# Atlan vs Secoda Comparison | | Atlan | Secoda | |---|---|---| | **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | | **Total Reviews** | 134 | 55 | | **Largest Market Segment** | Mid-Market (50.7% of reviews) | Mid-Market (69.2% of reviews) | | **Entry Level Price** | No pricing available | Contact Us Per Year | --- ## Top Pros & Cons ### Atlan Pros: - Ease of Use (7 reviews) - Features (6 reviews) Cons: - Integration Issues (4 reviews) - Dependency Issues (3 reviews) ### Secoda Pros: - Data Lineage (7 reviews) - Onboarding (7 reviews) Cons: - Learning Difficulty (4 reviews) - Product Immaturity (4 reviews) --- ## Ratings Comparison | Rating | Atlan | Secoda | |---|---|---| | **Meets Requirements** | 8.6 (118 reviews) | 8.3 (31 reviews) | | **Ease of Use** | 9.0 (118 reviews) | 8.2 (32 reviews) | | **Ease of Setup** | 9.1 (91 reviews) | 8.7 (26 reviews) | | **Ease of Admin** | 9.0 (78 reviews) | 9.2 (19 reviews) | | **Quality of Support** | 9.2 (114 reviews) | 9.7 (30 reviews) | | **Has the product been a good partner in doing business?** | 9.5 (79 reviews) | 9.6 (19 reviews) | | **Product Direction (% positive)** | 9.4 (115 reviews) | 9.2 (30 reviews) | --- ## Pricing ### Atlan #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Secoda #### Entry-Level Pricing Plan: Enterprise Price: Contact Us Per Year Description: Built for bigger teams with security or deployment needs. Key Features: - Everything in Premium, plus: - Unlimited integrations - Custom user roles [Browse all 4 editions](https://www.g2.com/products/secoda/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Artificial Intelligence | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Additional Functionality | Feature | Atlan | Secoda | |---|---|---| | **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 | ### Machine Learning Data Catalog | Product | Score | Reviews | |---|---|---| | **Atlan** | 8.0/10 | 57 | | **Secoda** | 8.9/10 | 10 | #### Data Governance | Feature | Atlan | Secoda | |---|---|---| | **User Access Management** | 8.5 (41 reviews) | 8.7 (5 reviews) | | **Dynamic Data Masking** | 8.2 (26 reviews) | 9.0 (5 reviews) | | **Data Lineage** | 9.3 (51 reviews) | 8.9 (9 reviews) | #### Data Preparation | Feature | Atlan | Secoda | |---|---|---| | **Search** | 9.0 (49 reviews) | 9.3 (9 reviews) | | **Data Quality and Cleansing** | 7.2 (30 reviews) | 7.2 (6 reviews) | | **Data Transformation** | 6.7 (24 reviews) | Feature Not Available | | **Data Modeling** | 6.7 (25 reviews) | Feature Not Available | #### Collaboration | Feature | Atlan | Secoda | |---|---|---| | **Commenting** | 8.4 (36 reviews) | 9.2 (6 reviews) | | **Profiling and Classification** | 8.1 (36 reviews) | 9.3 (5 reviews) | | **Business and Data Glossary** | 9.2 (46 reviews) | 9.3 (9 reviews) | | **Metadata Management ** | 9.4 (47 reviews) | 9.5 (7 reviews) | #### Artificial Intelligence | Feature | Atlan | Secoda | |---|---|---| | **Machine Learning Recommendations** | Feature Not Available | Not enough data | | **Natural Language Query** | Feature Not Available | 8.1 (6 reviews) | | **Automatic Data Cleansing** | Feature Not Available | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **Autonomous Task Execution** | Not enough data | Feature Not Available | | **Multi-step Planning** | Not enough data | Feature Not Available | | **Cross-system Integration** | 8.3 (6 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Feature Not Available | | **Third-Party Integrations** | Not enough data | Not enough data | #### Additional Functionality | Feature | Atlan | Secoda | |---|---|---| | **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 | | **Secoda** | 7.7/10 | 11 | #### Administration | Feature | Atlan | Secoda | |---|---|---| | **Data Modelling** | 6.4 (29 reviews) | Feature Not Available | | **Recommendations** | 7.2 (32 reviews) | 8.3 (11 reviews) | | **Workflow Management** | 7.5 (36 reviews) | 7.2 (9 reviews) | | **Dashboards and Visualizations** | 7.0 (31 reviews) | 8.2 (10 reviews) | #### Management | Feature | Atlan | Secoda | |---|---|---| | **Business Glossary** | 9.3 (49 reviews) | 9.1 (11 reviews) | | **Data Discovery** | 9.5 (51 reviews) | 9.1 (11 reviews) | | **Data Profililng** | 7.5 (37 reviews) | 8.0 (11 reviews) | | **Reporting and Visualization** | 