What it is:BigID is a data intelligence platform that uses AI and machine learning for identity-aware data discovery, classification, security, privacy, compliance, governance, and AI data management across enterprise environments.
Best for:Large enterprises with complex data environments, Compliance-heavy organizations, Teams needing data discovery and classification
Pricing:Free tier available, paid plans from $175,000 / 12 months
Rating:88/100Very Good
Expert's conclusion:BigID is the best fit for large companies seeking comprehensive unified data security, AI governance, and compliance automation across modern and multiple cloud platforms.
Reviewed byMaxim Manylov·Web3 Engineer & Serial Founder
What Is BigID and What Does It Do?
BigID was founded in 2016 and is based in New York, USA and is an artificial intelligence and machine learning company that specializes in providing data discovery, privacy, security and governance solutions for large-scale enterprises. BigID enables organizations to address the complexity of managing their data by providing compliance and security across cloud, SaaS and unstructured environments.
An established player in the data intelligence space with significant investment and support from top venture capital firms, has demonstrated proven compliance capabilities and patented AI-based technologies to meet the growing need for privacy and security in enterprise settings.
BREAKDOWN
Product Maturity92/100
Company Stability85/100
Security & Compliance95/100
User Reviews85/100
Transparency82/100
Support Quality88/100
TRUST SIGNALS
RSA Innovation Sandbox WinnerBacked by Salesforce Ventures, Tiger GlobalUnicorn status achievedGDPR, CCPA, HIPAA compliantPatented data intelligence technology
What is the history of BigID and its key milestones?
2016
Company Founded
Founded by CEO Dimitri Sirota and CPO Nimrod Vax to transform how data is discovered and analyzed using Machine Learning/AI (ML/AI).
2016
RSA Innovation Sandbox Winner
Ranked #1 as the first platform that contextualizes data for privacy, security and governance.
2020
Multiple Funding Rounds
Completed three funding rounds including its $100 million Series C round which included investment from Salesforce Ventures and Tiger Global and achieved unicorn status.
2020
Platform Evolution
Expands from being a privacy-focused solution to a comprehensive data intelligence platform through the development of the App Framework.
How Much Does BigID Cost and What Plans Are Available?
Pricing information with service tiers, costs, and details
☐Service
$Cost
ℹDetails
🔗Source
Discovery Foundation L1
$175,000 / 12 months
AWS Marketplace pricing. Contact BigID for custom pricing.
AWS Marketplace
Enterprise Pricing Range
$15,000 - $175,000 annually
Varies by data sources, apps, connectors, deployment type, and support level.
Data risk assessment, remediation, access intelligence features.
Free TrialFree
Fill out form for trial access to test capabilities.
How Does BigID Compare to Competitors?
Feature
BigID
Sentra
Varonis
Prisma Cloud
Automated Remediation
Yes
Yes
Yes
Yes
Security Playbook Orchestration
Yes
Yes
No
Yes
Data Classifiers
200+
200+
400+
150+
Shadow Data Analysis
Yes
Cluster Analysis (ML)
Yes
Access Intelligence
Yes
—
Yes
Starting Price
Custom ($15K+)
Custom
Custom
Custom
Free Tier
Trial only
API Access
Yes
Yes
Yes
Yes
Integration Count
60+ services
Automated Remediation
BigIDYes
SentraYes
VaronisYes
Prisma CloudYes
Security Playbook Orchestration
BigIDYes
SentraYes
VaronisNo
Prisma CloudYes
Data Classifiers
BigID200+
Sentra200+
Varonis400+
Prisma Cloud150+
Shadow Data Analysis
BigIDYes
Sentra—
Varonis—
Prisma Cloud—
Cluster Analysis (ML)
BigIDYes
Sentra—
Varonis—
Prisma Cloud—
Access Intelligence
BigIDYes
Sentra—
VaronisYes
Prisma Cloud—
Starting Price
BigIDCustom ($15K+)
SentraCustom
VaronisCustom
Prisma CloudCustom
Free Tier
BigIDTrial only
Sentra—
Varonis—
Prisma Cloud—
API Access
BigIDYes
SentraYes
VaronisYes
Prisma CloudYes
Integration Count
BigID60+ services
Sentra—
Varonis—
Prisma Cloud—
How Does BigID Compare to Competitors?
vs Sentra
Features similar feature parity on both products with automated remediation and playbook orchestration. Both have 200+ classifiers. BigID differentiates itself with the ability to analyze "shadow" data and perform ML clustering on 60+ services.
