What 2Trust.AI does

2Trust.AI is a privately held, Irvine, California-based enterprise AI governance company founded in 2023 by two former bank CISOs and an ML platform lead. The company operates an LLM control plane that sits between an organization's employees, data, and any underlying language model, screening every prompt and completion for injection attacks, role-hijack attempts, and six categories of disallowed content (religion, politics, gender, race, violence, sensitive), and producing immutable encrypted audit logs suitable for regulatory submission. The platform is built on Django 4.2 with PostgreSQL+pgvector for embeddings, Redis+Celery for async processing, PyTorch 2.1 with Hugging Face transformers for proprietary prompt-hacking and impersonation classifiers, and Auth0 for identity, with deployment options spanning managed cloud, in-VPC (Docker, AWS GovCloud), and full air-gap. The Model Abstraction Layer routes to OpenAI, Anthropic, AWS Bedrock, OpenRouter, Llama, Mistral, and local quantized LLMs behind a single /api/v1/ai/infer endpoint, while MCP service accounts extend governance to external AI agents.

The product suite comprises the Safety & Trust Layer, three EU AI Act-style governance risk wizards (AI Model Risk, Overall AI Risk, Data Risk) producing numerical scores and narrative documentation, a Document Workbench with pgvector-backed RAG, an immutable audit trail with django-simple-history, and a multi-tenant parent/child organization hierarchy. Vertical-specific modules include a PHI Filter Engine (HIPAA), an MNPI/PII Blocking engine (financial services), a Controlled Vocabulary Engine (pharma, with MedDRA/WHO-DD), and a Privilege Boundary Engine (legal). The company reports mappings to EU AI Act ACT-2024/1689 high-risk tier, NIST AI RMF 1.0, SOC 1 Type II, HIPAA, GDPR, and 21 CFR Part 11.

2Trust.AI monetizes via three subscription tiers: Team ($1,200/month annual or $1,500/month monthly, up to 25 seats, 500K messages/month), Enterprise (custom pricing, unlimited seats, in-VPC or managed, dedicated TAM, 24x7 pager, 15-minute SLA), and Sovereign (custom, air-gap/in-VPC, hardware-backed key management, NIST AI RMF mapping, annual third-party pen test). Distribution combines direct enterprise field sales, Carahsoft as master government aggregator across SEWP V, ITES-SW2, NASPO ValuePoint, TIPS, OMNIA Partners, E&I, and The Quilt contracts, and Innovaite as implementation partner. The disclosed customer base is limited to one named logo (Meridian Bank, financial services) plus design partners in healthcare and legal, and the company employs 1–10 people as of the most recent reporting.

Name

2Trust.AI

Legal name

2Trust.AI, Inc.

Website

https://2trust.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

2Trust.AI provides an enterprise AI governance control plane that screens every LLM prompt and completion for injection attacks, content risks, and disallowed data, producing immutable audit logs and EU AI Act–aligned documentation for regulated industries including financial services, healthcare, legal, and public sector.

Ownership category

akta.pro rank

Product category

AI Governance Software

NAICS

Computer Systems Design and Related Services (54151), Software Publishers (51321)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Responsible AI Policy, Controls & Workflow Management (HDAAAMAG)

akta.pro secondary industries

Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), AI Privacy Engineering & Data Governance (PII, consent, retention) (HDAAAKAB), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Identity, Access & Secrets Management for AI Systems (IAM for agents/models) (HDAAAKAJ)

Keywords

• AI governance platform
• LLM safety layer
• Regulated AI deployment
• AI compliance audit
• Enterprise LLM control plane