7.4 (39 reviews) | 7.5 (10 reviews) | | **Data Lineage** | 9.2 (49 reviews) | 8.8 (11 reviews) | #### Compliance | Feature | Atlan | Secoda | |---|---|---| | **Sensitive Data Compliance** | 8.5 (35 reviews) | 7.8 (10 reviews) | | **Training and Guidelines** | 8.7 (38 reviews) | 8.5 (11 reviews) | | **Policy Enforcement** | 8.4 (34 reviews) | 8.2 (10 reviews) | | **Compliance Monitoring** | 6.9 (27 reviews) | 7.5 (10 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | #### Security | Feature | Atlan | Secoda | |---|---|---| | **Access Control** | 8.1 (41 reviews) | 8.6 (11 reviews) | | **Roles Management** | 8.7 (39 reviews) | 8.3 (11 reviews) | | **Compliance Management** | 8.5 (32 reviews) | 7.5 (10 reviews) | #### Data Quality | Feature | Atlan | Secoda | |---|---|---| | **Data Preparation** | 6.7 (24 reviews) | 7.3 (10 reviews) | | **Data Distribution** | 6.5 (24 reviews) | 6.2 (10 reviews) | | **Data Unification** | 6.6 (24 reviews) | 6.8 (10 reviews) | #### Maintainence | Feature | Atlan | Secoda | |---|---|---| | **Data Quality Management** | 7.6 (35 reviews) | 8.5 (10 reviews) | | **Policy Management** | 7.9 (35 reviews) | 7.8 (10 reviews) | | **Data Storage Management** | Not enough data | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **AI Text Generation** | 5.8 (19 reviews) | 5.6 (6 reviews) | | **AI Text Summarization** | 6.3 (19 reviews) | 5.3 (5 reviews) | | **Generative AI** | Not enough data | Not enough data | #### Agentic AI - Data Governance | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **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 | ### Database Monitoring | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **Monitoring** | Not enough data | Not enough data | | **Alerting** | Not enough data | Not enough data | | **Logging** | Not enough data | Feature Not Available | | **Response Time** | Not enough data | Feature Not Available | | **Reporting** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Performance Monitoring** | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | | **Server Monitoring** | Not enough data | Not enough data | | **Real-Time Reporting** | Not enough data | Not enough data | | **Uptime Reporting** | Not enough data | Not enough data | #### Agentic AI - Database Monitoring | Feature | Atlan | Secoda | |---|---|---| | **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 | | **Third-Party Integrations** | Not enough data | Not enough data | | **Capacity Planning** | Not enough data | Not enough data | #### Additional Functionality | Feature | Atlan | Secoda | |---|---|---| | **Resource Management** | Not enough data | Not enough data | | **Anomaly Detection** | Not enough data | Not enough data | | **Visual Analytics** | Not enough data | Not enough data | | **Remote Monitoring & Management** | Not enough data | Not enough data | | **Secure Data Storage** | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **Configuration Management** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **Capacity Management** | Not enough data | Not enough data | | **Diagnostic Tools** | Not enough data | Not enough data | | **Dependency Tracking** | Not enough data | Not enough data | | **Troubleshooting** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Audit Management** | Not enough data | Not enough data | | **Real-Time Notifications** | Not enough data | Not enough data | | **Application Management** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Application-Level Analysis** | Not enough data | Not enough data | | **Multitenancy** | Not enough data | Not enough data | | **Query Analysis** | Not enough data | Not enough data | | **Performance Management** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Compliance Management** | Not enough data | Not enough data | | **Historical Trend Analysis** | Not enough data | Not enough data | | **Alerts/Notifications** | Not enough data | Not enough data | | **Summary Reports** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Event Logs** | Not enough data | Not enough data | | **Dashboard Creation** | Not enough data | Not enough data | | **Automated Discovery** | Not enough data | Not enough data | | **Prioritization** | Not enough data | Not enough data | | **Issue