# Collibra vs Securiti Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Securiti excels in user-friendliness, with many users appreciating its straightforward setup process. One user highlighted how "simple it is to use," which contributes to a smoother onboarding experience compared to Collibra, where some users noted configuration challenges.
- **Users say** that Securiti's customer support is a standout feature, with feedback emphasizing "excellent" service and quick responses to concerns. In contrast, while Collibra also offers support, it doesn't receive the same level of praise, indicating a potential area for improvement.
- **Reviewers mention** that Collibra shines in integrating various data governance features, such as the Data Product Store and Data Quality management, which provide a comprehensive platform for managing data assets. Users appreciate the transparency and structured approach it offers, making data more trustworthy and accessible.
- **According to verified reviews** , Securiti outperforms Collibra in several key usability metrics, including ease of administration and overall satisfaction. Users have noted that Securiti's intuitive interface makes it easier to manage data governance tasks effectively.
- **G2 reviewers highlight** that Collibra has a strong focus on active metadata management, receiving high ratings in this area. However, users have expressed a desire for improvements in other functionalities, such as sensitive data discovery, where Securiti has a clear advantage.
- **Users report** that both platforms cater well to enterprise needs, but Securiti's higher ratings in compliance and data discovery features suggest it may be better suited for organizations prioritizing these aspects. Reviewers have noted Securiti's robust capabilities in managing data privacy and compliance requirements.



| | Collibra | Securiti | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 102 | 91 | 
| **Largest Market Segment** | Enterprise (70.7% of reviews) | Enterprise (72.5% of reviews) | 
| **Entry Level Price** | No pricing available | Contact Us Per Year | 

---
## Top Pros & Cons

### Collibra

Pros:
- Features (10 reviews)
- Data Management (9 reviews)

Cons:
- Complexity Issues (7 reviews)
- Limited Functionality (6 reviews)

### Securiti

Pros:
- Ease of Use (38 reviews)
- Customer Support (26 reviews)

Cons:
- Complexity (11 reviews)
- Learning Curve (10 reviews)

---
## Ratings Comparison
| Rating | Collibra | Securiti | 
|---|---|---|
  | **Meets Requirements** | 8.4 (87 reviews) | 8.9 (69 reviews) | 
  | **Ease of Use** | 8.0 (89 reviews) | 8.6 (69 reviews) | 
  | **Ease of Setup** | 7.7 (68 reviews) | 8.6 (61 reviews) | 
  | **Ease of Admin** | 8.0 (65 reviews) | 8.9 (49 reviews) | 
  | **Quality of Support** | 8.2 (89 reviews) | 9.5 (69 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.7 (66 reviews) | 9.6 (49 reviews) | 
  | **Product Direction (% positive)** | 9.3 (86 reviews) | 9.5 (66 reviews) | 

---
## Pricing

### Collibra

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Securiti

#### Entry-Level Pricing

Plan: Pricing is dependent on a number of factors including use cases and usage.

Price: Contact Us Per Year

Description: Enabling Safe Use of Data & AI Data+AI Intelligence, Controls & Orchestration across Hybrid Multicloud. This includes:


Key Features:
- Secure Data+AI Anywhere
- Build Safe Enterprise AI Systems
- Govern Data for Safe Innovation

[Learn more about Securiti](https://www.g2.com/products/securiti/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.7/10 | 11 |
| **Securiti** | N/A | N/A |

#### Data Governance

| Feature | Collibra | Securiti | 
|---|---|---|
| **User Access Management** | 7.9 (7 reviews) | Not enough data | 
| **Dynamic Data Masking** | 6.9 (7 reviews) | Not enough data | 
| **Data Lineage** | 8.0 (9 reviews) | Not enough data | 

#### Data Preparation

| Feature | Collibra | Securiti | 
|---|---|---|
| **Search** | 8.0 (9 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 6.7 (8 reviews) | Not enough data | 
| **Data Transformation** | Feature Not Available | Not enough data | 
| **Data Modeling** | Feature Not Available | Not enough data | 

