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Privacera

Newark, US · Founded 2016 · 108 employees on LinkedIn · 9 known investors

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Ken Chenaultunlockedknows Balaji Ganesan · together at IBM Global Business Services (overlapped)
×3knows the team · via IBM Global Business Services
×6knows the team · via Oracle
knows the team · via Privacera
knows the team · via Indian Institute of Management, Lucknow

Privacera is a SaaS-based data security and governance platform that helps enterprises discover sensitive data, enforce access policies, and securely migrate data to the cloud while managing compliance risk. It serves Fortune 500 companies seeking to balance data democratization with security and governance across analytical workloads.

Also known as Trust3 AI · Trust3 AI by Privacera

AI & Machine LearningCybersecurityData & InfrastructureEnterprise Software

Founders & leadership

Privacera was founded in 2016 by Balaji Ganesan and Don Bosco Durai.

BGBalaji Ganesan
Balaji GanesaninCo-Founder & CEOHe previously led the security and governance team at Hortonworks following the company's acquisition of his security startup XA Secure, where he contributed to growing Hortonworks' customer base from under 100 to over 800 accounts in approximately two years.
DBDon Bosco Durai
Don Bosco DuraiinCo-Founder & CTOHe co-created Apache Ranger, an open-source Big Data security project, and leads development of PAIG, an open-source platform for security and observability in GenAI applications.

Investors · 9

AccelPalo Alto · $1.6M – $70M
Battery VenturesBoston · $500K – $100M
CervinPalo Alto · $250K – $6M
Correlation VenturesSan Francisco · $100K – $4M
Point72 VenturesNew York · $1M – $75M
Sapphire VenturesMenlo Park · $5M – $20M
Insight PartnersreportedNew York · $120M – $350M

Also in the syndicate · 2

InsightleadPoint 72

Funding

SEC filings, press & company announcements

Source: company announcements and press reports — follow each round's link for the claim.

Company profile

researched Aug 2026

Privacera is a data and AI security governance company founded in 2016 by the creators of Apache Ranger and Apache Atlas. Its SaaS-based platform delivers data privacy, security and governance by discovering sensitive data automatically, applying unified fine-grained access control, and encrypting or masking data across cloud and analytical services including AWS, Azure, Databricks, Google Cloud and Snowflake. The company positions its offering as a single pane of glass that lets analytics teams use data while remaining compliant with regulations such as GDPR, CCPA, LGPD and HIPAA. In 2023-2024 it added Privacera AI Governance (PAIG), described by the company as an AI data security governance solution.

The company now operates under the brand Trust3 AI by Privacera, presenting an agent-oriented control plane built around a Data Governance Agent and an AI Governance Agent. Advertised capabilities include discovery and inventory of AI agents across environments such as Bedrock, Copilot Studio, Databricks, LangChain and Cursor; observability with per-turn traces, PII-leakage and anomaly detectors, immutable audit trails and lineage; runtime purpose-based access control with just-in-time grants, guardrails and a kill switch; and security for the MCP and A2A protocols. On the data side it enforces row, column and tag-based access control natively inside platforms such as Snowflake, Databricks and BigQuery, with dynamic masking and filtering and no proxy hop. Pre-built policy packs and evidence generation target GDPR, HIPAA, SOX, NIST AI RMF, the EU AI Act, CCPA and PCI-DSS, and a conversational "Governance Intelligence Agent" (GIA) allows querying of posture and policies in natural language.

Founding story

Privacera grew out of co-founder and CEO Balaji Ganesan's earlier startup, XA Secure, which addressed access control and governance in big data environments and was acquired by Hortonworks, where the product became the Apache Ranger project. While at Hortonworks, Ganesan worked with large enterprises on big data governance and security and found that they wanted to extend those capabilities beyond big data to all of their data; those conversations led to the founding of Privacera in 2016, together with Don "Bosco" Durai, building on work from the Apache Ranger community.

Business model

Privacera sells a SaaS-based unified data and AI security governance platform to enterprises, complemented by technology and service partnerships and an ecosystem of connectors to data and AI platforms. The company builds commercially on top of the open-source Apache Ranger project, to which it continues to contribute.

Enterprise software delivered as a SaaS platform (PrivaceraCloud / Trust3 AI), with reported recurring revenue (ARR) growth cited by the company.

Traction

Privacera reported 2.5x ARR growth in 2020 and numerous Fortune 500 customers at the time of its 2021 Series B, serving sectors from finance and insurance to retail, media and government. Named customer reference iFood uses PrivaceraCloud to enforce data access controls in Databricks and AWS and to encrypt sensitive data at the attribute level for LGPD compliance. The platform advertises 50+ pre-built connectors to data platforms, agent frameworks and AI gateways.