Tracking** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Resource Optimization** | Not enough data | Not enough data | | **Real-Time Analytics** | Not enough data | Not enough data | | **Status Tracking** | Not enough data | Not enough data | ### Data Mapping | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **Data visualisation** | Not enough data | Not enough data | | **Data transformation** | Not enough data | Not enough data | | **Data migration** | Not enough data | Not enough data | | **Process various formats** | Not enough data | Not enough data | | **No-code functionality** | Not enough data | Not enough data | | **Data manipulation** | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | | **Reporting** | Not enough data | Not enough data | ### Sensitive Data Discovery | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **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 | Feature Not Available | | **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 | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **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 | | **Secoda** | N/A | N/A | #### Data Management | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **Data Analytics** | Not enough data | Not enough data | #### Security | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | #### Agentic AI - Data Fabric | Feature | Atlan | Secoda | |---|---|---| | **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 | ### AI Agents For Business Operations | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Responses | Feature | Atlan | Secoda | |---|---|---| | **Personalization** | Not enough data | Not enough data | | **Route To Human** | Not enough data | Not enough data | | **Natural Language Understanding (NLU)** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | #### Automation - AI Agents | Feature | Atlan | Secoda | |---|---|---| | **Sales Follow-Up** | Not enough data | Not enough data | | **Customer Interaction Automation** | Not enough data | Not enough data | | **Lead Generation** | Not enough data | Not enough data | | **Document Processing** | Not enough data | Not enough data | | **Feedback Collection** | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | | **Simulation and Scenario Generation** | Not enough data | Not enough data | #### Platform | Feature | Atlan | Secoda | |---|---|---| | **Conversation Editor** | Not enough data | Not enough data | | **Integration** | Not enough data | Not enough data | | **Human-In-The-Loop** | Not enough data | Not enough data | | **Drag & Drop Editor** | Not enough data | Not enough data | | **Human-in-the-loop (HITL)** | Not enough data | Not enough data | #### Autonomy - AI Agents | Feature | Atlan | Secoda | |---|---|---| | **Independent Decision Making** | Not enough data | Not enough data | | **Adaptive Responses** | Not enough data | Not enough data | | **Task Execution** | Not enough data | Not enough data | | **Problem Solving** | Not enough data | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | #### Additional Functionality | Feature | Atlan | Secoda | |---|---|---| | **Agent Collaboration** | Not enough data | Not enough data | | **Data Governance** | Not enough data | Not enough data | | **Prompt Engineering** | Not enough data | Not enough data | | **Feedback Management** | Not enough data | Not enough data | | **For No-Code Development** | Not enough data | Not enough data | | **Version Control** | Not enough data | Not enough data | | **Role-Based Permissions** | Not enough data | Not enough data | | **Dynamic Modeling** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Memory Management** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | | **Cost Management** | Not enough data | Not enough data | | **Scheduling** | Not enough data | Not enough data | | **Natural Language Interface** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Multiple LLM Models** | Not enough data | Not enough data | | **Integration Management** | Not enough data | Not enough data | | **Customizable Frameworks** | Not enough data | Not enough data | | **Pre-built Templates** | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | | **Intent Recognition** | Not enough data | Not enough data | | **Contextual Guidance** | Not enough data | Not enough data | | **Rules-Based