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# Alation vs Informatica Data & AI Governance, Privacy Comparison - What are their main differences?

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AlationInformatica Data & AI Governance, Privacy[+ Add Product](#)

Reviews

**Alation** [

4.4/5(98)

](https://www.g2.com/products/alation/reviews#reviews)

**Informatica Data & AI Governance, Privacy** [

4.1/5(151)

](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews#reviews)

Pricing

**Alation**
Free Trial

No pricing available

**Informatica Data & AI Governance, Privacy**
Free Trial

**Contact Us** · Intelligent Data Management Cloud (July 2026)

**Pricing Insights**
from reviews

Time to Implement

**Alation**
5 months

Based on 10 responses

**Informatica Data & AI Governance, Privacy**
3 monthsFaster

Based on 5 responses

Return on Investment

**Alation**
21 months

Based on 6 responses

**Informatica Data & AI Governance, Privacy**
15 months6 months sooner

Based on 5 responses

Perceived Cost

**Alation**
$$$$$

**Informatica Data & AI Governance, Privacy**
$$$$$

Average Discount

**Alation**
13%

**Informatica Data & AI Governance, Privacy**
Not enough reviews yet

Pros & Cons

**Alation**
[
Ease of Use (16)
](https://www.g2.com/products/alation/reviews?filters%5Bsentiment_snippet%5D=2357715&qs=pros-and-cons#reviews)[
Data Discovery (10)
](https://www.g2.com/products/alation/reviews?filters%5Bsentiment_snippet%5D=2357385&qs=pros-and-cons#reviews)[
Slow Performance (8)
](https://www.g2.com/products/alation/reviews?filters%5Bsentiment_snippet%5D=2357659&qs=pros-and-cons#reviews)[
Missing Features (6)
](https://www.g2.com/products/alation/reviews?filters%5Bsentiment_snippet%5D=2357758&qs=pros-and-cons#reviews)

**Informatica Data & AI Governance, Privacy**
[
Data Governance (1)
](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews?filters%5Bsentiment_snippet%5D=2514260&qs=pros-and-cons#reviews)[
Integration Issues (1)
](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews?filters%5Bsentiment_snippet%5D=2514264&qs=pros-and-cons#reviews)

Integrations

**Alation**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_292819dc3de0a834ee29a8277d35bdcc/alteryx.png "Product Avatar Image")

Alteryx

](https://www.g2.com/products/alteryx/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image")

Amazon Redshift

](https://www.g2.com/products/amazon-redshift/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_01df19a83b545b324815f00abb1d0c8e/anomalo.png "Product Avatar Image")

Anomalo

](https://www.g2.com/products/anomalo/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-virtual-machines.jpg "Product Avatar Image")

Azure Virtual Machines

](https://www.g2.com/products/azure-virtual-machines/reviews)[
View all
](https://www.g2.com/products/alation/integrations)

**Informatica Data & AI Governance, Privacy**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ce3be3d1f7d654bd076f3bdb1980ed54/aws-elemental-amazon-s3.jpg "Product Avatar Image")

Amazon S3

](https://www.g2.com/products/aws-elemental-amazon-s3/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dd674051aa4dc7d0dfc8b7737b799e0b/aws-bedrock.jpg "Product Avatar Image")

AWS Bedrock

](https://www.g2.com/products/aws-bedrock/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a7e5c8a70037207053ef3ff72cd837cb/aws-healthlake.jpg "Product Avatar Image")

AWS HealthLake

](https://www.g2.com/products/aws-healthlake/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image")

Databricks

](https://www.g2.com/products/databricks/reviews)[
View all
](https://www.g2.com/products/informatica-data-ai-governance-privacy/integrations)

Screenshots

**Alation**
 ![Alation screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1916295/Lineage---1.png)

**Informatica Data & AI Governance, Privacy**
 ![Informatica Data & AI Governance, Privacy screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1851080/data-governance-1.gif)

Ratings

Meets Requirements

**Alation**

8.3

8.368

**Informatica Data & AI Governance, Privacy**

8.5

8.577

Ease of Use

**Alation**

8.4

8.478

**Informatica Data & AI Governance, Privacy**

8.2

8.2104

Ease of Setup

**Alation**

8.1

8.150

**Informatica Data & AI Governance, Privacy**

7.3

7.366

Ease of Admin

**Alation**

8.5

8.541

**Informatica Data & AI Governance, Privacy**

7.8

7.841

Quality of Support

**Alation**

8.6

8.667

**Informatica Data & AI Governance, Privacy**

8.2

8.275

Has the product been a good partner in doing business?

