# BigID, Lightbeam vs OneTrust Privacy Automation Comparison | | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 4.3 out of 5 | | **Total Reviews** | 16 | 12 | 154 | | **Largest Market Segment** | Small-Business (43.8% of reviews) | Small-Business (41.7% of reviews) | Enterprise (47.9% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### BigID Pros: - Cookie Management (1 reviews) Cons: - Banner Issues (1 reviews) - Cookie Management (1 reviews) ### Lightbeam Pros: - Automated Classification (4 reviews) - Automation (4 reviews) Cons: - Bug Issues (1 reviews) - Bugs (1 reviews) ### OneTrust Privacy Automation Pros: - Ease of Use (4 reviews) - Problem Solving (3 reviews) Cons: - Complexity (3 reviews) - Complexity Issues (3 reviews) --- ## Ratings Comparison | Rating | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Meets Requirements** | 8.0 (9 reviews) | 9.1 (9 reviews) | 8.8 (113 reviews) | | **Ease of Use** | 7.8 (9 reviews) | 9.3 (9 reviews) | 8.2 (116 reviews) | | **Ease of Setup** | Not enough data | Not enough data | 7.8 (86 reviews) | | **Ease of Admin** | Not enough data | Not enough data | 8.4 (82 reviews) | | **Quality of Support** | 7.5 (8 reviews) | 8.9 (9 reviews) | 8.6 (112 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | Not enough data | 8.8 (80 reviews) | | **Product Direction (% positive)** | 5.6 (8 reviews) | 8.7 (9 reviews) | 8.8 (111 reviews) | --- ## Pricing ### BigID #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Lightbeam #### Entry-Level Pricing No pricing available #### Free Trial Yes ### OneTrust Privacy Automation #### Entry-Level Pricing No pricing available #### Free Trial Yes --- ## Features Comparison By Category ### Machine Learning Data Catalog | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Data Governance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **User Access Management** | Not enough data | Not enough data | Not enough data | | **Dynamic Data Masking** | Not enough data | Not enough data | Not enough data | | **Data Lineage** | Not enough data | Not enough data | Not enough data | #### Data Preparation | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Search** | Not enough data | Not enough data | Not enough data | | **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | | **Data Transformation** | Not enough data | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | Not enough data | #### Collaboration | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Commenting** | Not enough data | Not enough data | Not enough data | | **Profiling and Classification** | Not enough data | Not enough data | Not enough data | | **Business and Data Glossary** | Not enough data | Not enough data | Not enough data | | **Metadata Management ** | Not enough data | Not enough data | Not enough data | #### Artificial Intelligence | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Machine Learning Recommendations** | Not enough data | Not enough data | Not enough data | | **Natural Language Query** | Not enough data | Not enough data | Not enough data | | **Automatic Data Cleansing** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Machine Learning Data Catalog | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data Governance | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.7/10 | 13 | #### Administration | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Data Modelling** | Not enough data | Not enough data | 8.9 (9 reviews) | | **Recommendations** | Not enough data | Not enough data | 8.8 (10 reviews) | | **Workflow Management** | Not enough data | Not enough data | 9.1 (9 reviews) | | **Dashboards and Visualizations** | Not enough data | Not enough data | 8.1 (12 reviews) | #### Management | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Business Glossary** | Not enough data | Not enough data | 8.7 (10 reviews) | | **Data Discovery** | Not enough data | Not enough data | 8.8 (10 reviews) | | **Data Profililng** | Not enough data | Not enough data | 9.0 (10 reviews) | | **Reporting and Visualization** | Not enough data | Not enough data | 8.8 (10 reviews) | | **Data Lineage** | Not enough data | Not enough data | 8.5 (10 reviews) | #### Compliance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Sensitive Data Compliance** | Not enough data | Not enough data | 8.9 (11 reviews) | | **Training and Guidelines** | Not enough data | Not enough data | 8.2 (11 reviews) | | **Policy Enforcement** | Not enough data | Not enough data | 9.0 (10 reviews) | | **Compliance Monitoring** | Not enough data | Not enough data | 8.8 (11 reviews) | #### Security | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Access Control** | Not enough data | Not enough data | 9.3 (10 reviews) | | **Roles Management** | Not enough data | Not enough data | 8.3 (11 reviews) | | **Compliance Management** | Not enough data | Not enough data | 8.5 (10 reviews) | #### Data Quality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Data Preparation** | Not enough data | Not enough data | 8.7 (9 