Selected work · the evidence

The evidence,
not just the pitch.

A production AI decision needs more than a demo. We make evaluation, grounding, guardrails, review, and operational readiness visible alongside the delivered workflow.

See selected work Full engagement record

Release · Contract review assistant · v1.5

SHIPPED WITH EVIDENCE

Groundedness

0.96 / 1.00

Answers traced to 12 cited sources.

Eval suite

48 / 50 passed

Gate held; 2 known edge cases flagged.

Guardrails

PASS

Policy + safety checks all green.

Human review

2 flagged

Routed to a reviewer before delivery.

How we prove it

Four things attached to every release.

This is what "evidence attached" actually means. Not a report we write at the end — four artifacts that travel with the work, gating each release before it reaches your users.

Grounded

Answers are tied to real, cited sources — not the model's imagination. You can trace every claim back to where it came from.

Evaluated

An eval suite scores each release against a threshold. If it doesn't clear the bar, it doesn't ship — no exceptions on a good feeling.

Guard-railed

Policy and safety checks run on every output. The system refuses what it shouldn't do, and that refusal is logged.

Human-reviewed

When confidence is low or stakes are high, a person is in the loop before anything reaches a user — by design, not as a fallback.

Selected work

Representative engagements, one per layer.

Selected engagements across AI-native delivery, the foundations beneath it, and independent assurance.

Layer 01 · AI-Native

Contract-review assistant

A grounded LLM workflow with human review in the loop — shipped to production with its evidence attached.

0.96

Groundedness

Layer 02 · Foundations

Legacy platform, modernized

Legacy PHP/JS refactored into a clean, AI-ready codebase, with the data tidied behind it.

Layer 03 · Run & Assure

Independent security audit

Inherited code, infrastructure, and vendors audited and stabilized before any new build began.

The release record should let business, technology, and risk leaders see the same system from outcome through operation.

KeenDigit delivery principle

Want the full engagement record?

The Portfolio goes deep on a handful of engagements — discovery, written approvals, controlled rollout, and structured handover — with the delivery structure laid out end to end.

Open the portfolio

Judge us by the evidence

The best proof is
watching us show our work.

Bring the workflow and the questions your buying committee must answer. We will frame a delivery path with visible evidence and production controls.

Discuss your AI project View the full portfolio

Evidence on every release Independent · vendor-neutral Controls and ownership stay visible

The evidence,not just the pitch.