All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
BigID sells one platform that finds and classifies sensitive data across cloud, SaaS, on-premises, and mainframe systems, then adds security, privacy, and AI-governance controls. Analysts rate BigID higher than its disclosed revenue supports: Forrester named it a Leader in both data-discovery and privacy evaluations, and Deloitte placed it on its Technology Fast 500 growth ranking for five straight years, while the one independent revenue measure, IDC's 2022 data, ranked it fourth in privacy compliance software behind OneTrust, Securiti, and TrustArc. BigID is harder to displace once an enterprise integrates it into the security and identity tools it already runs, and more exposed sold on its own against the data platforms that already store the same data.
| Description | Enterprise data security and compliance platform that discovers and classifies sensitive data and delivers DSPM, DLP, data access governance, privacy, and AI security and governance on one platform. | [f1] |
|---|---|---|
| Founded | 2016 | [f2] |
| HQ | New York, NY | [f2] |
| Funding | $320M total | [f3] |
| Latest funding | Series E, $60M, led by Riverwood Capital (2024) | [f3] |
| Deployment | SaaS | [f4] |
| Compliance | CSA STAR Level 1, PCI DSS, SOC 2, SOC 3 | [f4] |
| Product | What it does |
|---|---|
| BigID Data Security Platform | Unified platform that discovers and classifies sensitive data across cloud, SaaS, on-premises, and mainframe sources, then applies posture, access, DLP, and remediation controls. |
| BigID Security Suite | Data security posture management, DLP enrichment, access intelligence, and risk remediation built on the discovery and classification engine to reduce data exposure and over-privileged access. |
| BigID Privacy Suite | Privacy management for data subject rights, consent and cookie management, data mapping, RoPA, assessments, and retention across global privacy regulations. |
| BigID Data Access Governance | Identifies over-privileged access, overexposed data, insider risk, and access control violations by connecting data risk to identities, permissions, and usage context. |
| BigID AI Security & Governance | Discovers and inventories AI models, agents, datasets, vector databases, and shadow AI, secures the data pipeline for AI training, and governs employee AI access and AI risk posture. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
BigID AI Security & Governance discovers and inventories AI models, datasets, and shadow AI, secures the data pipeline for AI training, and governs employee AI access and risk. It is mapped to the AI Defense Matrix. [f5]
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
The BigID Data Security Platform and Security Suite discover and classify sensitive data and manage its security posture across cloud, SaaS, and on-premises stores. These conventional security lines are mapped to the Cyber Defense Matrix. [f6]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 4/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 5/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 4/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 4/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 4/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 2/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
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The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
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| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | BigID: Enterprise Data Security Platform for DSPM & AI | official | 2026-06-23 |
| f2 | Tracxn BigID company profile | other | 2026-06-14 |
| f3 | Calcalist: BigID raises $60 million at over $1 billion valuation | press | 2026-06-28 |
| f4 | AI Defense Matrix Catalog entry | other | 2026-06-13 |
| f5 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| f6 | BigID platform | official | 2026-06-14 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | BigID: Enterprise Data Security Platform for DSPM & AI “BigID brings together data discovery, classification, access intelligence, risk remediation, DLP, DSPM, and AI data security in one unified platform.” | official | 2026-06-23 |
| s2 | BigID platform (discovery, classification, DSPM, DLP, access intelligence, remediation, AI data security) “A data security platform helps organizations discover, classify, monitor, protect, and govern sensitive data across the enterprise. BigID brings together data discovery, classification, access intelligence, risk remediation, DLP, DSPM, and AI data security in one unified platform.” | official | 2026-06-23 |
| s3 | BigID Security Suite (data-first DSPM, DLP, access, remediation) “The perimeter is gone. Shadow data is everywhere. And AI has turned up the stakes. BigID flips the script on traditional security with a data-first approach.” | official | 2026-06-23 |
| s4 | BigID Privacy Suite (DSR, consent, RoPA, data mapping, assessments) “Map and inventory personal and sensitive data automatically across cloud, SaaS, and hybrid environments.” | official | 2026-06-23 |
| s5 | BigID AI Security & Governance (discover and inventory AI assets, shadow AI) “Automatically discover and inventory AI models, agents, datasets, vector databases, prompts, and third-party AI, including unsanctioned and shadow AI, to eliminate blind spots and expose hidden risk.” | official | 2026-06-23 |
