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.
Founded in 2015, Immuta sells its Data Authorization Platform to banks, pharmaceutical companies, insurers and government agencies. With it, customers can control which people and AI agents may read which data under one set of rules across warehouses, cloud storage and SaaS applications. Its Agentic Data Access module, in public preview, grants agents acting for a person temporary access only to data their task requires. Its named customers include General Motors, Stellantis, Roche, Mercedes-Benz Group and the U.S. Army. Immuta raised $100 million in a 2022 Series E led by NightDragon, for total funding of $267 million. Snowflake and Databricks, two platforms where Immuta enforces its rules, sell access governance of their own. Either could extend it to rival Immuta's single set of rules.
| Description | Immuta sells a data authorization platform whose single policy engine governs which people and AI agents can reach which data across a customer's data systems. | [f1] |
|---|---|---|
| Founded | 2015 | [f2] |
| HQ | Boston, United States | [f2] |
| Funding | $267M total | [f3] |
| Latest funding | Series E, $100M (June 2022) | [f3] |
| Deployment | SaaS | [f4] |
| Product | What it does |
|---|---|
| Immuta Data Authorization Platform | Policy engine that writes access rules into native controls across data platforms and vends temporary database roles to AI agents, with request workflows and audit. |
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 Coding and Orchestration Tools AI coding tools and agentic orchestration tools on user devices, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients. | ||||||
| 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 Traffic Paths to external and self-hosted AI services, MCP tool channels, agent-to-agent calls, model-registry downloads, and egress to unapproved AI services. AI gateways, LLM routers, and MCP gateways steer traffic along those paths. The steering decisions and their inputs belong here too: routing policies, MCP server registries, and agent naming and discovery services. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, an AI bill of materials (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. |
Immuta is a data security platform that discovers and classifies sensitive data, enforces attribute-based access policies and masking at the data layer for AI and RAG workloads, and monitors data usage for risk. It is mapped to the AI Defense Matrix. [f5]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score | Rationale |
|---|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 | Immuta names its buyers as banks, pharmaceutical companies, insurers and government agencies. It describes the pain as one access rule rewritten across many systems, while each employee question can fan out into hundreds of agent calls. The quantified figures, such as a 75% cut in enforced policies, come from Immuta and its chief executive, so the pain is clearly stated but vendor-asserted. [s1, s8, s10] |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs and third-party validation. | 4/5 | Immuta publishes detailed documentation, such as how Agentic Data Access vends and later deletes an agent’s temporary database role. GigaOm evaluated Immuta’s access control twice. GigaOm’s case study says GigaOm named Immuta a leader in data governance for its automated data access control. A GigaOm comparison that Immuta hosts found its model needed 75 times fewer policy changes than Apache Ranger. Public documentation plus those two outside evaluations meets 4. The comparison is Immuta’s own account of a test it promotes, so it does not count as the independent validation a 5 requires. [s22, s2, s12, s16, s11] |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 | Analyst commentary is the one kind of buyer-side signal from the past year. TechTarget published it on 21 October 2025, quoting Omdia analyst Stephen Catanzano, who called Immuta’s provisioning features crucial as AI multiplies data access requests. Consultant William McKnight praised its Marketplace in the same article. The other recent signals are Immuta’s own agentic launch and its chief executive’s remarks to CRN, so Immuta’s timing is credible, while the independent evidence for it is a single signal kind. [s20, s18, s7] |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 | TechCrunch reports that Matthew Carroll co-founded Immuta in 2015 with Steven Touw and Mike Schiller after serving as a U.S. Army intelligence officer and leading data programs at CSC. SiliconANGLE still identified him as chief executive in 2025. That is verifiable in-domain experience and one sustained build. The reviewed sources document no prior founder exit or sustained publication record, and rung 4 needs plural prior builds with independent evidence. [s9, s19, s18] |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 4/5 | TechCrunch wrote in its own voice that Immuta’s customers range from S&P Global and Mercedes-Benz Group to the U.S. Army, and SiliconANGLE listed Roche and International Consolidated Airlines Group among them. Immuta’s homepage reports results at General Motors