# Atlan vs Collibra Comparison

---
## Frequently Asked Questions

### What is the difference between Collibra vs Atlan?

Atlan stands out for higher reviewer satisfaction on ease of use, setup, and support, while Collibra is more established in the enterprise segment.

| [Collibra](https://www.g2.com/products/collibra/reviews) | [Atlan](https://www.g2.com/products/atlan/reviews) |
| --- | --- |
| 4.2/5 (102 reviews) | 4.5/5 (134 reviews) |
| Enterprise | Mid-Market |
| 7.7 | 9.1 |
| 8.2 | 9.2 |
| Features (10 all-time mentions) | Ease of Use (7 all-time mentions) |



### How do the pricing models of Collibra and Atlan compare?

Atlan is rated as the stronger value by reviewers, with higher satisfaction on price and cost-related dimensions.

- **Collibra:** Reviewers frequently cite high license cost and complexity as trade-offs, with several noting that pricing may be a consideration for some organizations.
- **Atlan:** Reviewers describe Atlan's pricing and support model as reasonable and adaptable, with competitive pricing highlighted in recent reviews.
- **Switching reasons:** In recent reviews, buyers mention switching to Atlan for its easier setup and more favorable pricing structure.



### What are the best alternatives to Collibra and Atlan?

The top 3 alternatives to Collibra and Atlan are Twilio Segment, Secoda, and Alation.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Collibra](https://www.g2.com/products/collibra/reviews) | 4.2/5 (102) | Enterprise | Pricing may be a consideration for some organizations | Features (10 all-time mentions) |
| [Atlan](https://www.g2.com/products/atlan/reviews) | 4.5/5 (134) | Mid-Market | Pricing and support model described as reasonable and adaptable | Ease of Use (7 all-time mentions) |
| [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) | 4.5/5 (567) | Mid-Market | — | Integration capabilities |
| [Secoda](https://www.g2.com/products/secoda/reviews) | 4.5/5 (55) | — | — | Ease of use |
| [Alation](https://www.g2.com/products/alation/reviews) | 4.4/5 (91) | Enterprise | — | Data cataloging |



### Which Data Governance features should I prioritize when comparing Collibra and Atlan?

Buyers should prioritize ease of use, integration capabilities, data lineage, collaboration, and customization when comparing Collibra and Atlan.

- **Ease of Use:** Atlan scores 9.0, Collibra 8.0; Atlan has 7 all-time mentions for ease of use, Collibra 7 as well.
- **Integration Capabilities:** Collibra has 7 all-time mentions for integrations, Atlan 4 for integration support and 3 for easy integrations.
- **Data Lineage:** Atlan has 3 all-time mentions for data lineage, Collibra is frequently cited for lineage features in recent reviews.
- **Collaboration:** Collibra has 7 all-time mentions, Atlan 5.
- **Customization:** Collibra is noted for customizability (4 all-time mentions), Atlan for metadata management flexibility (4 all-time mentions).



### What are the pros and cons of Collibra vs Atlan?

Collibra's headline strength is its comprehensive feature set, while Atlan excels in ease of use and user experience.

- **Collibra strengths:** Features (10 all-time mentions), data management (9), collaboration (7), integrations (7), and automation (4).
- **Collibra trade-offs:** Complexity issues (7), limited functionality (6), integration issues (5), and complex setup (4).
- **Atlan strengths:** Ease of use (7), features (6), collaboration (5), data cataloging (5), and easy setup (4).
- **Atlan trade-offs:** Integration issues (4), dependency issues (3), limited customization (3), and technical issues (3).



### Is Collibra or Atlan better for small businesses?

Atlan is the better fit for small businesses, with higher satisfaction among mid-market and small-business reviewers.

- **Collibra:** Largest segment is Enterprise; reviewers note a steeper learning curve and higher complexity, with pricing cited as a barrier for smaller organizations.
- **Atlan:** Largest segment is Mid-Market; reviewers highlight ease of use, straightforward implementation, and accessible support as advantages for smaller teams.



### Which Data Governance platform has better integrations?

Atlan is favored by reviewers for integrations, especially with modern data stack tools.

- **Collibra:** Integrations are cited in 7 all-time mentions, with recent reviews noting support for Snowflake, Tableau, and SQL Server.
- **Atlan:** Snowflake (15 all-time mentions), dbt (12), and Slack (10) are the most frequently cited integrations, with reviewers highlighting ease of integration and broad compatibility.