Latest developments

The company has rebranded its platform to Trust3 AI by Privacera, launching an agentic governance platform comprising a Data Governance Agent and an AI Governance Agent, an agent security control plane with discovery, observability and runtime enforcement, MCP and A2A protocol security, compliance policy packs, and a conversational Governance Intelligence Agent (GIA). The legacy privacera.com pages now redirect visitors to the new Trust3 AI site.

▸Full profile — market position, technology, go-to-market, geography, history, risks & controversies

Market position

Privacera describes itself as having pioneered the first SaaS-based data governance and security solution integrating privacy and compliance across multiple cloud services, and as the provider of the industry's first comprehensive generative AI governance solution. It was named an Enterprise Tech 30 company by Wing Ventures. Its lineage as the creators of Apache Ranger is central to its positioning in data access governance, and its current messaging targets the emerging category of AI agent security and governance control planes.

The company grounds its differentiation in the founders' authorship of Apache Ranger and Apache Atlas, purpose-based fine-grained policy enforcement executed natively within enterprise data platforms rather than via a proxy, a single write-once policy model applied across many platforms, vendor neutrality across data platforms, model providers and identity/SIEM tooling, and combining data access governance with AI agent discovery, observability and runtime control in one platform.

Technology

The platform provides automated sensitive-data discovery and classification, unified fine-grained access control (row, column and tag-based), dynamic masking, filtering and attribute-level encryption, and audit logging across more than 50 data platforms and cloud services. Enforcement runs natively inside each platform's engine rather than through a proxy, avoiding added latency or data movement. For AI, the product continuously scans sources such as CloudTrail, platform APIs, SDK activity and audit trails to inventory agents, traces prompts, retrievals, tool calls and token usage, applies purpose-based access control per request with just-in-time and auto-expiring scopes, resolves shared service accounts to the underlying human identity, and secures MCP and A2A protocol hops. It is described as vendor-neutral, integrating with existing IAM, catalog and SIEM systems.

Go-to-market

Direct enterprise sales supported by demo requests and architect consultations on its website, a partner program, and alliances with major data platform and cloud providers including AWS, Snowflake, Databricks, Azure and Google. The company holds AWS Data and Analytics Competency status and uses thought-leadership content such as annual trends and predictions releases, blogs, customer stories and analyst commentary.

Large enterprises, including Fortune 500 companies in finance, insurance, life sciences, retail, media, consumer and government sectors, and specifically data, analytics, security and compliance teams operating cloud and hybrid data estates and, more recently, AI agent deployments.

Geography

Headquartered in the United States, with press releases issued from Fremont, California and the company describing its headquarters as Newark, California; customers include organizations operating internationally, such as Brazil-based iFood.

History

Founded in 2016 by the creators of Apache Ranger and Apache Atlas, Privacera built a SaaS data governance and security product (PrivaceraCloud) used by Fortune 500 customers. It raised a $50 million Series B led by Insight Partners in March 2021, following a Series A, and reported 2.5x ARR growth in 2020. The company later extended into generative AI governance with Privacera AI Governance (PAIG) and, as of the current website, has rebranded its platform as Trust3 AI by Privacera, focused on governance and security for AI agents alongside data access control.

Risks & controversies

Building a commercial business on an open-source foundation carries the risk that some users adopt the free open-source project without contributing back or purchasing, a trade-off the CEO has acknowledged publicly.

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
ARR growthJan 20202.5 x year-over-year
HeadcountAug 2026108
Pre-built connectorsJan 202650 connectors (50+)
Supported data platforms for native access controlJan 202650 platforms (50+)

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Founder mafia

2 people who came through Privacera went on to found or lead other companies.

Shyam MaddaliAdvisorFounded CorisKeith BucherSr. Solutions ArchitectFounded Dapple Security