Choose BigID for the breadth of its data discovery capabilities and choose Sentra for its equivalent Data Security Protection and Management (DSPM) core functions.
vs Varonis Data Security
Varonis is leading in terms of classifier numbers (400+) but does not provide the same level of playbook orchestration that BigID does. BigID provides additional remediation and access intelligence features compared to Varonis.
Choose Varonis when you require more extensive classification needs and choose BigID when you require complete end-to-end Data Security Protection and Management (DSPM) workflows.
vs Prisma Cloud (Palo Alto)
Prisma also has automation, however it trails behind in number of classifiers (150+). BigID has a greater degree of data-specific intelligence than Prisma such as cluster analysis that is not available on Prisma.
Choose Prisma when your organization requires a cloud-native security platform and choose BigID for multi-environment data governance.
vs OneTrust
BigID was evaluated against Prisma for data discovery and classification purposes and selected for having the better data discovery and custom policy capabilities in order to support GDPR and CCPA requirements.
For privacy management (OneTrust) and for the technical discovery of data and its classification (BigID).
What are the strengths and limitations of BigID?
Pros
✅Complete data discovery – automatically detects all the sensitive, PII, ROT data in your various environments.
✅Classifiers that are highly customizable – over 200 classifiers and create your own custom policy to meet the requirements of a particular regulation.
✅Analysis powered by machine learning – uses clustering analysis and shadow data detection via machine learning.
✅Support for many regulatory compliance frameworks – GDPR, CCPA, NIST, LGPD, CMMC, BCBS 239.
✅Remediation that is fully automated – includes automatic labeling, policy enforcement and encryption.
✅Has many integrations – integrates with 60+ services, such as Box, Snowflake, Google Drive and Outlook.
✅Users have reported an excellent ROI – this product provides tremendous value for the large-scale compliance requirements of enterprises.
Cons
❌Pricing varies per customer – price range varies from $15K to $175K annually and must be contacted for quote.
❌Provides inaccurate data insights – although you can customize it, users have found the accuracy to be lacking.
❌Needs improvement for cloud-native support – cloud environment and integration support still needs work.
❌Pricing model is very complex – has multiple components (data source, connector, deployment), makes budgeting difficult.
❌Only supports the enterprise space – due to the high cost structure, will not work for small/medium businesses or small deployments.
❌Complexity exists in implementation – users recommend creating a proof-of-concept prior to implementing and also recommend scaling their usage of this product.
❌Variability exists in support – users who are consultants have noted that pricing discussions were addressed separately from the initial consultation.
Who Is BigID Best For?
Best For
✅Large enterprises with complex data environments — Can scale to petabytes of data with augmented discovery via ML across SaaS, IaaS, PaaS, on-prem.
✅Compliance-heavy organizations — Supports GDPR, CCPA, NIST, CMMC with automated reporting and custom policies.
✅Teams needing data discovery and classification — Over 200 classifiers plus custom PII detection – outperforms other general privacy platforms.
✅Security operations requiring remediation — Provides agentic remediation, zero-trust bundles with access intelligence and policy enforcement.
✅Multi-cloud and hybrid environments — Integrates with 60+ services – covers SMB, NFS, Box, Snowflake, Dynamics CRM, Oracle ERP.
Not Suitable For
❌Small and mid-size businesses — High enterprise pricing ($15K+) does not equate to value for small volumes of data. May want to consider Varonis or Sentra.
❌Organizations needing transparent pricing — Custom quote-only model is a non-predictable way to quote. Competitors are using tiered models to list their prices for comparison.