#### Collaboration

| Feature | Collibra | Securiti | 
|---|---|---|
| **Commenting** | 7.9 (8 reviews) | Not enough data | 
| **Profiling and Classification** | 7.8 (9 reviews) | Not enough data | 
| **Business and Data Glossary** | 8.3 (9 reviews) | Not enough data | 
| **Metadata Management ** | 8.0 (9 reviews) | Not enough data | 

#### Artificial Intelligence

| Feature | Collibra | Securiti | 
|---|---|---|
| **Machine Learning Recommendations** | 7.3 (8 reviews) | Not enough data | 
| **Natural Language Query** | Feature Not Available | Not enough data | 
| **Automatic Data Cleansing** | Feature Not Available | Not enough data | 

#### Generative AI

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

#### Agentic AI - Machine Learning Data Catalog

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.5/10 | 67 |
| **Securiti** | 8.8/10 | 17 |

#### Administration

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Modelling** | 7.4 (54 reviews) | 8.5 (10 reviews) | 
| **Recommendations** | Feature Not Available | 7.7 (8 reviews) | 
| **Workflow Management** | 7.8 (63 reviews) | 8.5 (13 reviews) | 
| **Dashboards and Visualizations** | 7.0 (61 reviews) | 8.8 (13 reviews) | 

#### Management

| Feature | Collibra | Securiti | 
|---|---|---|
| **Business Glossary** | 8.5 (55 reviews) | 8.5 (10 reviews) | 
| **Data Discovery** | 8.4 (51 reviews) | 9.1 (13 reviews) | 
| **Data Profililng** | 7.4 (43 reviews) | 8.9 (9 reviews) | 
| **Reporting and Visualization** | 7.0 (49 reviews) | 9.2 (11 reviews) | 
| **Data Lineage** | 7.9 (51 reviews) | 8.1 (9 reviews) | 

#### Compliance

| Feature | Collibra | Securiti | 
|---|---|---|
| **Sensitive Data Compliance** | 7.8 (49 reviews) | 9.5 (14 reviews) | 
| **Training and Guidelines** | 7.8 (54 reviews) | 9.1 (13 reviews) | 
| **Policy Enforcement** | 7.5 (48 reviews) | 9.2 (11 reviews) | 
| **Compliance Monitoring** | 7.7 (44 reviews) | 9.4 (12 reviews) | 

#### Security

| Feature | Collibra | Securiti | 
|---|---|---|
| **Access Control** | 7.7 (44 reviews) | 8.8 (13 reviews) | 
| **Roles Management** | 7.8 (51 reviews) | 9.0 (12 reviews) | 
| **Compliance Management** | 7.7 (38 reviews) | 9.2 (12 reviews) | 

#### Data Quality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Preparation** | 7.3 (39 reviews) | 8.5 (10 reviews) | 
| **Data Distribution** | Feature Not Available | 8.6 (11 reviews) | 
| **Data Unification** | 7.6 (40 reviews) | 8.5 (11 reviews) | 

#### Maintainence

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Quality Management** | 6.7 (39 reviews) | 9.2 (10 reviews) | 
| **Policy Management** | 7.5 (43 reviews) | 9.3 (10 reviews) | 

#### Generative AI

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI Text Generation** | 6.3 (8 reviews) | Not enough data | 
| **AI Text Summarization** | 6.5 (8 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### Cloud Data Security

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

#### Data Protection

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Masking** | Not enough data | Not enough data | 
| **Data Encryption/Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Anomoly Detection** | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | 

#### Analysis

| Feature | Collibra | Securiti | 
|---|---|---|
| **Cloud Gap Analytics** | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

#### Administration

| Feature | Collibra | Securiti | 
|---|---|---|
| **Auditing** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | 

### Data-Centric Security

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

#### Data Protection

| Feature | Collibra | Securiti | 
|---|---|---|
| **Sensitive Data Discovery** | Not enough data | Not enough data | 
| **Structured and Unstructured Data** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 
| **Persistent Protection** | Not enough data | Not enough data | 
| **Data Masking** | Not enough data | Not enough data | 
| **Data Governance and Access Management** | Not enough data | Not enough data | 
| **Audit and Reporting** | Not enough data | Not enough data | 

#### Compliance

| Feature | Collibra | Securiti | 
|---|---|---|
| **At-Risk Analysis** | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | 

