data & AI Governance, Privacy?** The platform can take some time to get familiar with, particularly for users who are new to data governance and privacy tools. There are also several concepts and configuration options to understand before you can make full use of the platform. Setting up governance processes across different data sources can require careful planning as well. A more simplified onboarding experience and clearer guidance for beginners would make it easier to get started. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Informatica Data & AI Governance, Privacy helps address the challenge of managing data responsibly across different sources while maintaining visibility, security, and compliance. It provides a more structured way to understand where data is stored, how it is being used, and how governance policies can be applied consistently. This reduces the complexity of managing data across different environments and makes it easier to maintain better data practices. It is also useful as organizations adopt AI, since having clear governance and privacy controls becomes increasingly important when working with sensitive or business-critical data. ### 6. Data governance is must for every organisation growth **Rating:** 5.0/5.0 stars **Reviewed by:** Prakash U. | AWS Data Engineer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** April 13, 2023 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Informatica Data & AI Governance, Privacy?** What I like most about Informatica Cloud Data Governance and Catalog is how it can automatically discover, catalog, and govern enterprise data across both cloud and on-prem environments, while also providing end-to-end data lineage and AI-driven metadata intelligence. It makes data governance easier by helping technical and business users clearly understand data flow, ownership, data quality, and impact analysis across platforms such as Amazon Web Services, Snowflake, and Databricks. Overall, this improves data trust, supports compliance, boosts operational efficiency, and strengthens decision-making. **What do you dislike about Informatica Data & AI Governance, Privacy?** One thing I dislike about Informatica Cloud Data Governance and Catalog is that the initial setup and governance framework design can be complex, particularly in large enterprises with many data sources and legacy systems. Even though the platform is powerful, configuring metadata ingestion, lineage, roles, policies, and stewardship workflows often takes careful planning and typically requires experienced administrators. In addition, certain advanced features and integrations can drive up licensing costs, and performance may slow down when the tool is managing very large metadata environments unless it is properly optimized. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Informatica Cloud Data Governance and Catalog addresses major challenges with data visibility, governance, lineage, and trust across complex enterprise environments. It helps by automatically cataloging data assets, tracking end-to-end lineage, identifying sensitive data, and strengthening data quality management across platforms such as Amazon Web Services, Snowflake, and Databricks. For me, this reduces the manual effort involved in data discovery and impact analysis, speeds up troubleshooting and root-cause identification, improves compliance readiness, and helps teams trust the data and use it more efficiently for analytics and business decisions. ### 7. Effortless Data Management with Stellar Support **Rating:** 5.0/5.0 stars **Reviewed by:** Roseann Y. | Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like how easy Informatica Data & AI Governance, Privacy is to use and appreciate that it's always improving. I really value the de-duplication feature since we often encounter duplicated data when creating contacts. The setup was easy for us, and we had plenty of support, which made the process smooth. **What do you dislike about Informatica Data & AI Governance, Privacy?** It is a little expensive **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** The product provides secure, clean data access, ensures consistency, and simplifies data retrieval. I value its de-duplication feature for reducing duplicated data when creating contacts. ### 8. Stronger Data Governance and AI Trust with Informatica Data & AI Governance, Privacy **Rating:** 4.0/5.0 stars **Reviewed by:** Katie L. | Member Of Design Management Insititute, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like that Informatica Data & AI Governance, Privacy helps organizations manage, govern, and protect data while improving visibility and trust in AI-driven processes. **What do you dislike about Informatica Data & AI Governance, Privacy?** I dislike that Informatica Data & AI Governance, Privacy can be complex to implement and may require significant effort to configure and maintain. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It helps solve data quality, governance, privacy, and compliance challenges by providing better visibility and control over data, which improves trust, reduces risk, and supports more informed decisions. ### 9. Stronger Data Governance and Visibility, but Complex to Configure at Scale **Rating:** 3.5/5.0 stars **Reviewed by:** Ruchika J. | Workforce Development, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 16, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like how it helps improve data governance, privacy, and compliance while providing better visibility and control over data and AI assets. **What do you dislike about Informatica Data & AI Governance, Privacy?** The platform can be complex to configure and manage, especially across large and diverse data environments. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It helps manage data and AI governance, improve privacy and compliance, and provide greater visibility and control, reducing risk and enabling more trusted data use. ### 10. Secure and User-Friendly Governance Solution **Rating:** 2.0/5.0 stars **Reviewed by:** Francyne T. | Arquiteto de soluções, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like how secure Informatica Data & AI Governance, Privacy is. The security features are what stand out to me the most. I also found the initial setup to be very easy, which was a pleasant surprise. **What do you dislike about Informatica Data & AI Governance, Privacy?