and Stellantis, and its agentic launch blog names J.P. Morgan, Cigna and Roche among the organizations it works with. Multiple named references across independent and vendor sources meet 4, while the growth figures in the record, a doubled customer base and revenue up more than 130% in 2021, are Carroll’s own. [s9, s10, s1, s7, s17] |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 2/5 | TechCrunch dated Immuta’s $100 million Series E at a $1 billion valuation to June 2022 and put total funding at $267 million. The reviewed sources, including 2025 and 2026 coverage, name no round after it and disclose no revenue, and Carroll declined to give TechCrunch a customer count or recurring revenue. Immuta keeps shipping, but a raise more than four years old with no confirmed step-change is rung 2’s stale-raise case. [s9, s19, s18] |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 | Independent sources place Immuta in an established category without vendor coaching. TechTarget calls it a data governance and security vendor and names rivals such as Satori and Privacera. TechCrunch named TrustArc, OneTrust and BigID as competitors, and GigaOm named it a leader in data governance. Immuta now markets itself as an authorization layer for data access, a label of its own, while the press and analyst placement stays consistent. [s20, s9, s12, s1] |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 | Snowflake and Databricks, whose platforms Immuta enforces inside, sell governance of their own. Snowflake sells Horizon Catalog policies for masking and access controls, and Databricks sells Unity Catalog governance for data, apps and AI agents. Immuta’s friction against absorption is one policy engine across many systems, which Stellantis used to reduce 18,588 legacy permissions to six policies by Immuta’s account. No data flywheel or procurement position in the record would stop bundling from eventually replicating that, which holds the score at 3. [s14, s15, s1, s2] |
Immuta sells software that decides which people and AI agents may read which data, then applies those decisions inside the customer’s data systems. Its homepage says that banks, pharmaceutical companies, insurers and government agencies run their data access on Immuta. TechCrunch reported in 2022 that Carroll pitched Immuta as an enterprise-scale alternative to manual processes for creating and implementing data policies.
The company now presents AI agents as the reason the problem has grown. Immuta’s launch essay says one employee question can become forty agent calls and four hundred sub-agent calls. It also describes one access rule rewritten across five mechanisms that soon stop agreeing. Carroll told CRN that agents break the old data governance models.
The quantified pain comes from Immuta and its chief executive. SiliconANGLE quoted Carroll in 2022 saying customers typically cut the number of data access policies they enforce by 75%, and that one customer reduced a 400-page policy manual to 56 rules. Immuta’s homepage adds results of the same kind, such as Stellantis reducing 18,588 legacy permissions to six Immuta policies. [s1, s8, s9, s10, s18]
Immuta sells the Immuta Data Authorization Platform, which its homepage describes as four modules on one policy engine. Its Comply page says Immuta monitors all human and agent activity and keeps customers continuously audit-ready.
Enforcement happens inside the customer’s data platforms. Immuta’s Govern page says it applies policy-based access controls natively in each data platform, and its homepage says Immuta compiles a plain-language rule into the real controls inside the data infrastructure. Carroll told SiliconANGLE in 2022 that Immuta wrote code to embed natively into each compute layer, which he contrasted with platforms that proxy queries.
Agentic Data Access extends the same engine to AI agents. Immuta’s documentation says that for an agent acting for a person, the module vends an ephemeral role combining the agent’s permissions with that person’s entitlements, then deletes it when the task ends. Agents that run on their own get persistent access defined in Immuta. The documentation labels the feature a public preview, available to accounts that request it. GigaOm’s case study says GigaOm named Immuta a leader in data governance, and Immuta promotes a GigaOm comparison in which its model needed 75 times fewer policy changes than Apache Ranger. [s1, s2, s5, s10, s22, s12, s16]
Independent coverage places Immuta among data governance and data security vendors. TechTarget wrote in October 2025 that Immuta competes with specialists including Satori and Privacera and with data management vendors such as Alation. TechCrunch named TrustArc, Privitar, OneTrust and BigID as competitors when it covered the 2022 round.
The data platforms Immuta enforces inside also sell governance of their own. Snowflake’s Horizon Catalog page describes policies for masking and access controls, and Databricks markets Unity Catalog as unified governance for data, apps and AI agents. Snowflake Ventures invested in Immuta’s 2022 round, and a Snowflake Ventures executive said the firm believes in Immuta as both a partner and investor.