#### Usability

| Feature | Collibra | Securiti | 
|---|---|---|
| **Visualization** | Not enough data | Not enough data | 
| **AI Algorithyms** | Not enough data | Not enough data | 
| **Cross-Platforms** | Not enough data | Not enough data | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 8.3/10 | 23 |
| **Securiti** | 9.1/10 | 37 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Subject Access Requests** | 8.7 (14 reviews) | 9.1 (27 reviews) | 
| **Identity Verification** | 7.7 (10 reviews) | 9.0 (24 reviews) | 
| **Privacy Impact Assessments** | 8.2 (14 reviews) | 9.4 (27 reviews) | 
| **Data Mapping - survey-based** | 8.5 (12 reviews) | 8.8 (22 reviews) | 
| **Data Mapping - automated** | 8.3 (12 reviews) | 8.9 (25 reviews) | 
| **Data Discovery** | 8.3 (17 reviews) | 9.5 (23 reviews) | 
| **Data Classification** | 8.4 (16 reviews) | 9.5 (25 reviews) | 
| **De-identification/pseudonymization** | 8.3 (8 reviews) | 8.9 (17 reviews) | 
| **Breach notification** | 8.2 (11 reviews) | 8.7 (14 reviews) | 
| **Consent management** | 8.7 (9 reviews) | 9.0 (21 reviews) | 
| **Website tracking scanning** | 7.2 (9 reviews) | 9.2 (19 reviews) | 
| **Data access governance** | 8.6 (18 reviews) | 9.4 (20 reviews) | 

### Privacy Impact Assessment (PIA)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.6/10 | 9 |
| **Securiti** | 9.4/10 | 16 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Centralized platform** | 8.3 (8 reviews) | 9.5 (14 reviews) | 
| **Tracking** | 7.7 (8 reviews) | 9.6 (12 reviews) | 
| **Templates** | 6.9 (7 reviews) | 9.6 (13 reviews) | 
| **Workflow** | 8.1 (8 reviews) | 9.2 (12 reviews) | 
| **Reporting and analytics** | 6.9 (8 reviews) | 9.3 (12 reviews) | 

### Consent Management Platform (CMP)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Securiti** | 9.1/10 | 11 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Dashboard** | Not enough data | 9.3 (10 reviews) | 
| **Reporting** | Not enough data | 9.3 (10 reviews) | 
| **Integrations** | Not enough data | 8.7 (10 reviews) | 
| **End-user management** | Not enough data | 9.4 (9 reviews) | 
| **Audit trails** | Not enough data | 9.0 (10 reviews) | 
| **APIs** | Not enough data | 9.3 (9 reviews) | 
| **Mobile SDK** | Not enough data | 8.0 (9 reviews) | 
| **Customizable design** | Not enough data | 9.4 (9 reviews) | 
| **Server-side storage** | Not enough data | 9.5 (7 reviews) | 

### Cookie Tracking

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Securiti** | 9.4/10 | 15 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Auto scans** | Not enough data | 9.3 (12 reviews) | 
| **Auto privacy policy update** | Not enough data | 9.6 (12 reviews) | 
| **Cookie notice report** | Not enough data | 9.5 (11 reviews) | 
| **Easy installation** | Not enough data | 9.2 (12 reviews) | 
| **Reporting** | Not enough data | 9.4 (12 reviews) | 

### Sensitive Data Discovery

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.5/10 | 18 |
| **Securiti** | 7.9/10 | 28 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Structure type** | 8.1 (13 reviews) | 9.2 (21 reviews) | 
| **Contextual search** | 8.3 (13 reviews) | 9.2 (21 reviews) | 
| **Template algorithms** | 6.5 (11 reviews) | 9.4 (19 reviews) | 
| **Custom algorithms** | 6.8 (12 reviews) | 9.1 (19 reviews) | 
| **False-positive management** | 6.7 (11 reviews) | 8.5 (20 reviews) | 
| **Multiple file and location types** | 6.7 (12 reviews) | 9.3 (20 reviews) | 
| **Real-time monitoring** | 7.5 (12 reviews) | 7.8 (19 reviews) | 
| **Dashboard** | 8.2 (15 reviews) | 9.2 (22 reviews) | 
| **Compliance** | 7.7 (14 reviews) | 9.1 (23 reviews) | 
| **Reporting** | 8.0 (14 reviews) | 8.6 (22 reviews) | 