Workflow** | Not enough data | Not enough data | | **Attended Automation** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **For Sales/Marketing** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **Business Process Automation** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Multi-Channel Communication** | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | Not enough data | | **Deep Learning** | Not enough data | Not enough data | | **Code-free Development** | Not enough data | Not enough data | | **Compliance Management** | Not enough data | Not enough data | | **Automated Responses** | Not enough data | Not enough data | | **Knowledge Management** | Not enough data | Not enough data | | **Transfers/Routing** | Not enough data | Not enough data | | **Personalization** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Customer Experience Management** | Not enough data | Not enough data | | **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | | **Chatbot** | Not enough data | Not enough data | | **Speech Recognition** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Task Management** | Not enough data | Not enough data | | **Customer Engagement** | Not enough data | Not enough data | | **AI/Machine Learning** | Not enough data | Not enough data | | **Configurable Workflow** | Not enough data | Not enough data | | **Unattended Automation** | Not enough data | Not enough data | | **Conversation Intelligence** | Not enough data | Not enough data | | **Workflow Automation** | Not enough data | Not enough data | | **Proactive Error Detection** | Not enough data | Not enough data | ### DataOps Platforms | Product | Score | Reviews | |---|---|---| | **Atlan** | 8.3/10 | 36 | | **Secoda** | N/A | N/A | #### Data Management | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **Analytics capabilities** | 8.4 (22 reviews) | Not enough data | | **Dasboard visualizations** | 8.0 (18 reviews) | Not enough data | #### Monitoring and Management | Feature | Atlan | Secoda | |---|---|---| | **Data Observability** | 8.5 (27 reviews) | Not enough data | | **Testing capabilities** | 7.4 (11 reviews) | Feature Not Available | #### Cloud Deployment | Feature | Atlan | Secoda | |---|---|---| | **Hybrid cloud support** | 7.4 (13 reviews) | Not enough data | | **Cloud migration capabilities** | 7.4 (11 reviews) | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **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 | | **Secoda** | 7.2/10 | 11 | #### Data management | Feature | Atlan | Secoda | |---|---|---| | **Metadata Management** | 9.2 (69 reviews) | 9.3 (10 reviews) | | **Automation Features** | 8.6 (57 reviews) | 7.0 (11 reviews) | | **Collaboration** | 8.6 (65 reviews) | 7.8 (10 reviews) | | **Data Lineage** | 9.2 (69 reviews) | 8.2 (10 reviews) | | **Data Discovery** | 8.9 (68 reviews) | 8.2 (11 reviews) | #### Reporting | Feature | Atlan | Secoda | |---|---|---| | **Intelligent Insights** | 7.3 (36 reviews) | 5.4 (9 reviews) | | **Actionable Insights** | 7.4 (36 reviews) | 6.5 (10 reviews) | | **Dashboards** | 7.2 (40 reviews) | 6.3 (10 reviews) | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **AI Text Generation** | 6.7 (21 reviews) | 5.2 (7 reviews) | | **AI Text Summarization** | 6.3 (21 reviews) | 4.5 (7 reviews) | #### Additional Functionality | Feature | Atlan | Secoda | |---|---|---| | **Metadata Management** | 9.2 (69 reviews) | 9.3 (10 reviews) | | **Data Lineage** | 9.2 (69 reviews) | 8.2 (10 reviews) | | **Data Discovery** | 8.9 (68 reviews) | 8.2 (11 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 | ### Database DevOps Software | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **Automation** | Not enough data | Feature Not Available | | **Change validation** | Not enough data | Feature Not Available | | **Version control** | Not enough data | Not enough data | #### Management | Feature | Atlan | Secoda | |---|---|---| | **Visibility** | Not enough data | Not enough data | | **Rollbacks** | Not enough data | Feature Not Available | | **Post-deployment validation** | Not enough data | Feature Not Available | ### Data Observability | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **Real-time Analytics** | Not enough data | Not enough data | | **Data quality