** K **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** I use Informatica Data & AI Governance, Privacy to solve multiple governance challenges, and I appreciate its strong security features. ### 11. Makes Governance and Privacy Compliance More Manageable, Though Always Evolving **Rating:** 3.5/5.0 stars **Reviewed by:** Briana L. | Salesforce Principal Enterprise Architect, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Make the stress of governance and privacy regulations just a bit more palatable **What do you dislike about Informatica Data & AI Governance, Privacy?** There is a lot of nuance to privacy and always something new to learn **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Ensure their data is accurate, compliant, and trustworthy for AI and analytics use. ### 12. Principal: A Great First Impression **Rating:** 4.0/5.0 stars **Reviewed by:** Shaun P. | Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through Google One Tap using a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 17, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Principal seems sound with the effort. Covers many angles **What do you dislike about Informatica Data & AI Governance, Privacy?** I’m sure as yet I haven’t used it yet. Requires further review **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Currently going through a process of masturbate management this all seems to be useful to assist ### 13. Centralized Data Governance and Lineage for Better Enterprise Control **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I like how it provides a centralized view of data governance, lineage, quality, privacy, and AI-related controls, helping teams better understand and manage enterprise data. **What do you dislike about Informatica Data & AI Governance, Privacy?** The initial setup and configuration can be complex, and successful adoption often requires strong data governance processes, clear ownership, and specialized expertise. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It helps solve fragmented data governance, unclear data ownership, privacy risks, and limited visibility into data lineage, improving compliance, data trust, and confidence in analytics and AI initiatives. ### 14. Very User-Friendly with a Clean, Easy-to-Use UI **Rating:** 5.0/5.0 stars **Reviewed by:** Debadrita A. | Salesforce Business Systems Analyst , Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Its very user friendly and easy to use. Good UI **What do you dislike about Informatica Data & AI Governance, Privacy?** I think it could be limited to certain data, a lot of user data is being used. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It gives me an insight to the product information ### 15. Data governance review Excellent Data Lineage and Business Glossary for Clear Domain Context **Rating:** 5.0/5.0 stars **Reviewed by:** Subramanya Bharadwaja S. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Data lineage, domain, business glossary. Metadata scanning helps to get all metadata as linty most important or how they are connected **What do you dislike about Informatica Data & AI Governance, Privacy?** Too many hops. Recommendations can be improved a lot **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Lineage, business glossary, connections to various systems ### 16. Needs Improvement: Better Visibility Into Team Work and Responsible AI Use **Rating:** 2.5/5.0 stars **Reviewed by:** Jeremy B. | Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Still getting used to it and learning so far, it’s pretty cool in Mary effective **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing yet I’m still new to the platform so still figuring **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Primarily AI governance where and how it’s being used ### 17. Strong Security Model That Inspires Confidence **Rating:** 4.0/5.0 stars **Reviewed by:** Alex C. | PM, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: Seller invite:** Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 16, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** The security model provides the confidence needed to govern and product sanitized data **What do you dislike about Informatica Data & AI Governance, Privacy?** The limited access to non-admin users. This should include a mechanism or interface for business users to manage. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Data Governance ### 18. Great Experience Overall **Rating:** 4.0/5.0 stars **Reviewed by:** Diana S. | QA Project Coordinator, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Amazing review of the data and how to properly bring into AI and regulations around it **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing really everything was so informative **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Solving how to go about setting up the governance ### 19. Clear Benefits as Our Semantic Model Matures **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I can really see the benefits as we further strengthen our semantic model. **What do you dislike about Informatica Data & AI Governance, Privacy?** Users really need to make sure their source data already has a certain degree of completeness and synergy before you can reap the benefits **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Informatica was explored as a possible replacement for another tool used for data curation. We were looking for something that could take on more robust requirements than what we were using ### 20. Excellent Data Lineage Visibility **Rating:** 5.0/5.0 stars **Reviewed by:** Varadharajan B. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I low the lineage capability that give visibility **What do you dislike about Informatica Data & AI Governance, Privacy?** It can feel slow when the dataset is very large and even slightly complex. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Data lineage and data governance. ### 21. Strong Data Governance, but Policy Configuration Is Complex **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 12, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Strong data classification and governance controls — helps ops teams ensure CRM data quality and compliance across the revenue org. **What do you dislike about Informatica Data & AI Governance, Privacy?** Policy configuration is complex and time-consuming — sales ops teams typically need IT involvement for most governance rule changes. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Addresses inconsistent data quality across our sales systems — having governed, trustworthy data in our CRM makes ops reporting and forecasting more reliable. ### 22. Love the Scanners **Rating:** 5.0/5.0 stars **Reviewed by:** Dawid D. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Scanners in CDGC that cover all my sources **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing really to dislike there ……………….. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** We are developing scanners for CDGc ### 23. Informatica: A Valuable Tool for AI Governance in Regulated Industries **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 14, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Informatica is a useful item for have on our tech stack for highly regulated industries it proves another layer For AI governance **What do you dislike about Informatica Data & AI Governance, Privacy?** I found it to be overall a useful product it does take some time to learn it properly and there are limited resources to learn **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** A tool for AI infrastructure ### 24. Still Learning the Features—Need Clearer FedRAMP Guidance for Gov Customers **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Military | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 16, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Full disclosure, I was in the data privacy space and hadn't heard of this until today. Looking forward to learning more. **What do you dislike about Informatica Data & AI Governance, Privacy?** Still learning about the features and policies. Unclear whether it is fedramp compliant for military and gov customers **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Still trying to figure that out at the moment ### 25. Full Control and Easy Data Cleaning Before Changes **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I have full control over data. And before even making any changes I can clean the data. **What do you dislike about Informatica Data & AI Governance, Privacy?** I have only done trial, so far I have not found any features that I dislike **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Make its easy for me to validate data. ### 26. Multi-Microservice Platform That Strengthens and Governs the Data Layer **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** It's a platform with multiple micro service to improve and govern the data layer **What do you dislike about Informatica Data & AI Governance, Privacy?** It very expensive and it's hard to get enough business cases to support the investment **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Data Cleanup to reduce duplication and improve the governance ### 27. Strong Data Analysis Tool, but Admin Configuration Could Be Simpler **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I'm using the tool to help analyze the data within our system **What do you dislike about Informatica Data & AI Governance, Privacy?** Configuration could be a bit simpler for admins **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Being able to make sure that data stays clean within the pipeline ### 28. Secure, Compliance-Ready, and Fully Trusted **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** I trust that it’s secure and that it helps us meet our compliance requirements. **What do you dislike about Informatica Data & AI Governance, Privacy?** At the moment, there’s nothing I dislike. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** We use this product to meet our compliance requirements. ### 29. Prevents Excess Data Sharing with Models **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Helps to ensure excessive data is not shared with models **What do you dislike about Informatica Data & AI Governance, Privacy?** Costly. High implementation cost to start **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Lack of visibility on data getting sent by employers to models ### 30. Keeps Data Clean and Transparent, Backed by a Strong Reputation **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Government Relations | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account added to their profile **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Helps keep data transparent and clean and it has a great reputation **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing that I can think of at the moment no **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Working with government and compliance ### 31. Helps Keep Our Agent Data Secure and Safe **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** It helps us keep our agent data secure and safe **What do you dislike about Informatica Data & AI Governance, Privacy?** Not enough experience to say. We’re still new to it **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Not enough experience to say ### 32. Keeps Us Compliant in a Fast-Paced Industry **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Keeps us compliant in a fast paced industry **What do you dislike about Informatica Data & AI Governance, Privacy?** Lot of things too hard, but part of the process **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Fast pace means we need guardrails ### 33. Clear Privacy Models, but Data Usage Could Be More Transparent **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Clearly outlines the privacy models and what’s protected **What do you dislike about Informatica Data & AI Governance, Privacy?