**Alation**

8.8

8.844

**Informatica Data & AI Governance, Privacy**

8.2

8.241

Product Direction (% positive)

**Alation**

9.0

9.072

**Informatica Data & AI Governance, Privacy**

8.7

8.770

Features

Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

7.5

30

8.3

6

Data Governance

User Access Management

7.9(won by 0.7)

26

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.2

6

Dynamic Data Masking

7.5

26

8.1(won by 0.6)

6

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Lineage

7.3

25

8.6(won by 1.3)

6

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Workflow Management

Not enough data

Not enough data

Data Preparation

Search

8.2(won by 0.1)

28

8.1

6

Data Quality and Cleansing

7.9

27

9.0(won by 1.1)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Modeling

7.0

25

8.0(won by 1.0)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Transformation

7.5(won by default)

25

Not enough data

Collaboration

Profiling and Classification

8.0

25

8.9(won by 0.9)

6

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Business and Data Glossary

8.7(won by 0.6)

27

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.1

6

Metadata Management 

7.9

23

8.1(won by 0.2)

6

Commenting

8.4(won by default)

25

Not enough data

Master Data Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Feature Not Available

Data Management

Not enough data

Not enough data

Artificial Intelligence

Machine Learning Recommendations

7.2

25

9.0(won by 1.8)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Natural Language Query

7.5

24

8.0(won by 0.5)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Automatic Data Cleansing

6.3

22

8.0(won by 1.7)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Generative AI

AI Text Generation

7.6(won by default)

15

Not enough data

AI Text Summarization

7.6(won by default)

15

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Machine Learning Data Catalog

Autonomous Task Execution

6.8(won by default)

13

Not enough data

Multi-step Planning

6.9(won by default)

13

Not enough data

Cross-system Integration

6.9(won by default)

12

Not enough data

Adaptive Learning

7.4(won by default)

12

Not enough data

Decision Making

7.5(won by default)

12

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Metadata Extraction

Not enough data

Not enough data

Automatic Backup

Not enough data

Feature Not Available

Search/Filter

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

7.1

51

8.3

39

Administration

Data Modelling

6.8

39

8.5(won by 1.7)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Recommendations

7.2

42

8.1(won by 0.9)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Workflow Management

7.0

40

7.1(won by 0.1)

11

Dashboards and Visualizations

7.1

40

8.9(won by 1.8)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

8.3(won by 1.0)

42

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.3

10

Data Discovery

8.5

45

9.0(won by 0.5)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Profililng

6.8

39

8.5(won by 1.7)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Reporting and Visualization

7.0

40

7.7(won by 0.7)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Lineage

7.4

41

8.2(won by 0.8)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

7.6

39

9.3(won by 1.7)

23

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Training and Guidelines

7.7

40

8.1(won by 0.4)

12

Policy Enforcement

7.6

37

8.5(won by 0.9)

16

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Compliance Monitoring

7.3

40

8.2(won by 0.9)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

7.6

37

8.3(won by 0.7)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Roles Management

7.7

37

8.5(won by 0.8)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Compliance Management

7.6

38

9.0(won by 1.4)

19

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

6.9

38

8.5(won by 1.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Unification

7.4

38

8.3(won by 0.9)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Distribution

Feature Not Available

7.6(won by default)

9

Maintainence

Data Quality Management

7.3

36

9.2(won by 1.9)

17

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Policy Management

7.2

35

7.8(won by 0.6)

