TrustEvals
TrustEvals is a privately held US specialist AI builder that delivers enterprise AI strategy, engineering, and transformation services with governance, audit, and evaluations embedded, focused on regulated finance sub-segments and adjacent verticals.
- Company typePrivate
- Founded-
- Headquarters—
- Headcount—
- GTM typeB2B
- OfferingServices
What TrustEvals does
TrustEvals is a specialist AI builder operating as a brand of DataFortress, Inc., a privately held US corporation. The firm delivers AI strategy, engineering, and transformation services for enterprises, with governance, audit, and evaluation capabilities embedded into every engagement rather than offered as separate add-ons. Its technical foundation rests on a real-time AI governance framework for control drift (co-developed with Accorian), an evaluation methodology that uses 90+ regression scenarios as production gates, and finance-specialized golden datasets for NL-to-SQL and FP&A validation. The senior pod model assigns one lead architect per engagement from scope through handover, with the operating loop transferred to the client team at completion.
The company is enterprise-focused, with discovery calls and quick audits as primary entry points and quote-based pricing tied to engagement scope. Its primary verticals are six finance sub-segments - private equity, banks and capital markets, fintech, asset and wealth management, real estate, and insurance - with secondary delivery in healthcare, manufacturing, agritech, education, FP&A, and cybersecurity. TrustEvals sells horizontal compliance coverage across AIUC-1, SR 11-7 AI, ISO 42001, NIST AI RMF, and the EU AI Act as a wedge into regulated buyers. Disclosed customer outcomes include FP&A accuracy improvement to a measured ~90% for an AI-native finance SaaS client, 144% net revenue retention alongside reliability work for the same client, and a $20M modeled 10-year NOI/NPV uplift for a US commercial real estate firm.
The firm appears bootstrapped with no disclosed venture funding, and revenue, headcount, and pricing are not public. The standalone Governance Product platform page, the AI Maturity Model, and the Scorecards diagnostics tool signal intent to productize beyond pure professional services, while the Accorian partnership extends the governance offering into partner-delivered monitoring.
TrustEvals firmographics
Firmographics- Name
- TrustEvals
- Legal name
- DataFortress, Inc.
- Website
- https://trustevals.com
- Company type
- Private
- Operating status
- Operating
- Short description
- TrustEvals is a privately held US specialist AI builder that delivers enterprise AI strategy, engineering, and transformation services with governance, audit, and evaluations embedded, focused on regulated finance sub-segments and adjacent verticals.
- Ownership category
- akta.pro rank
TrustEvals industry classification
Industry- Product category
- AI Governance Consulting
- SIC
- Services-Management Consulting Services (8742)
- akta.pro primary industry
- Responsible AI, AI Governance & Compliance Services (BPAEAHAJ)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)
Keywords
TrustEvals business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- AI Strategy Services: Advisory and consulting services for determining where AI delivers value before budget allocation. Part of engagement lifecycle from strategy through transformation.
- AI Engineering Services: Ship AI products at enterprise quality with governance, audit, and evals built in from day one. Engagement sized to the identified gap.
- AI Transformation Services: Move AI into work that drives real business outcomes. Includes training, platform transfer, playbook, evidence pack, and operating cadence handover.
- AI Audit Services: Independent assessment providing neutral evaluation of current AI capabilities, risks, and exposure. Offered as quick audit entry point.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels6 records
TrustEvals product offering
Product offeringCore offering
TrustEvals delivers AI strategy, engineering, transformation, governance, audit, fluency, and evals services to enterprise clients, led by senior pods of architects and engineers. The firm also operates a Governance Product (Platform) that provides real-time AI governance through control drift monitoring, supporting enterprises in maintaining defensible, compliant AI systems. Engagements are structured around diagnostics, maturity modeling, roadmaps, build-and-deploy pods, and ongoing evaluation discipline.