#### Agentic AI - Sensitive Data Discovery

| Feature | Collibra | Securiti | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 5.5 (7 reviews) | 
| **Multi-step Planning** | Not enough data | 5.2 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 5.3 (6 reviews) | 
| **Proactive Assistance** | Not enough data | 4.7 (5 reviews) | 

### File Analysis

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

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **File Identification** | Not enough data | Not enough data | 
| **File Indexing** | Not enough data | Not enough data | 
| **Metadata Analysis** | Not enough data | Not enough data | 
| **File Content Analysis** | Not enough data | Not enough data | 

#### Management

| Feature | Collibra | Securiti | 
|---|---|---|
| **File System Selection** | Not enough data | Not enough data | 
| **File System Integration** | Not enough data | Not enough data | 
| **Rule Generation** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 

#### Agentic AI - File Analysis

| Feature | Collibra | Securiti | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Fabric

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

#### Data Management

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 

#### Analytics

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

#### Security

| Feature | Collibra | Securiti | 
|---|---|---|
| **Compliance** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

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

#### Agentic AI - Data Fabric

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### Vendor Security and Privacy Assessment

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Securiti** | 9.7/10 | 18 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Customized Vendor Pages** | Not enough data | 9.6 (12 reviews) | 
| **Centralized Vendor Catalog** | Not enough data | 9.7 (12 reviews) | 
| **Questionnaire Templates** | Not enough data | 9.2 (15 reviews) | 
| **User Access Control** | Not enough data | 9.8 (11 reviews) | 

#### Risk assessment

| Feature | Collibra | Securiti | 
|---|---|---|
| **Risk Scoring** | Not enough data | 9.8 (14 reviews) | 
| **4th Party Assessments** | Not enough data | 9.8 (10 reviews) | 
| **Monitoring And Alerts** | Not enough data | 9.7 (13 reviews) | 
| **AI Monitoring** | Not enough data | Not enough data | 

#### Generative AI - Vendor Security and Privacy Assessment

| Feature | Collibra | Securiti | 
|---|---|---|
| **Text Summarization** | Not enough data | Not enough data | 
| **Text Generation** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.6/10 | 37 |
| **Securiti** | N/A | N/A |

#### Data management

| Feature | Collibra | Securiti | 
|---|---|---|
| **Metadata Management** | 8.5 (35 reviews) | Not enough data | 
| **Automation Features** | 7.3 (31 reviews) | Not enough data | 
| **Collaboration** | 7.8 (32 reviews) | Not enough data | 
| **Data Lineage** | 7.9 (36 reviews) | Not enough data | 
| **Data Discovery** | 8.3 (30 reviews) | Not enough data | 

#### Reporting

| Feature | Collibra | Securiti | 
|---|---|---|
| **Intelligent Insights** | 7.7 (29 reviews) | Not enough data | 
| **Actionable Insights** | 7.7 (27 reviews) | Not enough data | 
| **Dashboards** | 7.7 (35 reviews) | Not enough data | 

#### Generative AI

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI Text Generation** | 6.3 (5 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (5 reviews) | Not enough data | 

### AI Governance Tools

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

#### AI Compliance

| Feature | Collibra | Securiti | 
|---|---|---|
| **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

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI Risk Management** | Not enough data | Not enough data | 
| **Real-time Monitoring** | Not enough data | Not enough data | 

#### AI Lifecycle Management

| Feature | Collibra | Securiti | 
|---|---|---|
| **Lifecycle Automation** | Not enough data | Not enough data | 

#### Access Control and Security

| Feature | Collibra | Securiti | 
|---|---|---|
| **Pole-based Access Control (RBAC)** | Not enough data | Not enough data | 

#### Collaboration and Communication 

| Feature | Collibra | Securiti | 
|---|---|---|
| **Model Sharing and Reuse** | Not enough data | Not enough data | 