12

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Storage Management

Not enough data

Feature Not Available

Generative AI

AI Text Generation

6.5(won by default)

30

Not enough data

AI Text Summarization

6.6(won by default)

30

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

Autonomous Task Execution

5.8(won by default)

8

Not enough data

Multi-step Planning

6.5(won by default)

8

Not enough data

Cross-system Integration

6.7(won by default)

8

Not enough data

Adaptive Learning

6.4(won by default)

7

Not enough data

Natural Language Interaction

5.8(won by default)

8

Not enough data

Decision Making

5.8(won by default)

8

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Feature Not Available

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Feature Not Available

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Feature Not Available

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Active Metadata Management[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

7.9

28

7.7

5

Data management

Metadata Management

8.3(won by 0.6)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

5

Automation Features

7.5(won by 0.5)

25

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.0

5

Collaboration

8.3(won by 0.6)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

5

Data Lineage

8.1(won by 0.1)

24

8.0

5

Data Discovery

8.3(won by 0.3)

24

8.0

5

Reporting

Intelligent Insights

7.6

24

8.0(won by 0.4)

5

Dashboards

7.4(won by 0.1)

20

7.3

5

Actionable Insights

Feature Not Available

7.3(won by default)

5

Generative AI

AI Text Generation

7.0(won by default)

19

Not enough data

AI Text Summarization

7.1(won by default)

19

Not enough data

Additional Functionality

Metadata Management

8.3(won by 0.6)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.7

5

Data Lineage

8.1(won by 0.1)

24

8.0

5

Data Discovery

8.3(won by 0.3)

24

8.0

5

Data Governance

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Policy Metadata Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Glossary

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Data Sampling

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Dictionary Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Feature Not Available

Version Control

Not enough data

Not enough data

Document Database

Not enough data

Feature Not Available

Access Control

Not enough data

Not enough data

Data Masking[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

8.4

34

Data Masking

Sensitive Fields

Not enough data

8.7(won by default)

32

Dynamic Masking

Not enough data

8.4(won by default)

31

Static Masking

Not enough data

8.1(won by default)

31

Consistent Masking

Not enough data

8.6(won by default)

30

Random Masking

Not enough data

8.3(won by default)

28

Data De-Identification[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

8.4

18

Compliance

GDPR compliant

Not enough data

8.4(won by default)

15

CCPA compliant

Not enough data

8.5(won by default)

12

Functionality

Static pseudonymization

Not enough data

8.3(won by default)

14

Dynamic pseudonymization

Not enough data

8.2(won by default)

14

Batch de-identification

Not enough data

8.5(won by default)

16

Connectivity

Web services APIs

Not enough data

8.6(won by default)

13

Mobile SDK

Not enough data

Feature Not Available

Show 13 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Governance, Risk & Compliance[Hide 45 FeaturesShow 45 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Incident Management

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Evidence Management

Not enough data

Not enough data

Risk Alerts

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Risk Analysis

Not enough data

Not enough data

Sarbanes-Oxley Compliance

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Assessment Management

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Operational Risk Management

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

Enterprise Risk Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Vendor Management

Not enough data

Not enough data

IT Risk Management

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Internal Controls Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Environmental Compliance

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Risk Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Governance

Not enough data

Not enough data

Corrective and Preventive Actions (CAPA)

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

FDA Compliance

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Approval Process Control

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

AI Governance Tools[Hide 29 FeaturesShow 29 Features](javascript:void(0);)

