Most startup AI never leaves the demo. We build the unglamorous 80% that makes it real: evaluation, retrieval, pipelines, monitoring — the parts between “the model answered” and “the product works.” A funded healthcare platform trusted us with their entire AI line; four months later it was live.
Not proofs of concept that die in a notebook.
The difference between AI that demos and AI that ships is process, not model choice.
Every AI feature starts from the metric it must move — reply rate, time-to-submission, cost per screen — not from “let's add AI.”
We evaluate candidate models against your task and pick on quality, latency, and cost. When a better or cheaper model lands, we swap it — you're never locked to one vendor's pricing.
Test sets and evaluation harnesses come first, so “is it good enough to ship?” is a measurement, not a debate.
Model changes go through the same CI/CD as code, with error tracking and observability on every call — because AI that isn't monitored is AI you'll discover is broken from a customer email.
Every tool below has shipped production work for our clients. If it's listed, we've bled on it.
What this capability looks like when it ships.
Wanderly needed to move into AI with no AI team of their own. Three engineers and a product owner shipped their entire AI capability: CoPilot, an AI recruiter that screens candidates, collects documents, and hands off to a human inside 60 seconds — and Curate, a healthcare-native engine scoring candidate readiness in real time.
Evals, monitoring, and human handoff are scoped from sprint one. If a feature can't be measured, we don't call it done.
We test candidates against your actual task and data. Vendor loyalty is your cost problem, not your quality strategy.
Your data stays in your cloud, IP transfers fully, and NDAs come before the first call. Compliance-heavy domains are where we've shipped.
The $5,000 Decipher Blueprint works for AI features too: fourteen days in, you hold a working concept, an architecture, and an honest quote — fully credited if you build with us.