Immuta’s stated difference is one policy engine across many kinds of data system. Its homepage lists warehouses, lakehouses, databases, cloud storage, APIs and SaaS applications under one set of rules. Omdia analyst Stephen Catanzano told TechTarget that vendors such as Informatica also provide data provisioning capabilities. [s20, s9, s14, s15, s1]
Immuta names large regulated customers, and independent reporting names several more. TechCrunch wrote in 2022 that Immuta’s customers range from S&P Global and Mercedes-Benz Group to the U.S. Army, and SiliconANGLE listed Roche and International Consolidated Airlines Group. Immuta’s homepage reports results at General Motors and Stellantis, and its agentic launch blog names J.P. Morgan, Booking.com, Cigna, Roche and General Motors among the organizations it works with.
The growth figures in the record are the company’s own and describe 2021. Carroll told SiliconANGLE that Immuta doubled its customer base and grew revenue by more than 130% that year, and Immuta’s release said commercial annual recurring revenue rose more than 100 percent. Carroll declined to give TechCrunch a customer count or recurring revenue.
Immuta works with services partners on deployments. Carroll told CRN that Immuta partners with consulting firms and with regional and global systems integrators to implement the platform. He described Agentic Data Access as a new consulting opportunity for those partners. [s9, s10, s1, s7, s17, s18]
Matthew Carroll co-founded Immuta in 2015 with Steven Touw and Mike Schiller, and he still leads it as chief executive. TechCrunch reported that Carroll began his career as a U.S. Army intelligence officer and later led data fusion and analytics programs at CSC, where he advised the U.S. government on data management. SiliconANGLE identified him as co-founder and chief executive in October 2025.
Security-focused investors back the company. NightDragon led the 2022 Series E, and SiliconANGLE identified NightDragon’s managing director, Dave DeWalt, as a former chief executive of FireEye and McAfee. Snowflake Ventures joined that round, and Dell Technologies Capital and Intel Capital took part as existing investors.
The reviewed sources document Carroll’s decade building Immuta and his earlier government data work. They document no prior founder exit and no sustained publication record, which keeps the team at relevant, verifiable experience. [s9, s10, s19]
Immuta publishes its security attestations on a trust page. The page lists AICPA SOC 2 Type 2, ISO 27001, ISO 27701 and A-Lign PCI DSS. It says an independent external party audits Immuta’s security measures annually, and it offers the SOC 2 report through an account manager.
Immuta’s federal status appears differently in two places. Its homepage lists FedRAMP Moderate and says Immuta is authorized for use by US federal agencies. The FedRAMP Marketplace lists Immuta Federal as not yet certified, in its initial implementation phase, with zero authorizations. The marketplace entry is the record FedRAMP itself publishes.
Immuta runs as software-as-a-service on AWS. Its trust page says customer metadata, such as data dictionaries, policy data, user data and audit logs, lives in an AWS environment in the region the customer selects. Immuta acts as both data processor and data controller under the GDPR, according to the same page. [s6, s1, s13]
| Company | Relationship | Note | Compare |
|---|---|---|---|
| BigID | competes with | TechCrunch named BigID among Immuta’s competitors in its 2022 coverage of the Series E round. | |
| OneTrust | competes with | TechCrunch named OneTrust among Immuta’s competitors in its 2022 coverage of the Series E round. | N/AWe scored these companies at different scopes, so the totals measure different things. |
| Privacera | competes with | TechTarget named Privacera among the specialist vendors Immuta competes with in October 2025. | N/AWe captured the evidence for these companies under different evidence-model versions (v1 vs v2), so the totals were scored under different conditions and are not directly comparable. |
| Satori | competes with | TechTarget named Satori among the specialist vendors Immuta competes with in October 2025. | |
| Securiti | competes with | Contests the enterprise data security and governance buyer that Immuta sells to. | |
| Cyera | competes with | Contests the enterprise data security buyer that Immuta sells to. | |
| Sentra | competes with | Contests the enterprise data security budget that Immuta sells into. | |
| Snowflake | adjacent | Immuta investor and enforcement host whose Horizon Catalog sells governance inside the same platform. | |
| Databricks | adjacent | Enforcement host whose Unity Catalog sells governance inside the same platform Immuta enforces in. | N/ADatabricks is scored by product line, not as a whole company, so there is no company-wide column to compare. Open its profile to compare a specific product. |
Add analyzed competitors to compare them side by side with Immuta.