monitoring** | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | | **End to End visiblity** | Not enough data | Not enough data | #### Management | Feature | Atlan | Secoda | |---|---|---| | **Anomaly identification** | Not enough data | Not enough data | | **Single pane view** | Not enough data | Not enough data | | **Real-time alerts** | Not enough data | Not enough data | | **Data lineage** | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **AI Text Generation** | Not enough data | Not enough data | #### Agentic AI - Data Observability | Feature | Atlan | Secoda | |---|---|---| | **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 | | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | ### AI Agents | Product | Score | Reviews | |---|---|---| | **Atlan** | N/A | N/A | | **Secoda** | N/A | N/A | #### Agentic AI - AI Agents | Feature | Atlan | Secoda | |---|---|---| | **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 Quality | Product | Score | Reviews | |---|---|---| | **Atlan** | 7.4/10 | 25 | | **Secoda** | N/A | N/A | #### Functionality | Feature | Atlan | Secoda | |---|---|---| | **Identification** | 7.6 (17 reviews) | Not enough data | | **Correction** | 6.9 (15 reviews) | Not enough data | | **Normalization** | 7.3 (15 reviews) | Not enough data | | **Preventative Cleaning** | 6.8 (15 reviews) | Not enough data | | **Data Matching** | 7.5 (16 reviews) | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | #### Management | Feature | Atlan | Secoda | |---|---|---| | **Reporting** | 7.2 (20 reviews) | Not enough data | | **Automation** | 7.7 (20 reviews) | Not enough data | | **Quality Audits** | 7.6 (19 reviews) | Not enough data | | **Dashboard** | 7.7 (19 reviews) | Not enough data | | **Governance** | 8.1 (22 reviews) | Not enough data | #### Generative AI | Feature | Atlan | Secoda | |---|---|---| | **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 | Secoda | |---|---|---| | **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 (6):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [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 Secoda (6):** [Data Observability Software](https://www.g2.com/categories/data-observability), [ Database DevOps Software](https://www.g2.com/categories/database-devops-software), [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery), [Data Mapping Software](https://www.g2.com/categories/data-mapping), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) --- ## Reviewer Demographics ### By Company Size | Segment | Atlan | Secoda | |---|---|---| | **Small-Business** | 7.5% | 19.2% | | **Mid-Market** | 50.7% | 69.2% | | **Enterprise** | 41.8% | 11.5% | ### 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% #### Secoda - **Computer Software:** 19.2% - **Financial Services:** 17.3% - **Information Technology and Services:** 15.4% - **Health, Wellness and Fitness:** 5.8% - **Hospitality:** 5.8% - **Hospital & Health Care:** 3.8% - **Airlines/Aviation:** 1.9% - **Alternative Dispute Resolution:** 1.9% - **Apparel & Fashion:** 1.9% - **Banking:** 1.9% - **Other:** 25.0% --- ## Alternatives ### Alternatives to Atlan - [Collibra](https://www.g2.com/products/collibra/reviews) — 4.2/5 stars (102 reviews) - [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (91 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 (1363 reviews) - [Informatica Enterprise Data Catalog](https://www.g2.com/products/informatica-enterprise-data-catalog/reviews) — 4.3/5 stars (19 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 (1162 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (536 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews) ### Alternatives to Secoda - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews) - [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (399 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (536 reviews) - [Notion](https://www.g2.com/products/notion/reviews) — 4.6/5 stars (13703 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1988 reviews) - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews) - [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (954 reviews) --- ## Top Discussions ### Atlan No discussions available for this product. ### Secoda No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/atlan-vs-secoda)