Not enough data

Not enough data

AI/Machine Learning

AI/Machine Learning

Not enough data

Not enough data

Decision Support

Decision Support

Not enough data

Feature Not Available

Collaboration Tools

Collaboration Tools

Not enough data

Not enough data

Access Controls/Permissions

Access Controls/Permissions

Not enough data

Not enough data

Task Management

Task Management

Not enough data

Not enough data

Real-Time Monitoring

Real-Time Monitoring

Not enough data

Feature Not Available

Natural Language Processing

Natural Language Processing

Not enough data

Not enough data

AI Policy Mapping

AI Policy Mapping

Not enough data

Not enough data

AI Risk Management

AI Risk Management

Not enough data

Not enough data

Ethical AI Monitoring

Ethical AI Monitoring

Not enough data

Not enough data

Audit Trail

Audit Trail

Not enough data

Not enough data

Integration into Third Party Applications

Integration into Third Party Applications

Not enough data

Not enough data

Product Lifecycle Management

Product Lifecycle Management

Not enough data

Not enough data

Proactive Recommendations

Proactive Recommendations

Not enough data

Not enough data

AI Compliance

Regulatory Reporting

Not enough data

Not enough data

Automated Compliance

Not enough data

Not enough data

Audit Trails

Not enough data

Not enough data

Risk Management & Monitoring

AI Risk Management

Not enough data

Not enough data

Real-time Monitoring

Not enough data

Not enough data

AI Lifecycle Management

Lifecycle Automation

Not enough data

Feature Not Available

Access Control and Security

Pole-based Access Control (RBAC)

Not enough data

Not enough data

Collaboration and Communication 

Model Sharing and Reuse

Not enough data

Not enough data

Agentic AI - AI Governance Tools

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Data Extraction[Hide 89 FeaturesShow 89 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Diverse Extraction Points

Not enough data

Not enough data

Data Structuring

Not enough data

Feature Not Available

Consolidation

Not enough data

Not enough data

Data Cleaning

Not enough data

Not enough data

Cloud Extraction

Not enough data

Feature Not Available

Visualization

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Image Extraction

Not enough data

Feature Not Available

IP Address Extraction

Not enough data

Feature Not Available

Email Address Extraction

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Document Extraction

Not enough data

Not enough data

Phone Number Extraction

Not enough data

Not enough data

Auto Extraction

Not enough data

Feature Not Available

IP Address Extraction

Not enough data

Feature Not Available

Email Address Extraction

Not enough data

Not enough data

Image Extraction

Not enough data

Feature Not Available

Web Data Extraction

Not enough data

Feature Not Available

Diverse Extraction Points

Diverse Extraction Points

Not enough data

Not enough data

Additional Functionality

Data Storage Management

Not enough data

Feature Not Available

Customizable Templates

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Mobile Access

Not enough data

Feature Not Available

Rules-Based Workflow

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Forms

Not enough data

Feature Not Available

Drag & Drop

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Multi-Channel Distribution

Not enough data

Feature Not Available

Search/Filter

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Synchronization

Not enough data

Feature Not Available

Reporting/Analytics

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Feature Not Available

Customizable Fields

Not enough data

Not enough data

Forms Management

Not enough data

Feature Not Available

Multi-Channel Data Collection

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Feature Not Available

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Multi-Device Support

Not enough data

Feature Not Available

AI Copilot

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Audience Targeting

Not enough data

Feature Not Available

Offline Response Collection

Not enough data

Feature Not Available

Data Capture and Transfer

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

IP Rotation

Not enough data

Feature Not Available

AI/Machine Learning

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Optical Character Recognition

Not enough data

Not enough data

Batch Processing

Not enough data

Not enough data

Data Aggregation and Publishing

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Proxy Rotation

Not enough data

Feature Not Available

Geotargeting

Not enough data

Feature Not Available

Data Aggregation

Not enough data

Not enough data

JavaScript Rendering

Not enough data

Feature Not Available

HTML Parsing

Not enough data

Not enough data

Multiple File Format Support

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

CAPTCHA Solving

Not enough data

Feature Not Available

Integration Management

Not enough data

Not enough data

Website Crawling

Not enough data

Feature Not Available

Scheduling

Not enough data

Not enough data

Bot Mitigation

Not enough data

Feature Not Available

User Management

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

Data Privacy Management[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Data Subject Access Requests

Not enough data

Not enough data

Identity Verification

Not enough data

Not enough data

Privacy Impact Assessments

Not enough data

Not enough data

Data Mapping - survey-based

Not enough data

Not enough data

Data Mapping - automated

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

De-identification/pseudonymization

Not enough data

Not enough data

Breach notification

Not enough data

Not enough data

Consent management

Not enough data

Not enough data

Website tracking scanning

Not enough data

Feature Not Available

Data access governance

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Vendor Risk Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Customer Data Management