Product overview
TrustEvals offers a specialist AI builder platform with integrated professional services. The core offering combines a Governance Platform (real-time AI governance framework for control drift) with six service modules: AI Strategy, AI Engineering, AI Transformation, AI Governance, AI Fluency, and AI Audit, plus a dedicated Evals service for production AI evaluation. The company also provides diagnostic tools including an AI Maturity Model and Scorecards for assessment. Services are delivered via a senior pod structure (one lead architect) and emphasize built-in governance, audit, and evaluations rather than separate add-ons. The platform is specifically designed for enterprise AI in finance sub-segments (Private Equity, Banks & Capital Markets, Fintech, Asset & Wealth, Real Estate, Insurance) with delivery record spanning healthcare, manufacturing, and agritech sectors.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Strategy
Quantifiable outcome
- 95% FP&A accuracy (stated ~90% measured)
- +3 more outcomes
Companies that use TrustEvals
Customer profileNamed customers2 records
Segments8 records
Ideal customer profiles1 record
TrustEvals technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature5 records
TrustEvals partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- AccoriancoreJoint development of real-time AI governance framework for control drift in enterprise AI. Partnership enables TrustEvals to offer monitoring capabilities for governance gaps where shadow AI and unowned agents operate without proper oversight.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
TrustEvals competitors and assessment
Company assessmentDirect peers
- ModelOp: ModelOp is an enterprise AI governance and model lifecycle management platform supporting audit and compliance use cases analogous to TrustEvals' governance framework.
- Monitaur: Monitaur delivers an AI governance and model monitoring software platform aimed at regulated industries, similar in scope to TrustEvals' governance framework and audit offering.
- Holistic AI: Holistic AI provides an AI governance, risk, and compliance platform with audit and assessment services — almost identical positioning to TrustEvals across regulated industries.
- Credo AI: Credo AI delivers an AI governance platform that operationalizes AI risk assessment and audit workflows, directly competing with TrustEvals' governance, audit, and evals stack.
- Aporia: Aporia provides AI observability and governance tooling for production models — overlapping with TrustEvals' evals and control-drift monitoring capabilities.
- Arthur AI: Arthur AI provides AI observability, monitoring, and governance for production models, directly comparable to TrustEvals' evals and control-drift capabilities.
- Fiddler AI: Fiddler AI offers an AI observability and explainability platform for production ML, comparable to TrustEvals' audit, explainability, and accountability positioning.
Broad incumbents
- Slalom: Slalom is a large global consulting firm with an established AI strategy and transformation practice — overlapping with TrustEvals' advisory and build engagements, but as part of a much broader portfolio.
- Deloitte (AI & Data Risk practice): Deloitte's AI risk and model governance advisory serves regulated financial enterprises, overlapping heavily with TrustEvals' audit and SR 11-7 / ISO 42001 / EU AI Act alignment work.
- Accenture: Accenture operates one of the largest enterprise AI consulting and governance practices globally, competing with TrustEvals on AI strategy, transformation, and responsible AI programs for regulated buyers.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
TrustEvals social profiles
Digital presenceTrustEvals compliance and trust
Trust signalCompliance5 records
TrustEvals financial estimates
Financial estimateRevenue estimate
Valuation estimate
TrustEvals leadership team
Management profileNumber of profiles
TrustEvals funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TrustEvals M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about TrustEvals
What does TrustEvals do?
TrustEvals delivers AI strategy, engineering, transformation, governance, audit, fluency, and evals services to enterprise clients, led by senior pods of architects and engineers. The firm also operates a Governance Product (Platform) that provides real-time AI governance through control drift monitoring, supporting enterprises in maintaining defensible, compliant AI systems. Engagements are structured around diagnostics, maturity modeling, roadmaps, build-and-deploy pods, and ongoing evaluation discipline.
Is TrustEvals a public or private company?
TrustEvals is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was TrustEvals founded?
TrustEvals was founded in -1.
How does TrustEvals make money?
Four revenue lines are on record. AI Strategy Services are the primary driver. The others are AI Engineering Services, AI Transformation Services and AI Audit Services.
Who are TrustEvals's main competitors?
Direct peers on record are ModelOp, Monitaur, Holistic AI, Credo AI, Aporia, Arthur AI and Fiddler AI. Broad incumbents are Slalom, Deloitte (AI & Data Risk practice) and Accenture.
Does TrustEvals have an API?
No public API is recorded for TrustEvals.
What industry is TrustEvals in?
TrustEvals's product category is AI Governance Consulting. Its primary akta.pro industry code is BPAEAHAJ, Responsible AI, AI Governance & Compliance Services, with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its SIC code is 8742.