---
title: "KeenDigit · Work — the evidence, not just the pitch"
description: "See the delivery evidence and representative work behind KeenDigit's enterprise AI-native applications, foundations, and assurance."
language: "en"
url: "https://keendigit.com/en/work"
---

# KeenDigit · Work — the evidence, not just the pitch

See the delivery evidence and representative work behind KeenDigit's enterprise AI-native applications, foundations, and assurance.

## The evidence, *not just the pitch.*

Selected work · the evidence

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

Release · Contract review assistant · v1.5

SHIPPED WITH EVIDENCE

**Groundedness:** 0.96 / 1.00

**Eval suite:** 48 / 50 passed

**Guardrails:** PASS

**Human review:** 2 flagged

## Four things attached to *every release.*

How we prove it

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.

## Representative engagements, *one per layer.*

Selected work

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

## Contract-review assistant

Layer 01 · AI-Native

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

**Groundedness:** 0.96

## Legacy platform, modernized

Layer 02 · Foundations

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

## Independent security audit

Layer 03 · Run & Assure

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.

## Contact

[Contact](<https://keendigit.com/en/contact#form>)

[Original page](<https://keendigit.com/en/work>) · [Content index](<https://keendigit.com/en/llms.txt>)

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