❌Cloud-only native deployments — User reviews have stated that they do not have enough support from BigID's cloud based support. Prisma Cloud has better support for cloud-native applications.
❌Budget-conscious compliance teams — Premium pricing is used by BigID for its DSPM features, which may be unnecessary for one to use BigID if you just need the basics of privacy.
Are There Usage Limits or Geographic Restrictions for BigID?
Pricing Model
Custom quote based on data sources, apps, connectors, deployment type
Data Sources
Pricing scales with number of connected data sources and environments
Deployment Options
SaaS, IaaS, PaaS, on-prem data centers, dev tools
Trial Access
Free trial available - requires contact form submission
Geographic Availability
Enterprise-focused, global availability through AWS Marketplace
Custom Policy ComplianceCustom classifiers and policies for organization-specific PII and regulatory requirements.
Zero Trust BundleData access intelligence combined with automated remediation capabilities.
Data Minimization FeaturesData remediation and deletion capabilities for privacy compliance.
DSPM CapabilitiesData Security Posture Management with risk assessment and access intelligence.
Multi-Environment CoverageSecurity across SaaS, IaaS, PaaS, on-prem with 60+ service integrations.
Automated Data ProtectionML-powered labeling, policy enforcement, and encryption for sensitive data risks.
What Customer Support Options Does BigID Offer?
Channels
Available through bigid.comExpert-led sessions available
Support Limitations
•Specific support channel details not publicly documented on website
•No publicly available information on support hours or response times
•Support tier structure not clearly defined in public materials
What APIs and Integrations Does BigID Support?
API Type
Not publicly documented in available sources
Integration Approach
Seamless integration across data stack including cloud, SaaS, and on-premise environments
Integrations Scope
Works across structured, semi-structured, and unstructured data sources; integrates with vector databases and RAG pipelines
Documentation
Limited public API documentation available; detailed information available through demo or sales contact
Use Cases
Data discovery and classification, compliance mapping, remediation workflows, AI data governance, cross-border transfer detection
What Are Common Questions About BigID?
BigID is an enterprise data security and compliance platform that is able to discover, classify, and protect sensitive data in the cloud, on-premises, and in AI systems. BigID uses AI-based classification methods to discover and manage high-risk data and automate compliance and privacy controls.
BigID uses patented AI classification methods that include 1,000+ pre-trained, AI-supervised classifiers that are available in over 100 languages. In addition to the use of LLMs, NLP, and NER, BigID also uses these three forms of analysis to classify both structured and unstructured data with high accuracy across all of the different types of data that it collects.
No. BigID is an agentless, cloud-native platform that works without any elevated rights and will never copy your data. However, BigID can work locally without needing to send any of your data to the cloud for processing.
Yes. BigID supports compliance with regulations such as GDPR, LGPD, and data sovereignty laws as well as emerging frameworks such as the EU AI Act and NIST AI RMF. In addition to supporting compliance, BigID also provides continuous monitoring, automated assessments, and audit-ready documentation for multiple regulatory requirements.
Yes. BigID automatically monitors and reports on the movement of data across regions and jurisdictions and identifies potential compliance and sovereignty risks. BigID also allows organizations to enforce data residency policies and stay compliant with changing global data transfer restrictions.
Yes. BigID Next provides integrated AI governance capabilities that include Shadow AI Detection, Vendor Risk Assessment, LLM and Agent Monitoring, Vector Database Protection, and AI SPM (Security Posture Management) to provide organizations with comprehensive AI risk management.
BigID has FIPS certification; it also has certifications from PCI, HIPAA, and ISO. To confirm its enterprise-grade security, BigID undergoes independent assessments of its own against SOC2, ISO 27001, PCI, and other frameworks of both an industry and regulatory nature.
Yes. BigID is created with an eye towards modern AI-based data processing and works well with unstructured data (such as emails, PDFs, collaboration files, etc.) and cleanses sensitive data prior to use in AI training or Risk Assessment and Governance (RAG).
Is BigID Worth It?
