Specialist AI builder, across the board
We build trustable and reliable AI solutions in production.
We help realise your AI strategy to drive meaningful business outcomes.
AI-native finance SaaS
60->95% stated FP&A accuracy
~90% measured
90+ regression scenarios
US commercial real estate
$20M modeled 10-yr NOI/NPV
six fragmented sources unified
every dollar traceable
Delivered breadth, anonymized
finance
education + manufacturing
agritech, insurance, FP&A, cybersecurity
The problem
Most enterprise AI never reaches production value.
Shipping AI is easy. Making it work in production is not. The cause is almost never the model. It is the missing layer underneath: governance, evaluation, and audit.
Stuck in pilots.
Roughly 19 in 20 enterprise AI initiatives stall before they change a real business outcome (MIT NANDA, 2025).
A governance gap.
Shadow AI and unowned agents run in production with no evidence, no owner, and no policy trail. Leadership cannot say what is running or whether it holds.
Reputation and regulatory risk.
One bad output in a regulated workflow becomes an incident, an exam finding, or a headline.
What we do
A specialist AI builder, across the board.
AI Strategy, Engineering, and Transformation, with Governance, Audit, and Evals built into every build.
Build
AI Strategy
Decide where AI pays before budget drifts.
Build
AI Engineering
Ship the AI product at enterprise quality.
Build
AI Transformation
Move AI into the work that drives real business outcomes.
Built in
Governance, Audit & Evals
Not a separate product. Evals prove behavior holds, Governance makes the board memo, Audit is the independent assessment.
Industries
Finance first. Not finance only.
We go deepest across the six finance sub-segments. Our delivery record also spans healthcare, manufacturing, agri-food, education, and enterprise FP&A, expressed qualitatively and anonymized.
How we work
Understand, build, hand over.
Understand.
A neutral assessment of what your AI does today, what it earns, and where it exposes you, then a sequenced plan.
Build at scale.
Strategy, engineering, and transformation sized to the gap, with governance, audit, and evals wired in from day one.
Train and hand over.
Platform, playbook, evidence pack, and operating cadence transfer to your team, so the loop keeps running without us.
Senior pod
one lead architect, scope to handover
Built in
governance, audit, and evals in every build
Yours to keep
the operating loop transfers to your team
The proof
What we delivered, with the qualifiers kept honest.
95%
FP&A accuracy · stated (~90% measured)
144%
net revenue retention · finance-SaaS customer, alongside the reliability work
$20M
NOI / NPV uplift · modeled
90+
regression scenarios · eval gate
Stated, not an audited fact. Modeled, not realized. The discipline we sell is the discipline we hold ourselves to.
Specialist AI builder
One builder, across the board.
We take your AI from strategy to outcome, with governance, audit, and evals built into every build. Start with a discovery call, or a quick audit.
TrustEvals
Strategy, transformation, fluency. Governance, audit, and evals built in.
TrustEvals is owned by DataFortress, Inc.
Book a Discovery Call
Services
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