** I wish it was more apparent what parts of data is used **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Ai usage dos and donts ### 34. A Complete Product for Security and Lineage **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: G2 invite on behalf of seller:** Invitation from G2 on behalf of a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **Reviewed Date:** September 15, 2026 **What do you like best about Informatica Data & AI Governance, Privacy?** Ability to help me in security and lineage **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing it seems a very complete product **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** GDPR security ### 35. Advertise your internal data to support Discovery **Rating:** 3.5/5.0 stars **Reviewed by:** Craig C. | Principal Data Architect, Enterprise (> 1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Source: G2 invite:** Invitation from G2. This reviewer was not provided any incentive by G2 for completing this review. **Reviewed Date:** September 03, 2025 **What do you like best about Informatica Data & AI Governance, Privacy?** Good search, easy to maintain, keeps track of data orders and consumers. **What do you dislike about Informatica Data & AI Governance, Privacy?** Limited approval workflow support and integration with non-Informatica products. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Providing a search engine and filtering mechanism to support Data Discovery, ordering access and a place to provide a list of consumers to allow those that own and advertise their data to watch those with access, revoke access and communicate with their consumers. ### 36. Consultant **Rating:** 4.5/5.0 stars **Reviewed by:** Himanshu S. | Sr.ISDR, Market Research, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** September 25, 2024 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Informatica Data & AI Governance, Privacy?** It keeps your data stored and secured in cloud with good features, and anyone can use it easily alongwith that it integrates seamlessly with current internal softwares. **What do you dislike about Informatica Data & AI Governance, Privacy?** Sometimes it lags when we download the data and takes aple of time to get recover but this is incase of heavy files only. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** One can easily manage all the company data in a single platform and that too whenever we need we can download it and it keeps your data secured as it follows informaticas highest security standards. ### 37. Protect sensitive data **Rating:** 4.0/5.0 stars **Reviewed by:** Sumeet J. | Lead Assistant Vice President, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** April 02, 2024 **What do you like best about Informatica Data & AI Governance, Privacy?** Data transparency is an important and vital feature which connects with various data sources and discover data, assess risks and monitor access to automate protection. Ability to identify risk exposure and respond to DSAR inquiries with transparency in use **What do you dislike about Informatica Data & AI Governance, Privacy?** Unable to integrate with some data visualisation tool for risk insights **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Support regulatory compliance Protecting personal and sensitive data Gain visibility into sensitive data Protecting private data from prying eyes Monitor vital suspicious activity ### 38. Safeguarding Data: Unraveling the capabilities of Informatica Dynamic Data Masking **Rating:** 4.5/5.0 stars **Reviewed by:** Amruta P. | Frontend Web Developer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 12, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** The Things I like about Informatica Dynamic Data Masking are: Comprehensive Data Protection: It helps safeguard sensitive data by dynamically masking it in real-time, so unauthorized users cannot access the original sensitive information. Data-Driven Security: The solution combines data masking with Informatica's data integration and oversight capabilities, facilitating a comprehensive approach to data security. **What do you dislike about Informatica Data & AI Governance, Privacy?** The Things I dislike about Informatica Dynamic Data Masking are: Performance Impact: Data masking techniques can potentially impact data processing speed in real-time. Cost: It is a commercially available solution, and the investment required for licenses and ongoing support may pose financial considerations for specific organizations. Evaluating the cost-effectiveness and budgetary implications of data security solutions is crucial to assess. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** The Benefits that I have got using Dynamic Data Masking are: It addresses the challenge of protecting sensitive data from unauthorized users. It allows only authorized users to access masked data, maintaining data usability for tasks such as analytics, reporting, and application development while protecting sensitive data. ### 39. Unparalleled Data Protection: The Best Features of Informatica Dynamic Data Masking **Rating:** 5.0/5.0 stars **Reviewed by:** Joseph M. | IT Support Specialist, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** June 06, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Advanced Data Masking Techniques: Informatica Dynamic Data Masking employs advanced data masking techniques to ensure sensitive information remains secure, even during data access and testing. The solution provides various masking options, such as substitution, shuffling, and encryption, allowing organizations to tailor the level of data protection based on specific requirements. The flexibility and robustness of these masking techniques provide peace of mind and maintain data integrity. **What do you dislike about Informatica Data & AI Governance, Privacy?** Learning Curve: Informatica Dynamic Data Masking may present a learning curve for users who are new to the software. While it offers advanced features and customization options, the complexity of the interface may initially overwhelm some users. Enhancements such as intuitive user guides, interactive tutorials, and contextual help features could help mitigate this issue, allowing users to quickly adapt and maximize the software's capabilities. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Maintaining Regulatory Compliance: Compliance with privacy regulations is a top priority for organizations across industries. Informatica Dynamic Data Masking plays a pivotal role in meeting these requirements by enabling organizations to implement data masking strategies that align with regulatory frameworks. It helps protect personally identifiable information (PII), payment card data, and other sensitive data elements, ensuring compliance with data privacy laws such as GDPR, HIPAA, and PCI-DSS. ### 40. Informatica Dynamic Data Masking Review **Rating:** 4.0/5.0 stars **Reviewed by:** Mayank J. | Endpoint Security Specialist , Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** July 14, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Informatica Cloud data masking offers various techniques to protect sensitive data. With the help of their format-preserving technique, without changing the format, we protected the data. Additionally, their dynamic data discovery technique identified most of the sensitive data fields. Overall, I can say Informatica is a comprehensive solution with a robust and user-friendly experience in anonymizing data. **What do you dislike about Informatica Data & AI Governance, Privacy?** Collaboration with the support team is difficult and response time is very high **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Integration with other Informatica features such as Informatica Test Data Management which allows us to create test data for dev or another environment testing. RBAC- Role-based access control enhance privacy and restrict unauthorized access. excellent scalability. save developers significant time. ### 41. Informatica Dynamic Data Masking - A Upper Hand in the Field of Data **Rating:** 4.5/5.0 stars **Reviewed by:** ARIJIT P. | Assistant Consultant, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 14, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Reduced data breach risk is the primary uptick in data masking. Several customization features are an added advantage to this tool which leads the way data is handled in today's data-driven world. **What do you dislike about Informatica Data & AI Governance, Privacy?** Throws a computational overhead for production database. Unable to mask stored procedure which leads to rewrite query result. Data processing speed is drastically reduced in real time. Cost to ensure smooth functioning of tool is relatively large. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Previously we were using RDBMS and legacy systems. With Informatica Dynamic Data Masking, we are able to use the Hadoop data file system, which enables us to handle multiple high-volume data at significantly less time and with more agility to the system. ### 42. Best tool to prevent Data Breach **Rating:** 5.0/5.0 stars **Reviewed by:** Sandeep S. | Programmer Analyst Trainee, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 23, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Informatica's best tool for data encryption. Its interface is very user-friendly. We are using this tool to mask sensitive data in environments. Different databases are supported in this like Oracle, Redshift, etc. **What do you dislike about Informatica Data & AI Governance, Privacy?** The most frustrating thing is there are very few sources for learning Informatica's dynamic data masking tool. Also, the documentation available is not sufficient. The other thing is its processing speed, which needs to be improved. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** The major thing about this is it prevents sensitive data from unauthorized users and sends notifications if that user tries to access it. Also, it handles a large amount of data. ### 43. Mask your sensitive data using Informatica dynamic data masking tool. **Rating:** 4.5/5.0 stars **Reviewed by:** Somnath N. | Senior Consultant, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 11, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Informatica dynamic data masking feature gives user flexibility to mask only flexible data in the event of testing, pre-sales, sales demo etc. It prevents unauthorized access to an organization's sensitive data. **What do you dislike about Informatica Data & AI Governance, Privacy?** There are two types of data masking: static and dynamic masking. In dynamic masking, it only masks sensitive data within a whole dataset like DOB, email address, serial number, etc. However, in static masking, it masks the entire dataset, which is more secure. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It's doing a great job in terms of data security. It's helped organizations to mask their sensitive data and prevent unauthorized use. Also, dynamic masking gives the ability to present data for public or lab use purposes. ### 44. The best Data Encryption and Data Integrity tool for End User. **Rating:** 4.0/5.0 stars **Reviewed by:** saikat d. | Senior ITS, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** March 06, 2023 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Informatica Data & AI Governance, Privacy?** If you are looking for a enhance level data Security and data protection software, Informatica Dynamic Data Masking is just for you only. One of the best platforms for data integration is Informatica dynamic data masking. The data integration tool from Informatica can operate on the broadest array of platforms and systems. **What do you dislike about Informatica Data & AI Governance, Privacy?** I haven't found anything for Dislike, although it is very worthy and a complete package with fair value ever. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** A superior method to prevent sensitive data from being accessed or used by any unauthorized individuals is dynamic data masking (DDM), several important components, including data encryption, hashing are included in its end-user privacy compliance. Data Masking can facilitate secure coding and simplify application design so that without the proper privileges or authorization no-one can read the Data or corrupt the Data. ### 45. Increase data security & data quality **Rating:** 4.5/5.0 stars **Reviewed by:** Yogesh K. | D, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** April 06, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** They provide data management in a cloud environment and help establish security protocols for accessing the data, ensuring compliance standards and limiting data misuse. It's essential to protect and manage your data with some cost-effective solutions. They help my organization to provide their data is secure, accurate, and accessible. Somehow they reduce your capital expenses. **What do you dislike about Informatica Data & AI Governance, Privacy?** There is nothing to dislike as such, it is easy to use and access. I haven't seen any documentation from Informatica about what happens with customer data or what happens if their product gets compromised. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Without proper governance and management tools, the management of data assets can become tedious and time-consuming. Cloud Data Governance and Catalog can automate many data management tasks, such as data classification, tagging, and documentation, thereby increasing efficiency and reducing costs. ### 46. Informatica Dynamic Data Masking Review **Rating:** 5.0/5.0 stars **Reviewed by:** Himanshu G. | Software Engineer II, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** May 28, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** It provides complete protection for production environment. It prevents unauthenticated access and send alerts on unauthorized access attempts and also it generates logs and audit. It masks data based on role, location etc **What do you dislike about Informatica Data & AI Governance, Privacy?** It is a bit complex to understand initially with a slightly less documentation available. But once you get a little idea it is very easy and convenient to use it for masking and other security purposes. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** I have used Dynamic Data Masking to mask sensitive data and also I have used it for alerts and logging. This product solved my purpose completely and it was very easy to use. ### 47. Park your data archiving worry and get your business running **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** April 20, 2022 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Informatica Data & AI Governance, Privacy?** The user-friendly navigation still holds as one of the best in the markets today, making it easy to set up and implement. For large-scale organisations like ours, which often has data growing exponentially, it has been of great help to improve the application performance by archiving the historical/obsolete data. **What do you dislike about Informatica Data & AI Governance, Privacy?** Downtime for maintenance sometimes causes delays during month-end consolidations that make the application unavailable. The support teams keep us informed before commencing any major archival. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** As mentioned earlier, we had siloed applications and databases that contained many GBs of historical and obsolete data that were no longer or rarely used for reporting, with the use of this tool we realized the boost of application performance and reduction of infrastructure costs by a significant difference compared to other tools and could focus more on the business outcomes instead of worrying of data archival tools. ### 48. Dynamic data masking master **Rating:** 5.0/5.0 stars **Reviewed by:** ANAND V. | Associate Consultant, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 06, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** We used Informatica to mask the data for users and developers. For example, we have certain columns in a table which contain sensitive information so that we can easily mask it for developers. **What do you dislike about Informatica Data & AI Governance, Privacy?** We may need to make this applicable for administrators as well. We can also provide a specific role for this masking. We have a few scenarios where the admin should not see the data. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It resolves our privacy and security problems on the critical fields. Integer, date, string, card - it's acceptable for all types of data. Thanks. ### 49. One of the best ETL tool **Rating:** 5.0/5.0 stars **Reviewed by:** Prajwal S. | Associate Consultant, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** July 25, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** Useful to convert hard and time consuming manual processes to automate on a single platform **What do you dislike about Informatica Data & AI Governance, Privacy?** Not able to connect various data sources as compared to ADF **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** Saved many hours of manual process by creating some ETL automation ### 50. Informatica DDM: Simple, light and effective **Rating:** 3.5/5.0 stars **Reviewed by:** KONGKHAM MOMO S. | Security Delivery Team Lead, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 07, 2023 **What do you like best about Informatica Data & AI Governance, Privacy?** I like the simplicity of the tool. Very user friendly ui. It supports many databases. **What do you dislike about Informatica Data & AI Governance, Privacy?** Nothing as such. Sometimes, the tool is not stable. There is always a room for improvement. **What problems is Informatica Data & AI Governance, Privacy solving and how is that benefiting you?