Competitors · 10

by search overlap
Netezza126 shared keywordsIBM is a global technology company whose business spans enterprise software (including Red Hat, HashiCorp, and Confluent), IT infrastructure such as mainframes, servers, and storage, and IT consulting services. The company is also investing heavily in quantum computing and AI-based enterprise offerings, including its Lightwell open-source software security clearinghouse and the Anderon quantum wafer foundry.
Palo Alto Networks76 shared keywordsPalo Alto Networks provides cybersecurity platforms and services to protect organizations' digital infrastructure across cloud, network, and security operations. The company serves enterprise organizations, governments, financial institutions, utilities, and healthcare providers globally.
Databricks73 shared keywordsDatabricks provides a unified platform for data engineering, analytics, and artificial intelligence, enabling organizations to build and deploy data and AI applications on cloud infrastructure.
Satori72 shared keywordsSatori provides a data security platform that enables self-service access to data across analytics and production environments while applying dynamic masking and access control policies. The platform helps data analytics teams accelerate time-to-value by automating data access requests and compliance enforcement without requiring code changes.
Immuta61 shared keywordsImmuta provides data access and governance solutions that enable safe, instant provisioning of data at scale for humans and AI systems. The platform helps organizations balance data delivery speed with governance requirements.
Splunk61 shared keywordsSplunk offers a unified platform for security and observability that ingests and analyzes large-scale data across hybrid cloud environments. Its tools support security operations centers with analytics and automated response, and help teams monitor application and infrastructure performance.
Netwrix55 shared keywordsNetwrix provides unified data and identity security solutions through its 1Secure platform, serving organizations that need to secure data and identities at scale. The platform integrates data security posture management, identity threat detection and response, and access controls with AI-powered risk detection.
Atlan55 shared keywordsAtlan builds a "context layer" and metadata management platform, including a data catalog, data governance tools, and a Context Lakehouse, that supplies enterprise data context to AI agents and data teams. It serves large enterprises looking to make AI systems operate with knowledge of their data environment.
Okta53 shared keywordsOkta provides identity and access management products designed to protect the identities of workforce and customer users. The company serves enterprises and organizations that need to manage identity authentication and authorization across digital environments.
Crowdstrike48 shared keywordsCrowdStrike provides an AI-native cybersecurity platform that unifies endpoint, identity, cloud, SaaS, and AI protection to detect and stop breaches for enterprise organizations. It combines automated response with human-led security operations including managed detection and response, threat hunting, and security services.

Companies competing with Privacera for the same Google search keywords, organic and paid, via search-intersection analysis.

Timeline · 6

launches, deals, and filings
Jan 2026
Rebrand to Trust3 AI by Privacera

Privacera's website states that Privacera is now Trust3 AI by Privacera, an agentic platform for data and AI governance offering a Data Governance Agent and an AI Governance Agent, with visitors directed to a new website.

source ↗

Dec 2024
Co-founders publish 2025 AI and data governance predictions

Privacera released 2025 trends and predictions from co-founders Balaji Ganesan (CEO) and Don "Bosco" Durai (CTO) covering generative AI security, the EU AI Act and NIST AI RMF, foundational data security, hybrid and multi-cloud policy enforcement, DSPM/DAG adoption, AI-driven security automation and open-source AI.

source ↗

Jan 2024
Privacera AI Governance (PAIG)

Privacera described PAIG as its latest innovation and the industry's first AI data security governance solution.

source ↗

Mar 2021
Privacera secures $50 million Series B led by Insight Partners

Privacera announced $50 million in Series B funding led by new investor Insight Partners with participation from Sapphire Ventures, Battery Ventures and existing investors Accel, Cervin and Point 72, to fast-track go-to-market and extend its unified data governance and privacy system across cloud services such as Databricks and Snowflake. Praveen Akkiraju, Managing Director at Insight Partners, joined the board.

$50M source ↗

Jan 2021
Named to Enterprise Tech 30 by Wing Ventures

Privacera was recognized in Wing Ventures' Enterprise Tech 30 list of companies with potential to shift how enterprises operate.

source ↗

Jan 2014
Predecessor company XA Secure acquired by Hortonworks

Co-founder Balaji Ganesan's earlier startup XA Secure, which addressed access control and governance in big data environments, was acquired by Hortonworks, and its product became the Apache Ranger project.

source ↗

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

Privacera lands $50M Insight-led round for its cross-cloud data governance platform - SiliconANGLEsiliconangle.com · Mar 2021Privacera Secures $50 Million in Series B - Privaceraprivacera.com · Mar 2021Privacera Raises $50M To Help Companies Control Their Datanews.crunchbase.com · Mar 2021Data Governance and Security Provider Privacera Raises $13.5 Million - SecurityWeeksecurityweek.com · Jul 2020

▸Research sources · 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Privacera do?
Privacera, now branded Trust3 AI, provides a platform for governing access to enterprise data and AI agents.
Who founded Privacera?
Privacera was founded by Balaji Ganesan, Don Bosco Durai in 2016.
Who are Privacera's investors?
Privacera's investors include Accel, Battery Ventures, Cervin, Correlation Ventures, Point72 Ventures, Sapphire Ventures, Insight Partners.
Where is Privacera headquartered?
Privacera is headquartered in Newark, US.