BigID represents an integrated, AI-centric approach to enterprise data security and compliance that directly addresses the modern problems of AI governance, cross-border data transfer, and regulatory complexities. With BigID's unified approach to Data Security, Protection, Masking (DSPM), Data Loss Prevention (DLP) Privacy and AI Governance, there is no need to purchase and implement separate point solutions for each of these functions. BigID demonstrates significant enterprise-grade positioning through their certifications and ability to adapt to emerging regulatory frameworks.
Recommended For
Multi-cloud and on-premises enterprise organizations that are dealing with large amounts of complex data.
Enterprises that fall under the purview of the GDPR, LGPD, or have specific requirements based upon data residency.
Organizations who are implementing Generative AI and require a data governance and compliance framework to manage and regulate this type of data.
Compliance and/or Privacy teams looking to automate data discovery processes using AI and generate automated audit documentation.
Larger enterprises that are utilizing unstructured data and need to classify and protect this data using AI.
!
Use With Caution
Small businesses or start-ups with budget constraints regarding data governance.
Organizations that do not utilize unstructured data -- traditional DLP solutions may be sufficient.
Teams that lack resources to develop a data governance program -- the BigID solution requires a commitment from the organization to act as stewards of the data.
Not Recommended For
Budget constrained small teams -- the enterprise pricing model for BigID will likely exceed the ROI.
Organizations that require a simple, single-purpose DLP -- BigID's breadth of features will likely introduce unnecessary complexity into your data discovery process.
Companies with pure on-site infrastructure tend to resist cloud native architecture as a preference.
Expert's Conclusion
BigID is the best fit for large companies seeking comprehensive unified data security, AI governance, and compliance automation across modern and multiple cloud platforms.
Best For
Multi-cloud and on-premises enterprise organizations that are dealing with large amounts of complex data.Enterprises that fall under the purview of the GDPR, LGPD, or have specific requirements based upon data residency.Organizations who are implementing Generative AI and require a data governance and compliance framework to manage and regulate this type of data.
What do expert reviews and research say about BigID?
Key Findings
BigID is an enterprise level data security platform that is the only solution available combining data security posture management (DSPM), data loss prevention (DLP), and privacy compliance with AI governance all within a single modular platform. BigID has demonstrated high levels of technical innovation by way of patented AI classification, agentless architecture, and native AI governance.
Data Quality
Excellent — comprehensive public information available from official website, product documentation, press releases (July 2025), and detailed product blog posts. Platform capabilities, compliance certifications, and feature sets are well-documented. Pricing information not publicly disclosed; requires sales contact.
Risk Factors
!
BigID pricing is not transparent and is an enterprise sales driven model.
!
There are no specific support SLAs or response times published.
!
API documentation and integration details are limited in public sources.
!
There are no customer success stories or case studies published as examples.
Last updated: February 2026
What Additional Information Is Available for BigID?
Product Innovation
BigID Next is a significant evolutionary step forward and will be the first modular, AI enabled data platform. This new release includes the ability to classify using prompts for business users, agenic AI assistants for compliance automation, and LLM/NLP/NER technology for intelligent data governance at scale.
AI Governance Focus
BigID is unique in its approach to specifically addressing AI related risks through capabilities such as shadow AI detection, unsanctioned copilot discovery, LLM safety monitoring, agenic AI activity tracking, and AI SPM (security posture management) directly embedded within the core platform.
Regulatory Evolution
In July 2025, BigID released major upgrades to their cross border transfer detection and data mapping features which address the emerging regulatory requirements such as EU GDPR updates, Brazil's LGPD, U.S. cross border transfer restrictions, and data sovereignty mandates.
Enterprise Architecture
Agentless and cloud-native with local deployment options; incorporates a secure, password vault with RBAC controls that can be used for auditing and enterprise compliance at an administrative level of privilege.
Data Lifecycle Management
Provides full lifecycle support for end-to-end data management capabilities, such as deleting redundant or obsolete data and enforcing data retention policies, as well as identifying ROT (redundant, obsolete, trivial) data to minimize compliance risks and storage costs.