Headquarters

HQ city

Irvine

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Subscription - Team Tier: Monthly or annual subscription for AI-native teams standardizing governance before scale. Includes up to 25 seats, 500k governed messages/month, managed cloud (US/EU), full Safety & Trust Layer, 6-category filters, up to 5 DocumentCollections, REST API v1 + MCP service accounts, SOC 1 Type II attestation, and email support.
2. Subscription - Enterprise Tier: Custom enterprise pricing with unlimited seats and volume, in-VPC or managed deployment, parent/child orgs + SCIM, Auth0 SSO + Allauth identity, unlimited DocumentCollections + vision + DALL-E, all three risk wizards + narrative evidence, auditor role + encrypted message storage, dedicated TAM + quarterly reviews, 24x7 pager with 15 min SLA.
3. Subscription - Sovereign Tier: Fully in-VPC/air-gap deployment for highly regulated environments with hardware-backed key management, local LLM runtime with FP16/INT8 quantization, NIST AI RMF mapped, custom evidence schemas, named security engineer, annual third-party pen test, and prompt-hacking dataset customization.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels5 records

Core offering

2Trust.AI provides an enterprise AI governance platform that sits between employees, customers, data, and every Large Language Model to enforce safety, alignment, compliance, and auditability on every prompt and response. The platform combines a Safety & Trust Layer (prompt-hacking and impersonation classifiers with six-category content filtering), EU AI Act-style Governance Wizards, a provider-agnostic Model Abstraction Layer (OpenAI, Anthropic, Bedrock, Llama, Mistral, local), a Document Workbench with RAG, an immutable Audit Trail, MCP/API integration, and multi-tenant org hierarchy, sold as managed cloud, in-VPC, or air-gapped subscriptions to regulated industries.

Product overview

2Trust.AI is an enterprise AI governance platform serving as the control plane between employees, customers, data, and Large Language Models. The platform consists of an integrated suite of modules: the Safety & Trust Layer (prompt-hacking and impersonation classifiers with six-category content filtering), Governance Wizards (EU AI Act-style risk assessment and documentation), Model Abstraction Layer (provider-agnostic LLM routing supporting OpenAI, Anthropic, Bedrock, OpenRouter, Llama, Mistral, and local models), Document Workbench (pgvector-backed RAG for governed knowledge retrieval), Audit Trail (encrypted, immutable logging with django-simple-history), MCP & API (versioned REST and Model Context Protocol for governed tool use), and Multi-Tenancy (parent/child org structure with role-based access). Deployment options include managed cloud, In-VPC, and air-gap/svereign configurations. Vertical-specific modules include PHI Filter Engine for healthcare, MNPI/PII Blocking for financial services, Controlled Vocabulary Engine for pharma, and Privilege Boundary Engine for legal.

Differentiator

Problem solved

Functional benefit

Products and services

• 2Trust.AI AI Governance Platform The enterprise AI governance platform sold as a subscription to regulated industries (financial services, healthcare, public sector, legal, pharma, enterprise IT), available in three tiers: Team (managed cloud in US/EU, up to 25 seats, 500k governed messages/month), Enterprise (unlimited seats, in-VPC or managed deployment, dedicated TAM, 24x7 pager), and Sovereign (fully in-VPC/air-gap deployment with hardware-backed key management and local LLM runtime). The platform integrates prompt-hacking and impersonation classifiers, six-category content filters, EU AI Act-style risk wizards, model abstraction across OpenAI/Anthropic/Bedrock/Llama/Mistral/local, Document Workbench RAG, immutable audit trail, MCP service accounts, and multi-tenant org hierarchy.

Quantifiable outcome

• Zero MNPI leaks in production deployments for financial services customers
• +4 more outcomes

Named customers4 records

Segments6 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration10 records

AI capability9 records

Feature8 records

Partnerships

Six partnerships are on record, tiered core and supporting.