| s6 | BigID Certifications and Assessments (CSA STAR, SOC 2, PCI DSS) “BigID is SOC 2 (System and Organization Controls 2) certified ... BigID is the first Data Security product that is fully compliant to be deployed in PCI environments ... security controls have been tested by an independent assessor.” | official | 2026-06-23 |
| s7 | BigID named to the 2025 Deloitte Technology Fast 500 for the fifth consecutive year “BigID is the first and only DSPM to achieve five straight years of ranking among North America's fastest-growing companies ... recognized for innovation as a World Economic Forum Technology Pioneer ... Leader in Privacy Management in the Forrester Wave; and an RSA Innovation Sandbox winner.” | press | 2026-06-23 |
| s9 | BigID on being named a Leader in The Forrester Wave: Sensitive Data Discovery and Classification Q2 2026 (quoting the report) “BigID was named a Leader, one of three vendors in that category out of ten evaluated. BigID received the highest possible score in eleven criteria.” | official | 2026-06-23 |
| s10 | BigID named a Leader in The Forrester Wave: Privacy Management Software Q4 2025 “BigID received the highest score possible in 19 criteria, including Personal Data Discovery, Personal Data Classification, AI Third-Party Risk Assessment, Breadth of Software, and more.” | press | 2026-06-23 |
| s11 | BigID launches DSPM as a Snowflake Native App on the Snowflake Marketplace (May 2026) “the BigID DSPM, a Snowflake Native App, enables joint customers to discover and classify sensitive data directly within Snowflake environments” | press | 2026-06-23 |
| s12 | BigID Why BigID (University of Maryland, Telenor, US Army customer stories) “How the University of Maryland Saved $5 Million in Risk Exposure ... Remove 27,000+ records containing sensitive PII” | official | 2026-06-23 |
| s13 | About BigID (co-founders Dimitri Sirota and Nimrod Vax) “Dimitri Sirota CEO eTunnels, Layer 7 Technologies, CA Technologies ... Nimrod Vax Co-Founder and CPO Business Layers, Netegrity, CA Technologies” | official | 2026-06-23 |
| s14 | Calcalist: BigID raises 60 million at over 1 billion valuation, valuation unchanged since 1.25 billion Series D December 2020 “The company's valuation has remained largely unchanged since raising $70 million in Series D funding at a $1.25 billion valuation in December 2020.” | press | 2026-06-28 |
| s15 | SecurityWeek (Eduard Kovacs): BigID Raises $60 Million at $1 Billion Valuation “The company has raised a total of $320 million and is valued at more than $1 billion. It claims to have reached nearly $100 million in recurring revenue.” | press | 2026-06-28 |
| s16 | BankInfoSecurity (Michael Novinson): BigID Raises $60M, Eyes M&A (IDC market position) “BigID in 2022 was the world's fourth-largest data privacy compliance software vendor, with $64.7 million in revenue and 8.1% market share, putting the firm behind OneTrust, Securiti and TrustArc, IDC found.” | press | 2026-06-28 |
| s17 | Deloitte: 2025 North America Technology Fast 500 rankings (methodology, percentage revenue growth 2021-2024) “Technology Fast 500 awardees are selected based on percentage fiscal year revenue growth from 2021 to 2024.” | research | 2026-06-28 |
| s18 | OpenCorporates: BIGID INC. New York registry (active foreign business corporation, Delaware home company) “BIGID INC, 165 MERCER ST 4TH FL, NEW YORK, NY, 10012” | regulatory | 2026-06-28 |
| s19 | NVD: CVE-2024-44771 BigID PrivacyPortal cross-site scripting (CVSS 3.1 6.1 medium) “BigId PrivacyPortal v179 is vulnerable to Cross Site Scripting (XSS) via the "Label" field in the Report template function.” | other | 2026-06-28 |
| s20 | BigID Trust Center, rendered SafeBase portal (SOC 2 Type II and HIPAA, ISO 27001/27017/27018/42001, PCI DSS, ENS, FedRAMP, CDMC, TX-RAMP, CSA STAR) “independently audited and certified to SOC 2 Type II, ISO/IEC 27001:2022, ISO/IEC 27017, and ISO/IEC 27018 (the international standard for protecting personally identifiable information in the cloud)” | official | 2026-07-08 |
| s21 | BigID for Federal Agencies (vendor states FedRAMP authorization achieved through its partnership with Knox Systems) “BigID achieved FedRAMP certification through its partnership with Knox Systems, the largest federal AI-managed cloud provider ... making it fully authorized for use across defense, intelligence, and civilian agencies.” | official | 2026-07-08 |
| s22 | FedRAMP Marketplace: Knox Systems listing (CSP CoSo Cloud LLC), FedRAMP Certified, Moderate agency authorization, services description names BigID “BigID provides an automated foundation for data security, privacy, and governance across the federal enterprise.” | regulatory | 2026-07-08 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | BigID home (Enterprise Data Security Platform for DSPM & AI) “BigID brings together data discovery, classification, access intelligence, risk remediation, DLP, DSPM, and AI data security in one unified platform.” | official | 2026-06-23 |
| s2 | BigID platform (discovery, classification, DSPM, DLP, access intelligence, remediation, AI data security) “A data security platform helps organizations discover, classify, monitor, protect, and govern sensitive data across the enterprise. BigID brings together data discovery, classification, access intelligence, risk remediation, DLP, DSPM, and AI data security in one unified platform.” | official | 2026-06-23 |