Privacy Operations Automation
Automates the execution of key privacy operations, such as DSARs (data subject access requests), data deletion, portability workflows, RoPs (records of processing) generation, PIA (privacy impact assessments), and consent preferences across all applicable channels.
Market Position
Claims it is the first solution to integrate multiple components into one product: security, privacy, compliance, and AI governance -- eliminates need for separate point products. Mid-market to enterprise customer base with focus on comprehensive data risk management.
What Are the Best Alternatives to BigID?
•
Varonis: Specializes in enterprise data security platforms in the area of data access governance and threat detection. Strongest in detection of insider threats and unusual access patterns; however, has limited ability in AI governance and compliance automation. Organizations prioritizing access control and threat detection will find this best suited to their needs. (varonis.com)
•
Collibra: Focuses on data governance and cataloging. Has stronger feature sets in areas of data cataloging and democratization, but weaker in areas of security and compliance automation. Organizations needing robust data governance and catalog features will find this the most beneficial. (collibra.com)
•
Talend: Integrates data governance capabilities into its data integration and quality platform. Mainly focuses on ETL and data preparation as opposed to security and compliance automation. Organizations with large data integration and quality management needs, in addition to governance, may benefit from this platform. (talend.com)
•
Informatica: An enterprise-level data management solution that includes the ability to manage data through governance, quality, and integration. A comprehensive solution, yet traditional in its approach; less innovative when it comes to AI native governance. The best option for a large enterprise with complex data integration and quality needs. (informatica.com)
•
OneTrust: A data compliance and privacy management solution with an emphasis on data subject rights and consent management. More robust when it comes to managing the operational aspects of privacy and regulatory compliance and less robust when it comes to protecting data security and classification. Best suited for companies with heavy privacy regulation workloads and companies whose primary focus is on GDPR. (onetrust.com)
•
Imperva: A data security platform that protects data using DLP (Data Loss Prevention), database security, and application protection. This product is mature in its traditional DLP capabilities and is less capable when it comes to providing comprehensive coverage for AI governance and modern compliance requirements. Best suited for companies who require specific data protection and have less need for AI driven compliance. (imperva.com)
What Are BigID's Compliance Kpi Metrics?
0 %
Compliance Score
0
Policies Implemented
Pending
Audit Status
What Monitoring Core Features Does BigID Offer?
Continuous Compliance Monitoring
24/7 automated identification and categorization of all AI system generated data that has the potential to be sensitive.
Automated Alert System
Real time alerts and notifications for AI generated data at-risk, sensitive data exposed, compliance violations and regulatory changes impacting AI pipelines
Automated Remediation
AI driven remediation (with policy enforcement and risk reduction) to improve data hygiene and reduce risk related to GDPR, HIPAA and AI governance
Evidence Automation
Automatic aggregation of audit ready evidence from AI assets and data lineage mapping as well as automatic privacy assessments for regulatory reporting
Control-to-Framework Mapping
Visual mapping of AI security controls to applicable compliance frameworks and dashboards for GDPR, CCPA, and other AI regulations
Policy & Control Tracking
AI enabled automated policy manager that enforces least privilege and manages AI based access control and compliance workflows across entire data landscape
What Regulatory Frameworks Support Does BigID Support?
Multi-cloud support (AWS, Azure, GCP) with hybrid on-premise deployment for comprehensive AI data visibility
System Integration
API connectivity for SIEM/SOAR, identity providers, Microsoft Copilot, and AI data pipelines with real-time synchronization
Data Collection
AI-aware auto-discovery of models, datasets, vector databases, PII exposure, and lineage mapping with continuous scanning
Scalability
Enterprise-scale for Fortune 500 with flexible AI governance across global regulations and expanding data landscapes
Real-Time Processing
Sub-second risk detection, agentic remediation, and compliance monitoring with low-latency alerting for AI systems
Data Security
End-to-end encryption, RBAC, audit logging of AI actions, data provenance tracking, and secure policy enforcement
What Reporting And Visibility Capabilities Does BigID Offer?