Not enough data

Not enough data

Internal Controls Management

Not enough data

Not enough data

Vulnerability Management

Not enough data

Not enough data

Risk Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Feature Not Available

Compliance Management

Not enough data

Not enough data

Sensitive Data Identification

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Additional Functionality

Reporting & Statistics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Security Breach Monitoring

Not enough data

Not enough data

Data Masking

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Recovery

Not enough data

Feature Not Available

Third-Party Integration

Not enough data

Not enough data

Privacy Options

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Secure Data Storage

Not enough data

Feature Not Available

Data Subject Requests (DSR/DSAR)

Not enough data

Not enough data

PIA/DPIA

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

GDPR Compliance

Not enough data

Not enough data

Sensitive Data Discovery[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Structure type

Not enough data

Not enough data

Contextual search

Not enough data

Not enough data

Template algorithms

Not enough data

Not enough data

Custom algorithms

Not enough data

Not enough data

False-positive management

Not enough data

Not enough data

Multiple file and location types

Not enough data

Not enough data

Real-time monitoring

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Compliance

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Data Dictionary Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Agentic AI - Sensitive Data Discovery

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Data Visualization

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sensitive Data Identification

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

File Sharing

Not enough data

Feature Not Available

API

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Forecasting

Not enough data

Feature Not Available

Reporting/Analytics

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Data Synchronization

Not enough data

Feature Not Available

Big Data Analytics

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Environmental, Social, and Governance (ESG) Reporting[Hide 53 FeaturesShow 53 Features](javascript:void(0);)

Not enough data

Not enough data

Data Collection

Data Types

Not enough data

Not enough data

Data Sources

Not enough data

Not enough data

Third Party

Not enough data

Not enough data

Reporting

Ratings

Not enough data

Feature Not Available

Investment

Not enough data

Feature Not Available

Public

Not enough data

Feature Not Available

Integration

Governance, Risk & Compliance

Not enough data

Not enough data

Finance

Not enough data

Not enough data

Environmental, Quality and Safety Management

Not enough data

Not enough data

Sustainability Management

Not enough data

Not enough data

Emissions Management

Not enough data

Feature Not Available

Policy Management

Not enough data

Not enough data

Risk Management

Not enough data

Not enough data

Internal Controls Management

Not enough data

Not enough data

Document Management

Not enough data

Feature Not Available

Data Management

Not enough data

Not enough data

Conflict Minerals Management

Not enough data

Feature Not Available

Assessment Management

Not enough data

Feature Not Available

Initiative Management

Not enough data

Feature Not Available

Task Management

Not enough data

Not enough data

Program Management

Not enough data

Feature Not Available

Framework Management

Not enough data

Not enough data

Disclosure Management

Not enough data

Feature Not Available

Survey/Poll Management

Not enough data

Feature Not Available

Compliance Management

Not enough data

Not enough data

Risk Management - Environmental, Social, and Governance (ESG) Reporting

Communications

Not enough data

Not enough data

Risk Identification

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Strategic Planning

Not enough data

Feature Not Available

Scenario Planning

Not enough data

Feature Not Available

Reporting - Environmental, Social, and Governance (ESG) Reporting

Benchmarking & Competitive Analysis

Not enough data

Feature Not Available

Actionable Insights

Not enough data

Feature Not Available

AI-Enabled ESG Reporting

Not enough data

Not enough data

Performance Tracking

Not enough data

Feature Not Available

Compliance Reporting

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Compliance Tracking

Not enough data

Not enough data

Progress Tracking

Not enough data

Feature Not Available

Agentic AI - Environmental, Social, and Governance (ESG) Reporting

Autonomous Task Execution

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Additional Functionality

KPI Monitoring

Not enough data

Not enough data

Emission Calculations

Not enough data

Feature Not Available

Environmental Metrics

Not enough data

Feature Not Available

AI Copilot

Not enough data

Not enough data

Scoring

Not enough data

Feature Not Available

AI/Machine Learning

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Benchmarking

Not enough data

Feature Not Available

Performance Metrics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Data as a Service (DaaS)[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