| s3 | BigID Security Suite (data-first DSPM, DLP, access, remediation) “BigID flips the script on traditional security with a data-first approach: giving you deep visibility, risk context, and remediation.” | official | 2026-06-23 |
| s4 | BigID Privacy Suite (DSR, consent, RoPA, data mapping, assessments) “Map and inventory personal and sensitive data automatically across cloud, SaaS, and hybrid environments.” | official | 2026-06-23 |
| s5 | BigID AI Security & Governance (discover and inventory AI assets, shadow AI) “Automatically discover and inventory AI models, agents, datasets, vector databases, prompts, and third-party AI, including unsanctioned and shadow AI, to eliminate blind spots and expose hidden risk.” | official | 2026-06-23 |
| s6 | BigID Certifications and Assessments (CSA STAR, SOC 2, PCI DSS) “BigID is SOC 2 (System and Organization Controls 2) certified ... BigID is the first Data Security product that is fully compliant to be deployed in PCI environments ... security controls have been tested by an independent assessor.” | official | 2026-06-23 |
| s7 | BigID named to the 2025 Deloitte Technology Fast 500 for the fifth consecutive year “Five straight years on the Fast 500 shows that BigID is not chasing trends. We are building the foundation for how enterprises secure and govern AI and data at scale, said Dimitri Sirota, co-founder and CEO of BigID.” | press | 2026-06-23 |
| s9 | BigID on being named a Leader in The Forrester Wave Sensitive Data Discovery and Classification Q2 2026 “BigID was named a Leader, one of three vendors in that category out of ten evaluated. BigID received the highest possible score in eleven criteria.” | official | 2026-06-23 |
| s10 | BigID named a Leader in The Forrester Wave Privacy Management Software Q4 2025 “BigID received the highest score possible in 19 criteria, including Personal Data Discovery, Personal Data Classification, AI Third-Party Risk Assessment, Breadth of Software, and more.” | press | 2026-06-23 |
| s11 | BigID launches DSPM as a Snowflake Native App on the Snowflake Marketplace (May 2026) “the BigID DSPM, a Snowflake Native App, enables joint customers to discover and classify sensitive data directly within Snowflake environments” | press | 2026-06-23 |
| s12 | BigID Why BigID (University of Maryland, Telenor, US Army customer stories) “How the University of Maryland Saved $5 Million in Risk Exposure ... Remove 27,000+ records containing sensitive PII” | official | 2026-06-23 |
| s13 | About BigID (co-founders Dimitri Sirota and Nimrod Vax) “Dimitri Sirota CEO eTunnels, Layer 7 Technologies, CA Technologies ... Nimrod Vax Co-Founder and CPO Business Layers, Netegrity, CA Technologies” | official | 2026-06-23 |
| s14 | Calcalist: BigID valuation unchanged since 1.25 billion Series D December 2020 “The company's valuation has remained largely unchanged since raising $70 million in Series D funding at a $1.25 billion valuation in December 2020.” | press | 2026-06-28 |
| s15 | SecurityWeek (Eduard Kovacs): BigID Raises $60 Million at $1 Billion Valuation “The company has raised a total of $320 million and is valued at more than $1 billion. It claims to have reached nearly $100 million in recurring revenue.” | press | 2026-06-28 |
| s16 | BankInfoSecurity (Michael Novinson): BigID Raises $60M, Eyes M&A (IDC market position) “BigID in 2022 was the world's fourth-largest data privacy compliance software vendor, with $64.7 million in revenue and 8.1% market share, putting the firm behind OneTrust, Securiti and TrustArc, IDC found.” | press | 2026-06-28 |
| s17 | Deloitte: 2025 North America Technology Fast 500 rankings (methodology, percentage revenue growth 2021-2024) “Technology Fast 500 awardees are selected based on percentage fiscal year revenue growth from 2021 to 2024.” | research | 2026-06-28 |
| s18 | OpenCorporates: BIGID INC. New York registry (active foreign business corporation, Delaware home company) “BIGID INC, 165 MERCER ST 4TH FL, NEW YORK, NY, 10012” | regulatory | 2026-06-28 |
| s19 | NVD: CVE-2024-44771 BigID PrivacyPortal cross-site scripting (CVSS 3.1 6.1 medium) “BigId PrivacyPortal v179 is vulnerable to Cross Site Scripting (XSS) via the "Label" field in the Report template function.” | other | 2026-06-28 |
| s20 | BigID Trust Center, rendered SafeBase portal (SOC 2 Type II and HIPAA, ISO 27001/27017/27018/42001, PCI DSS, ENS, FedRAMP, CDMC, TX-RAMP, CSA STAR) “independently audited and certified to SOC 2 Type II, ISO/IEC 27001:2022, ISO/IEC 27017, and ISO/IEC 27018 (the international standard for protecting personally identifiable information in the cloud)” | official | 2026-07-08 |
| s21 | BigID for Federal Agencies (vendor states FedRAMP authorization achieved through its partnership with Knox Systems) “BigID achieved FedRAMP certification through its partnership with Knox Systems, the largest federal AI-managed cloud provider ... making it fully authorized for use across defense, intelligence, and civilian agencies.” | official | 2026-07-08 |
| s22 | FedRAMP Marketplace: Knox Systems listing (CSP CoSo Cloud LLC), FedRAMP Certified, Moderate agency authorization, services description names BigID “BigID provides an automated foundation for data security, privacy, and governance across the federal enterprise.” | regulatory | 2026-07-08 |
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