A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
press the advantage
Immuta’s product is one policy engine that writes access rules into the native controls of each data platform a customer runs. Through a public preview, Immuta extends that engine to temporary database roles for AI agents acting for a person. By Immuta’s account, customers such as Stellantis have collapsed thousands of permissions into a few Immuta policies. Immuta also holds a granted patent on data access policy management. Its homepage claims FedRAMP Moderate authorization under the US federal cloud security program, while the FedRAMP Marketplace lists Immuta Federal as not yet certified. Snowflake and Databricks can contest that cross-platform policy layer, because each sells governance inside its own platform.
| Dimension | Score | Rationale |
|---|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 | Customers subscribe to Immuta’s software-as-a-service platform, and their own data and governance teams write the policies and decide the exceptions, so the software is the product. Immuta works with consulting firms and systems integrators on deployments, and the reviewed sources describe no managed service in which Immuta takes accountability for access outcomes. |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 | Customers consolidate access rules into Immuta’s policy engine, which writes them into each platform’s native controls, so a customer leaving would transfer policy management to another engine or to each platform. Immuta reports results such as Stellantis reducing 18,588 permissions to six policies. The cited record does not size the migration or show that the policies are non-portable, so the documented case is meaningful friction with the exit cost unsized. |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 | Immuta lists SOC 2 Type 2, ISO 27001, ISO 27701 and PCI DSS on its trust page, which a funded rival can obtain through ordinary enterprise preparation. Its homepage claims FedRAMP Moderate authorization, but the FedRAMP Marketplace lists Immuta Federal as not yet certified with zero authorizations, and an offering still in process does not block a replacement. |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 | Immuta compiles plain-language attribute-based rules into native controls across many data platforms. By its own account it decides access requests in under a second, and it vends temporary database roles to AI agents with a record of each decision. That combination of policy compilation, real-time decisions and cross-platform enforcement takes years of specialized engineering. |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 | Immuta’s blog names J.P. Morgan, Cigna, Roche and General Motors among the organizations it works with, and TechCrunch named the U.S. Army among its customers. Immuta says banks, pharmaceutical companies, insurers and government agencies run their data access on it, which places its buyers among regulated enterprises and government. |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 3/3 | Immuta applies policy-based access controls natively inside each data platform at the moment data is accessed, and its CEO told SiliconANGLE it enforces attribute-based controls at query time. Immuta calls policy authoring and enforcement core and says it compiles policies into controls inside the customer's data infrastructure. Under policy 1.7.0 that query-time enforcement is infrastructure that governed workloads depend on. The agentic access feature stays a public preview and does not carry this score. |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 2/3 | Google Patents lists US11556666B2, a data access policy management patent filed by Immuta in 2019, granted in 2023 and active. Mo Plassnig, then Immuta’s chief product officer, told VentureBeat in 2023 that its sensitive-data discovery approach is patented. That granted patent is evidenced intellectual property Immuta retains. The reviewed sources name no retained cross-customer dataset or licensed content. The advantage is one a funded rival could replicate with time and effort. |
Immuta sells to the data, governance and security teams of large regulated organizations. Its homepage says banks, pharmaceutical companies, insurers and government agencies run their data access on Immuta, and its agentic launch blog names J.P. Morgan, Booking.com, Cigna, Roche and General Motors. TechCrunch and SiliconANGLE named S&P Global, Mercedes-Benz Group, International Consolidated Airlines Group and the U.S. Army as customers in 2022.
The buyer’s problem is controlling who sees sensitive data across many systems without slowing access. Immuta’s launch essay describes one rule rewritten across five mechanisms by five teams. It also cites one customer that maintained twenty thousand hand-written policies before it stopped.
AI agents are the segment Immuta now leads with. Its documentation describes governing agents that act for a person, such as chatbots and AI analysts, and agents that run on their own for tasks such as ETL and model training.
Immuta’s technical core is attribute-based policy written once and enforced inside each data platform. Its homepage says Immuta compiles a plain-language rule into the real controls inside the data infrastructure. Its Govern page says Immuta applies those controls natively in each platform at the moment data is accessed. A GigaOm comparison that Immuta hosts found its attribute-based model needed 75 times fewer policy changes than Apache Ranger’s role-based model.
Agentic Data Access applies the same engine to AI agents. Immuta’s documentation says that for an agent acting for a person, the module vends an ephemeral role combining the agent’s permissions with that person’s entitlements, then deletes it when the task ends. Agents that run on their own keep persistent access defined in Immuta, and the documentation labels the feature a public preview. Its agentic page says this lets the agent act as an authenticated broker, and the documentation says the human user needs no account in the data platform.