Not enough data

Data Management

Data Migration

Not enough data

Not enough data

Managing Data

Not enough data

Not enough data

Secured Data Storage

Not enough data

Feature Not Available

Data as a Service

Self-Service Isights

Not enough data

Not enough data

DaaS Quality

Not enough data

Not enough data

Architecture

Data Fabric Creation

Not enough data

Not enough data

DaaS Architecture

Not enough data

Not enough data

Policy Management[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Approval Process Control

Not enough data

Not enough data

Platform AI Features - Policy Management

Reports

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Content Management

Not enough data

Feature Not Available

Renewal Management

Not enough data

Feature Not Available

Document Management

Not enough data

Feature Not Available

Forms Management

Not enough data

Feature Not Available

Compliance Management

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Lifecycle Management

Not enough data

Feature Not Available

Template Management

Not enough data

Feature Not Available

Audit Management

Not enough data

Not enough data

Assessment Management

Not enough data

Feature Not Available

Policy Metadata Management

Not enough data

Not enough data

Expiration Management

Not enough data

Feature Not Available

Configurable Workflow

Not enough data

Not enough data

Additional Functionality

Version Control

Not enough data

Not enough data

Secure Data Storage

Not enough data

Feature Not Available

Search/Filter

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Policy Training

Not enough data

Feature Not Available

Archiving & Retention

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Attestation

Not enough data

Feature Not Available

AI/Machine Learning

Not enough data

Not enough data

Chatbot

Not enough data

Feature Not Available

Collaboration Tools

Not enough data

Not enough data

Risk Analysis

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Document Analysis

Not enough data

Feature Not Available

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Policy Creation

Not enough data

Not enough data

Digital Signature

Not enough data

Feature Not Available

Alerts/Notifications

Not enough data

Not enough data

Policy Library

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Document Review

Not enough data

Feature Not Available

Reporting/Analytics

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

AI Agent Builders[Hide 43 FeaturesShow 43 Features](javascript:void(0);)

Not enough data

Not enough data

Customization - AI Agent Builders

Natural Language Configuration

Not enough data

Not enough data

Tone Customization

Not enough data

Not enough data

Security Guardrails

Not enough data

Not enough data

API Security

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Functionality - AI Agent Builders

Omni-channel Support

Not enough data

Not enough data

Agent Branding

Not enough data

Not enough data

Proactive Response Capabilities

Not enough data

Not enough data

Seamless Human Escalation

Not enough data

Not enough data

Multimedia Support

Not enough data

Not enough data

Multi-Modal Input Support

Not enough data

Not enough data

Data and Analytics - AI Agent Builders

Analytics & Reporting

Not enough data

Not enough data

Contextual Awareness

Not enough data

Not enough data

Data Privacy Compliance

Not enough data

Not enough data

Integration - AI Agent Builders

Workflow Automation

Not enough data

Not enough data

API Usage

Not enough data

Not enough data

Platform Interoperability

Not enough data

Not enough data

CRM Data Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Version Control

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Webhooks

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Fallback Handling

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Multiple LLM Models

Not enough data

Not enough data

Built-in AI Assistant

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Agent Design Tools

Not enough data

Not enough data

Deep Learning

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

Deployment Management

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

Data Security Posture Management (DSPM)[Hide 9 FeaturesShow 9 Features](javascript:void(0);)

Not enough data

Not enough data

Discovery & Classification - Data Security Posture Management (DSPM)

Continuous real‑time monitoring

Not enough data

Not enough data

Discover & classify sensitive data

Not enough data

Not enough data

Custom classification support

Not enough data

Not enough data

Risk Prioritization - Data Security Posture Management (DSPM)

Detect excessive entitlements & toxic combinations

Not enough data

Feature Not Available

Compliance posture assessment

Not enough data

Not enough data

Risk‑based exposure scoring

Not enough data

Not enough data

Remediation & Governance - Data Security Posture Management (DSPM)