** It helps to secure the sensitive data to unauthorised or limited access users. ## Informatica Data & AI Governance, Privacy Discussions - [What is Informatica Dynamic Data Masking used for?](https://www.g2.com/discussions/what-is-informatica-dynamic-data-masking-used-for) - [What is Informatica Data Privacy Management used for?](https://www.g2.com/discussions/what-is-informatica-data-privacy-management-used-for) - [What is Privitar Data Privacy Platform used for?](https://www.g2.com/discussions/what-is-privitar-data-privacy-platform-used-for) - [What is Big Data Governance Edition used for?](https://www.g2.com/discussions/what-is-big-data-governance-edition-used-for) - [MS SQL Server Data Source Ingestion](https://www.g2.com/discussions/ms-sql-server-data-source-ingestion) - 1 upvote - [View Informatica Data & AI Governance, Privacy pricing details and edition comparison](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-27+16%3A58%3A27+-0500&secure%5Bsession_id%5D=03ce99b5-6221-4488-8904-834343e1d06d&secure%5Btoken%5D=352f853635077d9f94c8752465aaf4282ef011697251743d9d83b895a01906a0&format=llm_user) ## Informatica Data & AI Governance, Privacy Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Reporting/Analytics - AI Copilot - Collaboration Tools - Data Import/Export - Generative AI - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Multiple Data Sources - Activity Dashboard - Workflow Automation **Additional Functionality** - Incident Management - Real-Time Monitoring - Risk Alerts - Reporting & Statistics - Third-Party Integrations - Workflow Management - Risk Analysis - Sarbanes-Oxley Compliance - Single Sign On - Compliance Management - Policy Management - Real-Time Reporting - Audit Trail - Assessment Management - HIPAA Compliant - Enterprise Risk Management - Data Visualization - Configurable Workflow - User Management - Internal Controls Management - AI Copilot - Environmental Compliance - Customizable Reports - Data Import/Export - Risk Management - API - Risk Assessment - Activity Dashboard - Task Management - Audit Management - Generative AI - Governance - Corrective and Preventive Actions (CAPA) - Alerts/Notifications - FDA Compliance - Approval Process Control - Version Control **AI/Machine Learning** - AI/Machine Learning **Collaboration Tools** - Collaboration Tools **Access Controls/Permissions** - Access Controls/Permissions **Task Management** - Task Management **Natural Language Processing** - Natural Language Processing **AI Policy Mapping** - AI Policy Mapping **AI Risk Management** - AI Risk Management **Ethical AI Monitoring** - Ethical AI Monitoring **Audit Trail** - Audit Trail **Integration into Third Party Applications** - Integration into Third Party Applications **Product Lifecycle Management** - Product Lifecycle Management **Proactive Recommendations** - Proactive Recommendations **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage - Workflow Management **Data Masking** - Sensitive Fields - Dynamic Masking - Static Masking - Consistent Masking - Random Masking **Functionality** - Diverse Extraction Points - Consolidation - Data Cleaning - Visualization - Data Extraction - Real-Time Data - Email Address Extraction - Metadata Extraction - Document Extraction - Phone Number Extraction - Email Address Extraction **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations - Configurable Workflow - Rules-Based Workflow **Functionality** - Data Subject Access Requests - Identity Verification - Privacy Impact Assessments - Data Mapping - survey-based - Data Mapping - automated - Data Discovery - Data Classification - De-identification/pseudonymization - Breach notification - Consent management - Data access governance - Alerts/Notifications - Policy Management - Vendor Risk Management - Audit Management - Customer Data Management - Internal Controls Management - Vulnerability Management - Risk Management - Metadata Management - Compliance Management - Sensitive Data Identification - Risk Assessment - Deletion Management **Compliance** - GDPR compliant - CCPA compliant **Functionality** - Structure type - Contextual search - Template algorithms - Custom algorithms - False-positive management - Multiple file and location types - Real-time monitoring - Dashboard - Compliance - Reporting - Data Dictionary Management - Metadata Management - Workflow Management - Compliance Management **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage - Data Visualization **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Data Collection** - Data Types - Data Sources - Third Party **Data Management** - Data Migration - Managing Data **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI - Approval Process Control **AI Compliance** - Regulatory Reporting - Automated Compliance - Audit Trails **Discovery & Classification - Data Security Posture Management (DSPM)** - Continuous real‑time monitoring - Discover & classify sensitive data - Custom classification support **Additional Functionality** - Reporting & Statistics - Single Sign On - Generative AI - Access Controls/Permissions - Automatic Backup - Authentication - Archiving & Retention - HIPAA Compliant - Data Mapping - Security Breach Monitoring - Data Masking - Data Lineage - Collaboration Tools - Third-Party Integration - Privacy Options - AI Copilot - API - Data Security - Data Subject Requests (DSR/DSAR) - PIA/DPIA - Encryption - GDPR Compliance **Compliance** - Access Management - At-Risk Analysis - Sensitive Data Compliance **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring - Real-Time Monitoring **Functionality** - Static pseudonymization - Dynamic pseudonymization - Batch de-identification **Functionality** - Identity Verification - Workflow - DSAR Portal - Reporting and logs **Security** - Access Control - Roles Management - Compliance Management - Deletion Management - Access Controls/Permissions - User Management - Process Management - Audit Management - Metadata Management **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Diverse Extraction Points** - Diverse Extraction Points **Data as a Service** - Self-Service Isights - DaaS Quality **Risk Management & Monitoring** - AI Risk Management - Real-time Monitoring **Platform AI Features - Policy Management** - Reports - Workflow Management - Customizable Reports - Compliance Management - Incident Management - Audit Management - Policy Metadata Management - Configurable Workflow **Agentic AI - Sensitive Data Discovery** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Proactive Assistance - Third-Party Integrations **Risk Prioritization - Data Security Posture Management (DSPM)** - Compliance posture assessment - Risk‑based exposure scoring **Additional