reviews) | | **Data Distribution** | Not enough data | Not enough data | 8.9 (9 reviews) | | **Data Unification** | Not enough data | Not enough data | 9.0 (8 reviews) | #### Maintainence | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Data Quality Management** | Not enough data | Not enough data | 9.0 (10 reviews) | | **Policy Management** | Not enough data | Not enough data | 8.5 (10 reviews) | #### Generative AI | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 8.6 (7 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 8.3 (7 reviews) | #### Agentic AI - Data Governance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data-Centric Security | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Data Protection | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Sensitive Data Discovery** | Not enough data | Not enough data | Not enough data | | **Structured and Unstructured Data** | Not enough data | Not enough data | Not enough data | | **Encryption** | Not enough data | Not enough data | Not enough data | | **Persistent Protection** | Not enough data | Not enough data | Not enough data | | **Data Masking** | Not enough data | Not enough data | Not enough data | | **Data Governance and Access Management** | Not enough data | Not enough data | Not enough data | | **Audit and Reporting** | Not enough data | Not enough data | Not enough data | #### Compliance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | | **DLP Configuration** | Not enough data | Not enough data | Not enough data | #### Usability | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Visualization** | Not enough data | Not enough data | Not enough data | | **AI Algorithyms** | Not enough data | Not enough data | Not enough data | | **Cross-Platforms** | Not enough data | Not enough data | Not enough data | ### Data Privacy Management | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.7/10 | 62 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Data Subject Access Requests** | Not enough data | Not enough data | 8.9 (43 reviews) | | **Identity Verification** | Not enough data | Not enough data | 8.9 (31 reviews) | | **Privacy Impact Assessments** | Not enough data | Not enough data | 8.8 (48 reviews) | | **Data Mapping - survey-based** | Not enough data | Not enough data | 8.9 (44 reviews) | | **Data Mapping - automated** | Not enough data | Not enough data | 8.7 (43 reviews) | | **Data Discovery** | Not enough data | Not enough data | 8.4 (35 reviews) | | **Data Classification** | Not enough data | Not enough data | 8.2 (36 reviews) | | **De-identification/pseudonymization** | Not enough data | Not enough data | 8.5 (31 reviews) | | **Breach notification** | Not enough data | Not enough data | 8.5 (36 reviews) | | **Consent management** | Not enough data | Not enough data | 8.5 (33 reviews) | | **Website tracking scanning** | Not enough data | Not enough data | 8.8 (40 reviews) | | **Data access governance** | Not enough data | Not enough data | 8.8 (36 reviews) | ### Privacy Impact Assessment (PIA) | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.8/10 | 42 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Centralized platform** | Not enough data | Not enough data | 9.0 (36 reviews) | | **Tracking** | Not enough data | Not enough data | 8.8 (36 reviews) | | **Templates** | Not enough data | Not enough data | 9.0 (38 reviews) | | **Workflow** | Not enough data | Not enough data | 8.8 (35 reviews) | | **Reporting and analytics** | Not enough data | Not enough data | 8.1 (36 reviews) | ### Consent Management Platform (CMP) | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.5/10 | 17 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Dashboard** | Not enough data | Not enough data | 8.4 (16 reviews) | | **Reporting** | Not enough data | Not enough data | 8.1 (16 reviews) | | **Integrations** | Not enough data | Not enough data | 8.2 (14 reviews) | | **End-user management** | Not enough data | Not enough data | 8.5 (16 reviews) | | **Audit trails** | Not enough data | Not enough data | 8.4 (15 reviews) | | **APIs** | Not enough data | Not enough data | 9.2 (11 reviews) | | **Mobile SDK** | Not enough data | Not enough data | 9.0 (10 reviews) | | **Customizable design** | Not enough data | Not enough data | 8.0 (14 reviews) | | **Server-side storage** | Not enough data | Not enough data | 9.0 (12 reviews) | ### Cookie Tracking | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.5/10 | 39 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Auto scans** | Not enough data | Not enough data | 8.8 (29 reviews) | | **Auto privacy policy update** | Not enough data | Not enough data | 8.7 (21 reviews) | | **Cookie notice report** | Not enough data | Not enough data | 8.9 (28 reviews) | | **Easy installation** | Not enough data | Not enough data | 7.8 (33 reviews) | | **Reporting** | Not enough data | Not enough data | 8.3 (29 reviews) | ### Sensitive Data Discovery | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 7.9/10 | 7 