Guided remediation actions

Not enough data

Not enough data

Integration with enforcement tools

Not enough data

Not enough data

Track remediation progress & trends

Not enough data

Feature Not Available

Data Security[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Compliance

Access Management

Not enough data

Not enough data

At-Risk Analysis

Not enough data

Not enough data

DLP Configuration

Not enough data

Not enough data

Sensitive Data Compliance

Not enough data

Not enough data

Administration

Database Management

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

Backup

Not enough data

Not enough data

API / integrations

Not enough data

Not enough data

Security 

Multi-Factor Authentication

Not enough data

Not enough data

Data Transport

Not enough data

Not enough data

Data Types

Not enough data

Not enough data

Security Tools

Not enough data

Not enough data

Data Subject Access Request (DSAR)[Hide 4 FeaturesShow 4 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Identity Verification

Not enough data

Not enough data

Workflow

Not enough data

Not enough data

DSAR Portal

Not enough data

Not enough data

Reporting and logs

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Alation](https://images.g2crowd.com/uploads/product/hd_favicon/04b74de09c935489f6655b55336505d5/alation.svg "Alation")](https://www.g2.com/products/alation/reviews)

Alation

Small-Business(50 or fewer emp.)

7.8%

Mid-Market(51-1000 emp.)

31.1%

Enterprise(\> 1000 emp.)

61.1%

[![Informatica Data & AI Governance, Privacy](https://images.g2crowd.com/uploads/product/hd_favicon/eaeeee6c0a3c3277745fafafb5e2f6c9/informatica-data-ai-governance-privacy.svg "Informatica Data & AI Governance, Privacy")](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews)

Informatica Data & AI Governance, Privacy

Small-Business(50 or fewer emp.)

29.5%

Mid-Market(51-1000 emp.)

26.0%

Enterprise(\> 1000 emp.)

44.5%

Small-Business

(50 or fewer emp.)

7.8%

29.5%

Mid-Market

(51-1000 emp.)

31.1%

26.0%

Enterprise

(\> 1000 emp.)

61.1%

44.5%

Reviewers' Industry

[![Alation](https://images.g2crowd.com/uploads/product/hd_favicon/04b74de09c935489f6655b55336505d5/alation.svg "Alation")](https://www.g2.com/products/alation/reviews)
Alation

Information Technology and Services

13.3%

Financial Services

8.9%

Airlines/Aviation

5.6%

Computer Software

5.6%

Insurance

5.6%

Other

61.1%

[![Informatica Data & AI Governance, Privacy](https://images.g2crowd.com/uploads/product/hd_favicon/eaeeee6c0a3c3277745fafafb5e2f6c9/informatica-data-ai-governance-privacy.svg "Informatica Data & AI Governance, Privacy")](https://www.g2.com/products/informatica-data-ai-governance-privacy/reviews)
Informatica Data & AI Governance, Privacy

Information Technology and Services

20.1%

Computer Software

12.5%

Computer & Network Security

7.6%

Financial Services

6.3%

Banking

5.6%

Other

47.9%

Alternatives

**Alation Alternatives**

 ![Atlan](https://images.g2crowd.com/uploads/product/hd_favicon/722784271f56e840d415fd7ca4d6e2f6/atlan.svg "Atlan")

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Atlan
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Collibra
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[
Egnyte
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[
Twilio Segment
](/products/twilio-segment/reviews)

**Informatica Data & AI Governance, Privacy Alternatives**

 ![Vanta](https://images.g2crowd.com/uploads/product/hd_favicon/2c618c9a5d188e378adf34320cd78e2a/vanta.svg "Vanta")

[
Vanta
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 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte")

[
Egnyte
](/products/egnyte/reviews)

 ![Twilio Segment](https://images.g2crowd.com/uploads/product/hd_favicon/2cc23fc6f4c2974f7ceb353c91b99af6/twilio-segment.svg "Twilio Segment")

[
Twilio Segment
](/products/twilio-segment/reviews)