Functionality** - Data Visualization - Visual Analytics - Multiple Data Sources - Sensitive Data Identification - Data Import/Export - Trend Analysis - Data Transformation - AI Copilot - Search/Filter - API - Customizable Reports - Dashboard Creation - Reporting/Analytics - Generative AI - Self Service Data Preparation - Data Connectors - Data Mapping - Access Controls/Permissions - Data Extraction - Activity Tracking - Data Cleansing - Drag & Drop - Alerts/Notifications - Publishing/Sharing - Big Data Analytics - Ad hoc Query - Data Modeling - AI/Machine Learning **Additional Functionality** - Version Control - Search/Filter - Reminders - Monitoring - API - Activity Tracking - Activity Dashboard - Role-Based Permissions - Single Sign On - Archiving & Retention - Audit Trail - AI/Machine Learning - Collaboration Tools - Risk Analysis - Self Service Portal - AI Copilot - Third-Party Integrations - Policy Creation - Alerts/Notifications - Policy Library - Real-Time Notifications - Reporting/Analytics - Customizable Templates **Additional Functionality** - Customizable Templates - Multiple Data Sources - Forecasting - Reminders - Multi-Language - Visual Discovery - Rules-Based Workflow - API - Drag & Drop - Third-Party Integrations - Workflow Management - Data Mapping - Trend Analysis - Compliance Management - Data Connectors - Search/Filter - Data Transformation - Data Import/Export - Reporting/Analytics - Customizable Fields - Multi-Channel Data Collection - HIPAA Compliant - Metadata Management - Generative AI - Access Controls/Permissions - AI Copilot - Visual Analytics - Data Capture and Transfer - Customizable Reports - Activity Dashboard - Dashboard Creation - Version Control - Query Builder - AI/Machine Learning - Data Verification - Optical Character Recognition - Batch Processing - Data Aggregation and Publishing - Job Scheduling - Data Mining - Data Aggregation - HTML Parsing - Multiple File Format Support - Data Cleansing - Reporting & Statistics - Natural Language Processing - Integration Management - Scheduling - User Management - Customization - Proactive Error Detection **Administration** - Deduplication - Backup - API / integrations **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management - Master Data Management - Data Management **Data Quality** - Data Preparation - Data Distribution - Data Unification **Connectivity** - Web services APIs **Maintainence** - Data Quality Management - Policy Management **Integration** - Governance, Risk & Compliance - Finance - Environmental, Quality and Safety Management - Sustainability Management - Policy Management - Risk Management - Internal Controls Management - Data Management - Task Management - Framework Management - Compliance Management **Architecture** - Data Fabric Creation - DaaS Architecture **Generative AI** - AI Text Generation - AI Text Summarization **Remediation & Governance - Data Security Posture Management (DSPM)** - Guided remediation actions - Integration with enforcement tools **Additional Functionality** - Metadata Management - Data Lineage - Data Discovery - Data Governance - Data Aggregation - Compliance Management - Search/Filter - AI Copilot - Data Migration - Configurable Workflow - Workflow Management - Archiving & Retention - Policy Metadata Management - Tagging - Third-Party Integrations - Big Data Analytics - Data Security - Metadata Extraction - Data Integration - Dashboard - Generative AI - Data Catalog - Data Profiling - Data Connectors - Data Visualization - Reporting/Analytics - Data Glossary - Data Quality Control - Data Management - Data Sampling - Data Modeling - Data Mapping - Data Dictionary Management - Version Control - Access Control **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Security ** - Data Types - Security Tools **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Risk Management - Environmental, Social, and Governance (ESG) Reporting** - Communications - Risk Identification - Risk Assessment **Access Control and Security** - Pole-based Access Control (RBAC) **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Reporting - Environmental, Social, and Governance (ESG) Reporting** - AI-Enabled ESG Reporting - Compliance Reporting - Generative AI - Compliance Tracking **Collaboration and Communication ** - Model Sharing and Reuse **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making - Third-Party Integrations - Active Directory Integration **Additional Functionality** - AI Copilot - Reporting & Statistics - Data Migration - Archiving & Retention - Data Capture and Transfer - Audit Trail - Single Sign On - Customizable Reports - Data Profiling - Authentication - Role-Based Permissions - Tagging - Secure Data Storage - Data Security - HIPAA Compliant - SSL Security - Risk Assessment - Data Mapping - Search/Filter - Self Service Portal - Multiple Data Sources - API - Automatic Backup - Visual Analytics **Agentic AI - Environmental, Social, and Governance (ESG) Reporting** - Autonomous Task Execution - Decision Making **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making - Third-Party Integrations **Agentic AI - AI Governance Tools** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Additional Functionality** - KPI Monitoring - AI Copilot - AI/Machine Learning - Customizable Reports - Customizable Dashboard - Performance Metrics - Reporting/Analytics - Auditing - Workflow Automation **Additional Functionality** - Metadata Extraction - Search/Filter - Collaboration Tools - Activity Tracking - Authentication - Data Security - Data Mapping - Archiving & Retention - Data Discovery - Data Catalog - Multiple Data Sources - Categorization/Grouping - AI Copilot - Reporting/Analytics - Tagging - Drag & Drop - Activity Dashboard - Role-Based Permissions - Single Sign On - Data Governance - Content Library - Data Synchronization - Data Import/Export - Access Controls/Permissions - Data Visualization - API ## Top Informatica Data & AI Governance, Privacy Alternatives - [Vanta](https://www.g2.com/products/vanta/reviews) - 4.6/5.0 (2,704 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.4/5.0 (1,140 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,340 reviews)