### How do Collibra and Atlan compare on customer support?

Atlan leads Collibra on Quality of Support by a material margin, with a 1.0-point higher score (9.2 vs 8.2).

- **Collibra:** Reviewers describe support as timely and helpful, but some note limited support during technical issues and onboarding.
- **Atlan:** Reviewers consistently praise Atlan's support team for responsiveness, engagement, and proactive problem-solving, with multiple mentions of strong customer success experiences.



### Which is easier to implement, Collibra or Atlan?

Atlan is easier to implement than Collibra, with a 1.4-point higher Ease of Setup score (9.1 vs 7.7).

- **Collibra:** Reviewers frequently mention a steep learning curve, complex setup, and the need for significant planning and customization during deployment.
- **Atlan:** Reviewers highlight straightforward onboarding, quick integration with existing systems, and minimal training required for new users.



### Which product has better Governance?

Governance is the most frequently mentioned feature across both Collibra and Atlan reviews, with both products recognized for strong governance capabilities.

- **Collibra:** Data Governance cited in 6 all-time mentions, with reviewers highlighting robust governance frameworks, policy enforcement, and compliance tracking.
- **Atlan:** Reviewers emphasize governance through data lineage, ownership, and business glossary features, with frequent mentions of improved trust and collaboration around data governance processes.



| | Atlan | Collibra | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 134 | 102 | 
| **Largest Market Segment** | Mid-Market (50.7% of reviews) | Enterprise (70.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Atlan

Pros:
- Ease of Use (7 reviews)
- Features (6 reviews)

Cons:
- Integration Issues (4 reviews)
- Dependency Issues (3 reviews)

### Collibra

Pros:
- Features (14 reviews)
- Ease of Use (13 reviews)

Cons:
- Limited Functionality (8 reviews)
- Complexity Issues (7 reviews)

---
## Ratings Comparison
| Rating | Atlan | Collibra | 
|---|---|---|
  | **Meets Requirements** | 8.6 (118 reviews) | 8.4 (87 reviews) | 
  | **Ease of Use** | 9.0 (118 reviews) | 8.0 (89 reviews) | 
  | **Ease of Setup** | 9.1 (91 reviews) | 7.7 (68 reviews) | 
  | **Ease of Admin** | 9.0 (78 reviews) | 8.0 (65 reviews) | 
  | **Quality of Support** | 9.2 (114 reviews) | 8.2 (89 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.5 (79 reviews) | 8.7 (66 reviews) | 
  | **Product Direction (% positive)** | 9.4 (115 reviews) | 9.3 (86 reviews) | 

---
## Pricing

### Atlan

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Collibra

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.0/10 | 57 |
| **Collibra** | 7.7/10 | 11 |

#### Data Governance

| Feature | Atlan | Collibra | 
|---|---|---|
| **User Access Management** | 8.5 (41 reviews) | 7.9 (7 reviews) | 
| **Dynamic Data Masking** | 8.2 (26 reviews) | 6.9 (7 reviews) | 
| **Data Lineage** | 9.3 (51 reviews) | 8.0 (9 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Atlan | Collibra | 
|---|---|---|
| **Search** | 9.0 (49 reviews) | 8.0 (9 reviews) | 
| **Data Quality and Cleansing** | 7.2 (30 reviews) | 6.7 (8 reviews) | 
| **Data Transformation** | 6.7 (24 reviews) | Feature Not Available | 
| **Data Modeling** | 6.7 (25 reviews) | Feature Not Available | 

#### Collaboration

| Feature | Atlan | Collibra | 
|---|---|---|
| **Commenting** | 8.4 (36 reviews) | 7.9 (8 reviews) | 
| **Profiling and Classification** | 8.1 (36 reviews) | 7.8 (9 reviews) | 
| **Business and Data Glossary** | 9.2 (46 reviews) | 8.3 (9 reviews) | 
| **Metadata Management ** | 9.4 (47 reviews) | 8.0 (9 reviews) | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Atlan | Collibra | 
|---|---|---|
| **Machine Learning Recommendations** | Feature Not Available | 7.3 (8 reviews) | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | 6.3 (10 reviews) | Not enough data | 
| **AI Text Summarization** | 6.1 (9 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Atlan | Collibra | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.3 (6 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Metadata Extraction** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **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