#### Agentic AI - AI Governance Tools

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### SAP Store

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

#### Agentic AI - SAP Store

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### AWS Marketplace

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

#### Agentic AI - AWS Marketplace

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 | 

### Data Security Posture Management (DSPM)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Securiti** | 8.8/10 | 25 |

#### Discovery & Classification - Data Security Posture Management (DSPM)

| Feature | Collibra | Securiti | 
|---|---|---|
| **Continuous real‑time monitoring** | Not enough data | 8.9 (17 reviews) | 
| **Discover & classify sensitive data** | Not enough data | 9.3 (24 reviews) | 
| **Custom classification support** | Not enough data | 9.1 (17 reviews) | 

#### Risk Prioritization - Data Security Posture Management (DSPM)

| Feature | Collibra | Securiti | 
|---|---|---|
| **Detect excessive entitlements & toxic combinations** | Not enough data | 8.5 (16 reviews) | 
| **Compliance posture assessment** | Not enough data | 8.8 (18 reviews) | 
| **Risk‑based exposure scoring** | Not enough data | 8.8 (18 reviews) | 

#### Remediation & Governance - Data Security Posture Management (DSPM)

| Feature | Collibra | Securiti | 
|---|---|---|
| **Guided remediation actions** | Not enough data | 8.6 (17 reviews) | 
| **Integration with enforcement tools** | Not enough data | 8.8 (15 reviews) | 
| **Track remediation progress & trends** | Not enough data | 8.3 (16 reviews) | 

### AI Security Solutions

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

#### Model Protection - AI Security Solutions

| Feature | Collibra | Securiti | 
|---|---|---|
| **Input Hardening** | Not enough data | Not enough data | 
| **Input/Output Inspection** | Not enough data | Not enough data | 
| **Integrity Monitoring** | Not enough data | Not enough data | 
| **Model Access Control** | Not enough data | Not enough data | 

#### Runtime Monitoring - AI Security Solutions

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI Behavior Anomaly Detection** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 

#### Policy Enforcement and Compliance - AI Security Solutions

| Feature | Collibra | Securiti | 
|---|---|---|
| **Scalable Governance** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 
| **Shadow AI** | Not enough data | Not enough data | 
| **Policy‑as‑Code for AI Assets** | Not enough data | Not enough data | 

### AI Security Posture Management (AI-SPM) Tools

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

#### Functionality - AI Security Posture Management (AI-SPM) Tools

| Feature | Collibra | Securiti | 
|---|---|---|
| **Security Ecosystem Integration** | Not enough data | Not enough data | 
| **AI Asset Discovery** | Not enough data | Not enough data | 
| **Adaptive Policy Updates** | Not enough data | Not enough data | 
| **Access and Permissions Monitoring** | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | 

#### Risk Assessment - AI Security Posture Management (AI-SPM) Tools

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI Risk Assessment** | Not enough data | Not enough data | 
| **AI Asset Posture Scoring** | Not enough data | Not enough data | 

#### Governance & Compliance - AI Security Posture Management (AI-SPM) Tools

| Feature | Collibra | Securiti | 
|---|---|---|
| **AI‑Generated Content Controls** | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Not enough data | 

### Cloud Security

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

#### Cloud Visibility

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Collibra | Securiti | 
|---|---|---|
| **Data Security** | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 

#### Identity

| Feature | Collibra | Securiti | 
|---|---|---|
| **SSO** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | 

### Data Security

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

#### Compliance

| Feature | Collibra | Securiti | 
|---|---|---|
| **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

| Feature | Collibra | Securiti | 
|---|---|---|
| **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 

| Feature | Collibra | Securiti | 
|---|---|---|
| **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)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.9/10 | 16 |
| **Securiti** | 9.0/10 | 31 |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Identity Verification** | 7.7 (10 reviews) | 9.0 (24 reviews) | 
| **Workflow** | 7.3 (10 reviews) | 8.7 (17 reviews) | 
| **DSAR Portal** | 8.6 (7 reviews) | 9.2 (22 reviews) | 
| **Reporting and logs** | 8.0 (10 reviews) | 8.7 (18 reviews) | 