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Structure type** | Not enough data | Not enough data | 8.0 (5 reviews) | | **Contextual search** | Not enough data | Not enough data | 6.7 (5 reviews) | | **Template algorithms** | Not enough data | Not enough data | 7.0 (5 reviews) | | **Custom algorithms** | Not enough data | Not enough data | 7.3 (5 reviews) | | **False-positive management** | Not enough data | Not enough data | Not enough data | | **Multiple file and location types** | Not enough data | Not enough data | 8.3 (5 reviews) | | **Real-time monitoring** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | 8.7 (5 reviews) | | **Compliance** | Not enough data | Not enough data | 8.9 (6 reviews) | | **Reporting** | Not enough data | Not enough data | 8.6 (6 reviews) | #### Agentic AI - Sensitive Data Discovery | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | ### Privacy Policy Generator | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Generates privacy policies** | Not enough data | Not enough data | Not enough data | | **Downloadable format** | Not enough data | Not enough data | Not enough data | | **Embeddable format** | Not enough data | Not enough data | Not enough data | | **Updates Automatically** | Not enough data | Not enough data | Not enough data | | **Manually override updates** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | Not enough data | ### File Analysis | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **File Identification** | Not enough data | Not enough data | Not enough data | | **File Indexing** | Not enough data | Not enough data | Not enough data | | **Metadata Analysis** | Not enough data | Not enough data | Not enough data | | **File Content Analysis** | Not enough data | Not enough data | Not enough data | #### Management | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **File System Selection** | Not enough data | Not enough data | Not enough data | | **File System Integration** | Not enough data | Not enough data | Not enough data | | **Rule Generation** | Not enough data | Not enough data | Not enough data | | **Reporting** | Not enough data | Not enough data | Not enough data | | **Data Classification** | Not enough data | Not enough data | Not enough data | #### Agentic AI - File Analysis | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Vendor Security and Privacy Assessment | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 8.6/10 | 32 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Customized Vendor Pages** | Not enough data | Not enough data | 8.4 (18 reviews) | | **Centralized Vendor Catalog** | Not enough data | Not enough data | 8.7 (21 reviews) | | **Questionnaire Templates** | Not enough data | Not enough data | 9.0 (24 reviews) | | **User Access Control** | Not enough data | Not enough data | 8.7 (28 reviews) | #### Risk assessment | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Risk Scoring** | Not enough data | Not enough data | 8.4 (26 reviews) | | **4th Party Assessments** | Not enough data | Not enough data | 8.1 (18 reviews) | | **Monitoring And Alerts** | Not enough data | Not enough data | 8.8 (25 reviews) | | **AI Monitoring** | Not enough data | Not enough data | Not enough data | #### Generative AI - Vendor Security and Privacy Assessment | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Text Summarization** | Not enough data | Not enough data | Not enough data | | **Text Generation** | Not enough data | Not enough data | Not enough data | ### Active Metadata Management | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Data management | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Metadata Management** | Not enough data | Not enough data | Not enough data | | **Automation Features** | Not enough data | Not enough data | Not enough data | | **Collaboration** | Not enough data | Not enough data | Not enough data | | **Data Lineage** | Not enough data | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | Not enough data | #### Reporting | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Intelligent Insights** | Not enough data | Not enough data | Not enough data | | **Actionable Insights** | Not enough data | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### AI Governance Tools | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### AI Compliance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Regulatory Reporting** | Not enough data | Not enough data | Not enough data | | **Automated Compliance** | Not enough data | Not enough data | Not enough data | | **Audit Trails** | Not enough data | Not enough data | Not enough data | #### Risk Management & Monitoring | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **AI Risk Management** | Not enough data | Not enough data | Not enough data | | **Real-time Monitoring** | Not enough data | Not enough data | Not enough data | #### AI Lifecycle Management | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Lifecycle Automation** | Not enough data | Not enough data | Not enough data | #### Access Control and Security | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Pole-based Access Control (RBAC)** | Not enough data | Not enough data | Not enough data | #### Collaboration and Communication | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Model Sharing and Reuse** | Not enough data | Not enough data | Not enough data | #### Agentic AI - AI Governance Tools | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data Security Posture Management (DSPM) | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Discovery & Classification - Data Security Posture Management (DSPM) | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Continuous real‑time monitoring** | Not enough data | Not enough data | Not enough data | | **Discover & classify sensitive data** | Not enough data | Not enough data | Not enough data | | **Custom classification support** | Not enough data | Not enough data | Not enough data | #### Risk Prioritization - Data Security Posture Management (DSPM) | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Detect excessive entitlements & toxic combinations** | Not enough data | Not enough data | Not enough data | | **Compliance posture assessment** | Not enough data | Not enough data | Not enough data | | **Risk‑based exposure scoring** | Not enough data | Not enough data | Not enough data | #### Remediation & Governance - Data Security Posture Management (DSPM) | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Guided remediation actions** | Not enough data | Not enough data | Not enough data | | **Integration with enforcement tools** | Not enough data | Not enough data | Not enough data | | **Track remediation progress & trends** | Not enough data | Not enough data | Not enough data | ### Data Security | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Compliance | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Access Management** | Not enough data | Not enough data | Not enough data | | **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | | **DLP Configuration** | Not enough data | Not enough data | Not enough data | | **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | #### Administration | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Database Management** | Not enough data | Not enough data | Not enough data | | **Deduplication ** | Not enough data | Not enough data | Not enough data | | **Backup** | Not enough data | Not enough data | Not enough data | | **API / integrations** | Not enough data | Not enough data | Not enough data | #### Security | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | | **Data Transport** | Not enough data | Not enough data | Not enough data | | **Data Types** | Not enough data | Not enough data | Not enough data | | **Security Tools** | Not enough data | Not enough data | Not enough data | ### Data Subject Access Request (DSAR) | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | 9.0/10 | 47 | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Identity Verification** | Not enough data | Not enough data | 8.9 (31 reviews) | | **Workflow** | Not enough data | Not enough data | 8.8 (22 reviews) | | **DSAR Portal** | Not enough data | Not enough data | 9.0 (21 reviews) | | **Reporting and logs** | Not enough data | Not enough data | 8.9 (17 reviews) | ### Data Breach Notification | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Centralized platform** | Not enough data | Not enough data | Not enough data | | **Automated response** | Not enough data | Not enough data | Not enough data | | **Breach notification law compliance** | Not enough data | Not enough data | Not enough data | | **Workflow** | Not enough data | Not enough data | Not enough data | | **Reporting** | Not enough data | Not enough data | Not enough data | ### Data Quality | Product | Score | Reviews | |---|---|---| | **BigID** | N/A | N/A | | **Lightbeam** | N/A | N/A | | **OneTrust Privacy Automation** | N/A | N/A | #### Functionality | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Identification** | Not enough data | Not enough data | Not enough data | | **Correction** | Not enough data | Not enough data | Not enough data | | **Normalization** | Not enough data | Not enough data | Not enough data | | **Preventative Cleaning** | Not enough data | Not enough data | Not enough data | | **Data Matching** | Not enough data | Not enough data | Not enough data | #### Management | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | Not enough data | | **Quality Audits** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | Not enough data | | **Governance** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | --- ## Categories **Shared Categories (5):** [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery), [Consent Management Platforms](https://www.g2.com/categories/consent-management-platform-cmp), [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) **Unique to BigID (7):** [File Analysis Software](https://www.g2.com/categories/file-analysis), [Data Breach Notification