Executive Compliance Dashboard
Real time AI risk posture dashboard(s) that display compliance status, remediation trends and data security metrics to leadership
Regulator-Centric Reports
Automated DPIA reports, AI governance evidence and compliance documentation tailored for GDPR, CCPA, and regulatory audits.
Gap Analysis Reports
Identification of AI compliance gaps based on data to determine recommendations for remediation and risk evaluation.
Audit-Ready Documentation
The complete history of all data events for the use of AI, all access points for AI, all remediation actions taken, and all enforcement actions for policies that have been taken at a specific time.
Stakeholder Reporting
The ability to create custom reports for board members and government agencies to include an inventory of AI assets, metrics related to risk, and trending information.
Trend Analysis & Forecasting
Historical data analysis to predict potential risks to compliance for AI, and the ability to provide warnings if there are changes being made to regulations.
Control Effectiveness Metrics
A measurement of how well the enforcement of AI policies is working, as well as an ongoing performance rating and monitoring.
What Industry Specific Use Cases Does BigID Offer?
Industry/Function
Key Compliance Requirement
Monitoring Focus
Critical Metric
Technology/AI
GDPR, CCPA, AI Act
AI data discovery, model security, sensitive data in training sets
AI asset discovery coverage ≥99%
Healthcare
HIPAA, GDPR
Patient data protection in AI systems, privacy impact assessments
DPIA completion rate 100%
Financial Services
SOX, GDPR, CCPA
AI transaction monitoring compliance, data lineage tracking
Remediation effectiveness ≥90%
SaaS/Enterprise
SOC 2, ISO 27001
AI governance, vector database security, API key protection
Risk detection latency <1 second
Privacy Operations
DPIA, Consent Management
Automated privacy assessments, consent tracking
Assessment automation rate 95%+
AI Development
AI Regulations, NIST
Training data provenance, model risk assessment
Sensitive data exposure 0%
Third-Party AI
Vendor AI Compliance
External AI vendor monitoring, risk assessments
Vendor risk score >85%
What Is BigID's Data Protection And Security Requirements Status?
Data EncryptionEncryption of AI data in transit (TLS 1.2+) and at rest (AES-256) across models, datasets, and vector databases with secure key management
Role-Based Access Control (RBAC)Granular RBAC enforcing least privilege for AI systems, agentic remediation limits, and policy-based access to sensitive data
Data PseudonymizationPseudonymization of PII in AI training data and analytics while maintaining compliance with privacy frameworks
Audit Logging & TrackingImmutable logs of AI access, data events, remediation actions, and training provenance for regulatory audits
Consent ManagementAI-powered cookie classification and CMP for website privacy compliance with consent tracking and regulatory reporting
Incident Response & ReportingAutomated detection and response to AI data risks with defined timelines integrated into SIEM/SOAR platforms
Vulnerability ManagementContinuous stress-testing of AI models, API key scanning, and proactive vulnerability remediation
AI Policy EnforcementAutomated governance guardrails preventing non-consented data usage and enforcing compliance workflows
What Vendor And Third Party Risk Monitoring Does BigID Offer?
Vendor Risk Assessment
Assessments that are data driven to evaluate a company's use of AI, including vendor AI systems, sensitive data usage, and compliance templates used in structured workflow processes.
Continuous Vendor Monitoring
Monitoring, in real-time, of third-party AI data risks, failure of controls, and changes to regulatory compliance.
Regulatory Intelligence Integration
The ability to automatically incorporate new AI regulations and privacy requirements into the assessment process for vendors and the management of company policy.
Third-Party Compliance Policy Management
The creation of a policy engine which will enforce the vendor-specific governance of AI, data protection, and remediation protocols.
Vendor Incident Tracking
The centralization of the logging of all incidents involving non-compliance by vendors for the use of AI, with the ability to perform root cause analysis, and automatic remediation.
Multi-Vendor Portfolio Dashboard
The ability to obtain a consolidated view of compliance with AI vendors, with risk scores, data exposure metrics, and trends.
Third-Party Audit Preparation
Automatic evidence collection from vendors for AI governance audits, DPIAs, Data Protection Impact Assessments, and submissions to regulatory bodies.