• Carahsoft Technology Corp.coreChannel Partner/ Reseller/ Distributor · 27 April 2026Carahsoft serves as 2Trust.AI's Public Sector distributor, making the platform available through extensive government contract vehicles including SEWP V, ITES-SW2, NASPO ValuePoint, TIPS, OMNIA Partners, E&I, and The Quilt contracts. The partnership targets federal, state, local, and education agencies with mission-ready AI governance solutions.
• InnovaitesupportingImplementation/ SI/ Consulting PartnerInnovaite is a technology consulting firm specializing in AI strategy, architecture, and implementation for regulated enterprises. As a 2Trust.AI implementation partner, Innovaite delivers end-to-end deployments from AI risk assessment and policy design through integration, validation, and ongoing governance operations.
• OpenAIsupportingTechnology or IntegrationOpenAI (GPT-4, GPT-3.5, DALL-E) is supported as a model provider through 2Trust.AI's Model Abstraction Layer, enabling governed inference with full audit trail and content filtering.
• AnthropicsupportingTechnology or IntegrationAnthropic (Claude) is supported as a model provider through 2Trust.AI's Model Abstraction Layer with full safety, governance, and audit capabilities.
• AWS BedrocksupportingTechnology or IntegrationAWS Bedrock is supported as a model provider through 2Trust.AI's Model Abstraction Layer, enabling enterprises to govern Bedrock-hosted models with the full platform capability set.
• Auth0supportingTechnology or IntegrationAuth0 OAuth2 is used for identity management with single sign-on (SSO) capabilities integrated into 2Trust.AI's multi-tenant organization hierarchy.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Collibra: Collibra is a data intelligence and governance platform that has expanded into AI governance with data catalog, lineage, and AI asset inventory. It is comparable to 2Trust.AI for buyers who prioritize data governance and lineage but operates at a broader, less LLM-specialized layer.
• OneTrust: OneTrust is a broad privacy, security, and governance platform that has expanded into AI governance with inventory, assessment, and policy automation features. It serves similar regulated buyers as 2Trust.AI but offers a much wider GRC portfolio rather than specializing in LLM-level controls.
• BigID: BigID is a data intelligence platform for privacy, security, and governance that has added AI governance capabilities for model and data discovery. It serves regulated enterprises with PII/PHI discovery needs comparable to 2Trust.AI's disallowed-list and de-identification features, but as part of a broader data platform.
• Microsoft Purview / Responsible AI: Microsoft Purview combined with Azure Responsible AI tooling provides data governance, AI cataloging, and policy enforcement across the Microsoft stack. It is a broad incumbent that overlaps with 2Trust.AI on audit, policy, and compliance but is anchored to Microsoft/Azure rather than provider-agnostic.
• IBM watsonx.governance: IBM watsonx.governance is an enterprise AI governance suite covering model lifecycle, risk, compliance, and regulatory reporting, tightly integrated with the broader IBM stack. It competes with 2Trust.AI for AI governance budgets at large enterprises and regulated institutions, though it is not LLM-provider-agnostic in the same way.

Direct peers

• Protect AI: Protect AI offers AI security posture management (AI-SPM), LLM scanning, and model vulnerability detection aimed at preventing prompt injection, model theft, and supply-chain risks. Its prompt-hacking and model security capabilities are directly comparable to 2Trust.AI's Safety & Trust Layer classifiers.
• Lakera Guard: Lakera provides real-time LLM security including prompt injection, jailbreak, and data leakage protection via an API. It is a direct competitor to 2Trust.AI's Safety & Trust Layer classifiers, focused narrowly on prompt-level defense rather than full governance workflows.
• Holistic AI: Holistic AI provides an enterprise AI governance platform covering AI inventory, risk assessment, bias testing, and regulatory readiness (EU AI Act, NIST AI RMF, ISO/IEC 42001). It directly overlaps 2Trust.AI's AI risk scoring and documentation capabilities for regulated industries.
• Credo AI: Credo AI is an AI governance, risk, and compliance platform that helps enterprises operationalize responsible AI with policy management, risk assessment, and audit-ready documentation aligned to EU AI Act and NIST AI RMF. It is the closest direct competitor to 2Trust.AI's Governance Wizards and overall control plane positioning.

Emerging players

• Arize AI: Arize AI provides LLM observability, evaluation, and monitoring (drift, quality, safety) for production AI systems. It is comparable to parts of 2Trust.AI's audit trail and monitoring story but is more developer/ML-platform oriented and less compliance-positioned for regulated verticals.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks1 record

Key highlights7 records

Customer concentration

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about 2Trust.AI