We’re not here to sell you a demo. Pragmatic AI means starting from the work your team does today, keeping a person accountable for every decision, and shipping something small that works this week — then measuring it, honestly, before we build the next thing.
Pilots that dazzle in a boardroom rarely survive contact with real users, real data, and real accountability.
of AI proof-of-concepts never reach wide deployment.
IDC for Lenovo, CIO Playbook 2025
Most “it worked in the demo” promises have no evals behind them.
A subscription is not a strategy. A demo is not a system.
Five commitments we bring to every AI engagement — before a line of code is written.
We map how the work gets done before we ever choose a model — the workflow is the product.
Every system we build keeps a person accountable for the decision the AI only drafts.
A feature ships when we can measure that it works, not when it demos well in a meeting.
We build so your data stays on your infrastructure, with self-hosting as a first-class option.
We ship working software every week, so you steer with evidence instead of faith.
You don’t buy an AI department. You start small, prove it works, and grow only what earns its keep.
AI Strategy & Readiness
We find where AI earns its place — and where it plainly doesn’t.
AI Engineering
The first working feature in your product, measured against real tasks.
AI Engineering
Systems that take action, with a person accountable at every step.
AI Readiness & Governance
Evals, guardrails, and audit trails from the first commit, not the last.
AI systems we’ve built — and still run.
A distributed podcast operations platform — recording workflows, AI-generated show notes and social content, WhisperX transcription, and queue-based multi-channel publishing — that a real 95-episode podcast now runs on.
Read the case studyAn AI-enabled digital business card platform — instant profile sharing via QR code or deep link, AI-powered card scanning and semantic search, and subscription billing on a Next.js micro-frontend architecture.
Read the case studyTell us where it hurts. We’ll bring back the smallest thing that helps — and a plan to prove it.