### Data Breach Notification

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

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Centralized platform** | Not enough data | Not enough data | 
| **Automated response** | Not enough data | Not enough data | 
| **Breach notification law compliance** | Not enough data | Not enough data | 
| **Workflow** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.9/10 | 21 |
| **Securiti** | N/A | N/A |

#### Functionality

| Feature | Collibra | Securiti | 
|---|---|---|
| **Identification** | 8.4 (18 reviews) | Not enough data | 
| **Correction** | 8.1 (16 reviews) | Not enough data | 
| **Normalization** | 8.3 (15 reviews) | Not enough data | 
| **Preventative Cleaning** | 7.1 (14 reviews) | Not enough data | 
| **Data Matching** | 7.9 (15 reviews) | Not enough data | 

#### Management

| Feature | Collibra | Securiti | 
|---|---|---|
| **Reporting** | 7.4 (19 reviews) | Not enough data | 
| **Automation** | 7.8 (16 reviews) | Not enough data | 
| **Quality Audits** | 8.1 (15 reviews) | Not enough data | 
| **Dashboard** | 7.3 (20 reviews) | Not enough data | 
| **Governance** | 8.3 (19 reviews) | Not enough data | 

#### Generative AI

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

---
## Categories
**Shared Categories (6):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [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), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools)

**Unique to Collibra (4):** [SAP Store Software](https://www.g2.com/categories/sap-store), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Securiti (12):** [ Data Security Posture Management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm), [ AI Governance Tools](https://www.g2.com/categories/ai-governance-tools), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Vendor Security and Privacy Assessment Software](https://www.g2.com/categories/vendor-security-and-privacy-assessment), [File Analysis Software](https://www.g2.com/categories/file-analysis), [Consent Management Platforms](https://www.g2.com/categories/consent-management-platform-cmp), [Cookie Tracking Software](https://www.g2.com/categories/cookie-tracking), [Data Breach Notification Software](https://www.g2.com/categories/data-breach-notification), [Data-Centric Security Software](https://www.g2.com/categories/data-centric-security), [Cloud Data Security Software](https://www.g2.com/categories/cloud-data-security), [AI Security Solutions Software](https://www.g2.com/categories/ai-security-solutions), [AI Security Posture Management (AI-SPM) Tools Software](https://www.g2.com/categories/ai-security-posture-management-ai-spm-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Collibra | Securiti | 
|---|---|---|
| **Small-Business** | 10.1% | 11.3% | 
| **Mid-Market** | 19.2% | 16.3% | 
| **Enterprise** | 70.7% | 72.5% | 

### By Industry

#### 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%

#### Securiti

- **Computer Software:** 10.5%
- **Retail:** 9.2%
- **Banking:** 7.9%
- **Financial Services:** 7.9%
- **Information Technology and Services:** 6.6%
- **Manufacturing:** 5.3%
- **Transportation/Trucking/Railroad:** 5.3%
- **Food & Beverages:** 3.9%
- **Insurance:** 3.9%
- **Computer Networking:** 2.6%
- **Other:** 36.8%

---
## Alternatives

### Alternatives to Collibra

- [Atlan](https://www.g2.com/products/atlan/reviews) — 4.5/5 stars (131 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (566 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (91 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 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 (525 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (802 reviews)
- [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22265 reviews)

### Alternatives to Securiti

- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 reviews)
- [OneTrust Privacy Automation](https://www.g2.com/products/onetrust-privacy-automation/reviews) — 4.3/5 stars (154 reviews)
- [BigID](https://www.g2.com/products/bigid/reviews) — 4.3/5 stars (16 reviews)
- [MineOS](https://www.g2.com/products/mineos/reviews) — 4.8/5 stars (229 reviews)
- [DataGrail](https://www.g2.com/products/datagrail/reviews) — 4.7/5 stars (206 reviews)
- [Osano](https://www.g2.com/products/osano/reviews) — 4.5/5 stars (172 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (566 reviews)
- [Wiz](https://www.g2.com/products/wiz-wiz/reviews) — 4.7/5 stars (795 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews)
- [AdOpt](https://www.g2.com/products/adopt-adopt/reviews) — 4.9/5 stars (396 reviews)

---
## Top Discussions

### 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""

### Securiti

No discussions available for this product.

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