Immuta holds a granted patent on parts of this work. Google Patents lists US11556666B2, a data access policy management patent filed by Immuta in 2019 and granted in 2023. Mo Plassnig, then Immuta’s chief product officer, told VentureBeat in 2023 that its approach to sensitive-data discovery is patented. The reviewed sources name no retained cross-customer dataset, so the patents are the evidenced proprietary asset.
Immuta sells an enterprise platform and works with consulting firms and systems integrators on deployments. Carroll told CRN that Immuta partners with consulting firms and regional and global systems integrators to implement the platform. Snowflake Ventures invested in the 2022 round, and a Snowflake Ventures executive said the firm believes in Immuta as both a partner and investor.
Named customer proof spans independent and vendor sources. TechCrunch named S&P Global, Mercedes-Benz Group and the U.S. Army, and SiliconANGLE added Roche and International Consolidated Airlines Group. Immuta’s homepage reports results at General Motors and Stellantis. Carroll told SiliconANGLE the company doubled its customer base and grew revenue more than 130% in 2021, which are the company’s own figures.
Immuta has kept shipping since that round. SiliconANGLE reported in October 2025 that Immuta added guardrail policies, policy exception workflows and multi-approver workflows and made its Marketplace generally available. CRN later covered the Agentic Data Access module.
A request for Immuta’s pricing page returned the site’s 404 page, and none of the Immuta pages captured states a price or a pricing unit.
Immuta frames the value as faster access with fewer policies to maintain. Its homepage cites General Motors cutting provisioning from five days to two minutes and Stellantis reducing 18,588 legacy permissions to six policies. Immuta attributes those results to its customers, and no independent source in the record measures them.
Immuta delivers its platform as software-as-a-service on AWS, while customer teams write the policies and decide the exceptions. The trust page says Immuta is cloud-native software-as-a-service. It says customer metadata, such as policy data and audit logs, lives in AWS in the region the customer selects. Immuta’s homepage says people should still write the rules and own the exceptions.
Enforcement runs in the customer’s own data platforms. The Provision page says access is turned on at the source, scoped to the request, and captured for audit. The Comply module answers questions such as why an agent had access by searching activity, policies, requests and approvals.
Immuta publishes its attestations on a trust page. The page lists AICPA SOC 2 Type 2, ISO 27001, ISO 27701 and A-Lign PCI DSS. It says an independent external party audits Immuta’s security measures annually, and it offers the SOC 2 report through an account manager.
Immuta’s federal status appears differently in two places. Its homepage lists FedRAMP Moderate and says Immuta is authorized for use by US federal agencies. The FedRAMP Marketplace lists Immuta Federal as not yet certified, in its initial implementation phase, with zero authorizations. The marketplace entry is the record FedRAMP itself publishes.
Immuta positions itself as one authorization layer across many data systems. Its homepage lists enforcement across warehouses, lakehouses, databases, cloud storage, APIs and SaaS applications. Its launch essay says authorization stops being a feature of each data platform and becomes a layer across all of them.
That reach runs through platforms Immuta does not own. Immuta’s agentic blog names Snowflake, Databricks and BigQuery as platforms where it provisions temporary access. Snowflake sells Horizon Catalog policies for masking and access controls, and Databricks sells Unity Catalog governance for data, apps and AI agents.
Matthew Carroll co-founded Immuta in 2015 with Steven Touw and Mike Schiller, and he still leads it as chief executive. TechCrunch reported that Carroll began his career as a U.S. Army intelligence officer and later led data fusion and analytics programs at CSC. SiliconANGLE identified him as co-founder and chief executive in October 2025.
Security-focused investors back the company. NightDragon led the 2022 Series E, and SiliconANGLE identified NightDragon’s managing director, Dave DeWalt, as a former chief executive of FireEye and McAfee. The reviewed sources document Carroll’s decade building Immuta, and they document no prior founder exit.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Immuta: homepage | official | 2026-10-16 |
| f2 | Immuta press release: Series E funding | official | 2026-10-16 |
| f3 | TechCrunch: Immuta $100M Series E article by Kyle Wiggers | press | 2026-10-16 |
| f4 | AI Defense Matrix Catalog entry | other | 2026-06-09 |
| f5 | AI Defense Matrix Catalog mapping | other | 2026-10-03 |
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