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.7/10 | 54 |
| **Collibra** | 7.5/10 | 67 |

#### Administration

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Modelling** | 6.4 (29 reviews) | 7.4 (54 reviews) | 
| **Recommendations** | 7.2 (32 reviews) | Feature Not Available | 
| **Workflow Management** | 7.5 (36 reviews) | 7.8 (63 reviews) | 
| **Dashboards and Visualizations** | 7.0 (31 reviews) | 7.0 (61 reviews) | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 

#### Management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Business Glossary** | 9.3 (49 reviews) | 8.5 (55 reviews) | 
| **Data Discovery** | 9.5 (51 reviews) | 8.4 (51 reviews) | 
| **Data Profililng** | 7.5 (37 reviews) | 7.4 (43 reviews) | 
| **Reporting and Visualization** | 7.4 (39 reviews) | 7.0 (49 reviews) | 
| **Data Lineage** | 9.2 (49 reviews) | 7.9 (51 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 

#### Compliance

| Feature | Atlan | Collibra | 
|---|---|---|
| **Sensitive Data Compliance** | 8.5 (35 reviews) | 7.8 (49 reviews) | 
| **Training and Guidelines** | 8.7 (38 reviews) | 7.8 (54 reviews) | 
| **Policy Enforcement** | 8.4 (34 reviews) | 7.5 (48 reviews) | 
| **Compliance Monitoring** | 6.9 (27 reviews) | 7.7 (44 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Atlan | Collibra | 
|---|---|---|
| **Access Control** | 8.1 (41 reviews) | 7.7 (44 reviews) | 
| **Roles Management** | 8.7 (39 reviews) | 7.8 (51 reviews) | 
| **Compliance Management** | 8.5 (32 reviews) | 7.7 (38 reviews) | 
| **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

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Preparation** | 6.7 (24 reviews) | 7.3 (39 reviews) | 
| **Data Distribution** | 6.5 (24 reviews) | Feature Not Available | 
| **Data Unification** | 6.6 (24 reviews) | 7.6 (40 reviews) | 

#### Maintainence

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Quality Management** | 7.6 (35 reviews) | 6.7 (39 reviews) | 
| **Policy Management** | 7.9 (35 reviews) | 7.5 (43 reviews) | 
| **Data Storage Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | 5.8 (19 reviews) | 6.3 (8 reviews) | 
| **AI Text Summarization** | 6.3 (19 reviews) | 6.5 (8 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Active Directory Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | Not enough data | 
| **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 | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **Collibra** | 8.3/10 | 23 |

#### Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Subject Access Requests** | Not enough data | 8.7 (14 reviews) | 
| **Identity Verification** | Not enough data | 7.7 (10 reviews) | 
| **Privacy Impact Assessments** | Not enough data | 8.2 (14 reviews) | 
| **Data Mapping - survey-based** | Not enough data | 8.5 (12 reviews) | 
| **Data Mapping - automated** | Not enough data | 8.3 (12 reviews) | 
| **Data Discovery** | Not enough data | 8.3 (17 reviews) | 
| **Data Classification** | Not enough data | 8.4 (16 reviews) | 
| **De-identification/pseudonymization** | Not enough data | 8.3 (8 reviews) | 
| **Breach notification** | Not enough data | 8.2 (11 reviews) | 
| **Consent management** | Not enough data | 8.7 (9 reviews) | 
| **Website tracking scanning** | Not enough data | 7.2 (9 reviews) | 
| **Data access governance** | Not enough data | 8.6 (18 reviews) | 
| **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 | Not enough data | 
| **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

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | Not enough data | 
| **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 | Not enough data | 
| **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 | 

### Privacy Impact Assessment (PIA)

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **Collibra** | 7.6/10 | 9 |

#### Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Centralized platform** | Not enough data | 8.3 (8 reviews) | 
| **Tracking** | Not enough data | 7.7 (8 reviews) | 
| **Templates** | Not enough data | 6.9 (7 reviews) | 
| **Workflow** | Not enough data | 8.1 (8 reviews) | 
| **Reporting and analytics** | Not enough data | 6.9 (8 reviews) | 

### Sensitive Data Discovery

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **Collibra** | 7.5/10 | 18 |

#### Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Structure type** | Not enough data | 8.1 (13 reviews) | 
| **Contextual search** | Not enough data | 8.3 (13 reviews) | 
| **Template algorithms** | Not enough data | 6.5 (11 reviews) | 
| **Custom algorithms** | Not enough data | 6.8 (12 reviews) | 
| **False-positive management** | Not enough data | 6.7 (11 reviews) | 
| **Multiple file and location types** | Not enough data | 6.7 (12 reviews) | 
| **Real-time monitoring** | Not enough data | 7.5 (12 reviews) | 
| **Dashboard** | Not enough data | 8.2 (15 reviews) | 
| **Compliance** | Not enough data | 7.7 (14 reviews) | 
| **Reporting** | Not enough data | 8.0 (14 reviews) | 
| **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

| Feature | Atlan | Collibra | 
|---|---|---|
| **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

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | Not enough data | 
| **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 | Not enough data | 
| **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 | Not enough data | 
| **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 | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.0/10 | 5 |
| **Collibra** | N/A | N/A |

#### Data Management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Integration** | 8.3 (5 reviews) | Not enough data | 
| **Data Discovery** | 9.3 (5 reviews) | Not enough data | 
| **Multi - Platform** | 7.3 (5 reviews) | Not enough data | 
| **Metadata** | 8.3 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Atlan | Collibra | 
|---|---|---|
| **Compliance** | 6.7 (5 reviews) | Not enough data | 
| **Governance** | 8.3 (5 reviews) | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.3/10 | 36 |
| **Collibra** | N/A | N/A |

#### Data Management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Integration** | 8.8 (21 reviews) | Not enough data | 
| **Metadata** | 9.3 (36 reviews) | Not enough data | 
| **Self-service** | 8.9 (34 reviews) | Not enough data | 
| **Automated workflows** | 8.6 (28 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

#### Analytics

| Feature | Atlan | Collibra | 
|---|---|---|
| **Analytics capabilities** | 8.4 (22 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.0 (18 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Data Observability** | 8.5 (27 reviews) | Not enough data | 
| **Testing capabilities** | 7.4 (11 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Atlan | Collibra | 
|---|---|---|
| **Hybrid cloud support** | 7.4 (13 reviews) | Not enough data | 
| **Cloud migration capabilities** | 7.4 (11 reviews) | Not enough data | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 8.2/10 | 76 |
| **Collibra** | 7.7/10 | 37 |

#### Data management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Metadata Management** | 9.2 (69 reviews) | 8.5 (35 reviews) | 
| **Automation Features** | 8.6 (57 reviews) | 7.3 (31 reviews) | 
| **Collaboration** | 8.6 (65 reviews) | 7.8 (32 reviews) | 
| **Data Lineage** | 9.2 (69 reviews) | 7.9 (36 reviews) | 
| **Data Discovery** | 8.9 (68 reviews) | 8.3 (30 reviews) | 

#### Reporting

| Feature | Atlan | Collibra | 
|---|---|---|
| **Intelligent Insights** | 7.3 (36 reviews) | 7.7 (29 reviews) | 
| **Actionable Insights** | 7.4 (36 reviews) | 7.7 (27 reviews) | 
| **Dashboards** | 7.2 (40 reviews) | 7.7 (35 reviews) | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | 6.7 (21 reviews) | 6.3 (5 reviews) | 
| **AI Text Summarization** | 6.3 (21 reviews) | 6.3 (5 reviews) | 

#### Additional Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Metadata Management** | 9.2 (69 reviews) | 8.5 (35 reviews) | 
| **Data Lineage** | 9.2 (69 reviews) | 7.9 (36 reviews) | 
| **Data Discovery** | 8.9 (68 reviews) | 8.3 (30 reviews) | 
| **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 | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Document Database** | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **Collibra** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Atlan | Collibra | 
|---|---|---|
| **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 Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | N/A | N/A |
| **Collibra** | 7.9/10 | 16 |

#### Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Identity Verification** | Not enough data | 7.7 (10 reviews) | 
| **Workflow** | Not enough data | 7.3 (10 reviews) | 
| **DSAR Portal** | Not enough data | 8.6 (7 reviews) | 
| **Reporting and logs** | Not enough data | 8.0 (10 reviews) | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Atlan** | 7.4/10 | 25 |
| **Collibra** | 7.9/10 | 21 |

#### Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Identification** | 7.6 (17 reviews) | 8.4 (18 reviews) | 
| **Correction** | 6.9 (15 reviews) | 8.1 (16 reviews) | 
| **Normalization** | 7.3 (15 reviews) | 8.3 (15 reviews) | 
| **Preventative Cleaning** | 6.8 (15 reviews) | 7.1 (14 reviews) | 
| **Data Matching** | 7.5 (16 reviews) | 7.9 (15 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Management

| Feature | Atlan | Collibra | 
|---|---|---|
| **Reporting** | 7.2 (20 reviews) | 7.4 (19 reviews) | 
| **Automation** | 7.7 (20 reviews) | 7.8 (16 reviews) | 
| **Quality Audits** | 7.6 (19 reviews) | 8.1 (15 reviews) | 
| **Dashboard** | 7.7 (19 reviews) | 7.3 (20 reviews) | 
| **Governance** | 8.1 (22 reviews) | 8.3 (19 reviews) | 

#### Generative AI

| Feature | Atlan | Collibra | 
|---|---|---|
| **AI Text Generation** | 6.4 (11 reviews) | Not enough data | 
| **AI Text Summarization** | 7.0 (11 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Atlan | Collibra | 
|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Rules** | Not enough data | Not enough data | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Data Verification** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Duplicate Detection** | Not enough data | Not enough data | 
| **Email Address Extraction** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Address Validation** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (5):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to Atlan (1):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms)

**Unique to Collibra (5):** [SAP Store Software](https://www.g2.com/categories/sap-store), [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery), [Privacy Impact Assessment (PIA) Software](https://www.g2.com/categories/privacy-impact-assessment-pia), [Data Subject Access Request (DSAR) Software](https://www.g2.com/categories/data-subject-access-request-dsar), [Data Privacy Management Software](https://www.g2.com/categories/data-privacy-management)


---
## Reviewer Demographics

### By Company Size

| Segment | Atlan | Collibra | 
|---|---|---|
| **Small-Business** | 7.5% | 10.1% | 
| **Mid-Market** | 50.7% | 19.2% | 
| **Enterprise** | 41.8% | 70.7% | 

### By Industry

#### Atlan

- **Financial Services:** 20.1%
- **Information Technology and Services:** 9.7%
- **Computer Software:** 9.0%
- **Retail:** 6.7%
- **Insurance:** 6.0%
- **Health, Wellness and Fitness:** 5.2%
- **Marketing and Advertising:** 3.7%
- **Real Estate:** 3.7%
- **Logistics and Supply Chain:** 3.0%
- **Leisure, Travel & Tourism:** 2.2%
- **Other:** 30.6%

#### Collibra

- **Financial Services:** 12.1%
- **Banking:** 9.1%
- **Pharmaceuticals:** 8.1%
- **Telecommunications:** 6.1%
- **Insurance:** 6.1%
- **Automotive:** 4.0%
- **Computer Software:** 4.0%
- **Retail:** 4.0%
- **Oil & Energy:** 4.0%
- **Mining & Metals:** 4.0%
- **Other:** 38.4%

---
## Alternatives

### Alternatives to Atlan

- [Secoda](https://www.g2.com/products/secoda/reviews) — 4.5/5 stars (55 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (92 reviews)
- [Coalesce Catalog (formerly CastorDoc)](https://www.g2.com/products/castor-doc/reviews) — 4.7/5 stars (64 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1362 reviews)
- [Select Star](https://www.g2.com/products/select-star/reviews) — 4.5/5 stars (55 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1164 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (547 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (818 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (406 reviews)

### Alternatives to Collibra

- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (92 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1164 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (328 reviews)
- [SAP Master Data Governance (MDG)](https://www.g2.com/products/sap-master-data-governance-mdg/reviews) — 4.4/5 stars (283 reviews)
- [Ataccama ONE](https://www.g2.com/products/ataccama-one/reviews) — 4.2/5 stars (12 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (547 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1362 reviews)
- [Securiti](https://www.g2.com/products/securiti/reviews) — 4.6/5 stars (117 reviews)
- [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22744 reviews)

---
## Top Discussions

### Atlan

No discussions available for this product.

### Collibra

- Title: [What is Critical data elements? How to identify CDE.](https://www.g2.com/discussions/what-is-critical-data-elements-how-to-identify-cde) — 2 comments, 1 upvote
  > **Top comment:** "Critical Data Elements are “…those that are determined to be vital to the successful operation of the organization""

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/atlan-vs-collibra)