Software](https://www.g2.com/categories/data-breach-notification), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data-Centric Security Software](https://www.g2.com/categories/data-centric-security), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [ Data Security Posture Management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm) **Unique to Lightbeam (4):** [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), [ AI Governance Tools](https://www.g2.com/categories/ai-governance-tools) **Unique to OneTrust Privacy Automation (4):** [Privacy Policy Generator Software](https://www.g2.com/categories/privacy-policy-generator), [Cookie Tracking Software](https://www.g2.com/categories/cookie-tracking), [Vendor Security and Privacy Assessment Software](https://www.g2.com/categories/vendor-security-and-privacy-assessment), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) --- ## Reviewer Demographics ### By Company Size | Segment | BigID | Lightbeam | OneTrust Privacy Automation | |---|---|---|---| | **Small-Business** | 43.8% | 41.7% | 12.7% | | **Mid-Market** | 31.3% | 25.0% | 39.4% | | **Enterprise** | 25.0% | 33.3% | 47.9% | ### By Industry #### BigID - **Information Technology and Services:** 12.5% - **Computer Software:** 12.5% - **Computer & Network Security:** 12.5% - **Transportation/Trucking/Railroad:** 6.3% - **Telecommunications:** 6.3% - **Program Development:** 6.3% - **Marketing and Advertising:** 6.3% - **Internet:** 6.3% - **Education Management:** 6.3% - **Consumer Electronics:** 6.3% - **Other:** 18.8% #### Lightbeam - **Financial Services:** 25.0% - **Computer Software:** 25.0% - **Real Estate:** 8.3% - **Marketing and Advertising:** 8.3% - **Leisure, Travel & Tourism:** 8.3% - **Computer Games:** 8.3% - **Banking:** 8.3% - **Airlines/Aviation:** 8.3% #### OneTrust Privacy Automation - **Information Technology and Services:** 15.5% - **Financial Services:** 7.0% - **Computer Software:** 6.3% - **Banking:** 4.9% - **Marketing and Advertising:** 4.2% - **Telecommunications:** 3.5% - **Education Management:** 2.8% - **Consumer Goods:** 2.8% - **Hospital & Health Care:** 2.8% - **Non-Profit Organization Management:** 2.8% - **Other:** 47.2% --- ## Alternatives ### Alternatives to BigID - [Securiti](https://www.g2.com/products/securiti/reviews) — 4.7/5 stars (91 reviews) - [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 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 (565 reviews) - [Varonis Data Security Platform](https://www.g2.com/products/varonis-data-security-platform/reviews) — 4.6/5 stars (73 reviews) - [CookieScript](https://www.g2.com/products/cookiescript/reviews) — 4.6/5 stars (499 reviews) - [AdOpt](https://www.g2.com/products/adopt-adopt/reviews) — 4.9/5 stars (395 reviews) - [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews) - [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22096 reviews) - [BetterCloud](https://www.g2.com/products/bettercloud/reviews) — 4.4/5 stars (482 reviews) ### Alternatives to Lightbeam - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (565 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1162 reviews) - [BetterCloud](https://www.g2.com/products/bettercloud/reviews) — 4.4/5 stars (482 reviews) - [AdOpt](https://www.g2.com/products/adopt-adopt/reviews) — 4.9/5 stars (395 reviews) - [CookieScript](https://www.g2.com/products/cookiescript/reviews) — 4.6/5 stars (499 reviews) - [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22096 reviews) - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4002 reviews) - [JumpCloud](https://www.g2.com/products/jumpcloud/reviews) — 4.5/5 stars (3971 reviews) - [Five9 Intelligent Cloud Contact Center Platform](https://www.g2.com/products/five9-intelligent-cloud-contact-center-platform/reviews) — 4.1/5 stars (611 reviews) - [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews) ### Alternatives to OneTrust Privacy Automation - [Securiti](https://www.g2.com/products/securiti/reviews) — 4.7/5 stars (91 reviews) - [Osano](https://www.g2.com/products/osano/reviews) — 4.5/5 stars (172 reviews) - [Transcend](https://www.g2.com/products/transcend/reviews) — 4.6/5 stars (112 reviews) - [MineOS](https://www.g2.com/products/mineos/reviews) — 4.8/5 stars (229 reviews) - [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 reviews) - [Ketch](https://www.g2.com/products/ketch/reviews) — 4.6/5 stars (145 reviews) - [DataGrail](https://www.g2.com/products/datagrail/reviews) — 4.7/5 stars (206 reviews) - [CookieYes](https://www.g2.com/products/cookieyes/reviews) — 4.8/5 stars (293 reviews) - [Cookiebot by Usercentrics](https://www.g2.com/products/cookiebot-by-usercentrics/reviews) — 4.2/5 stars (178 reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (565 reviews) --- ## Top Discussions ### BigID No discussions available for this product. ### Lightbeam No discussions available for this product. ### OneTrust Privacy Automation No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/bigid-vs-lightbeam-vs-onetrust-privacy-automation)