AI & Data · Service
AI PoC & MVP Development
Turn AI concepts into working pilots that prove value.
In 3–6 weeks you'll have a pilot running on your data — and an honest answer about whether it's worth scaling.
Why start with a pilot
Most AI initiatives fail on assumptions.
The data isn't good enough, users won't trust the output, the cost per query doesn't scale. A pilot surfaces all of that for a fraction of a full build.
Weeks, not quarters
A working system on your real data in 3–6 weeks. Fast enough to keep momentum, thorough enough to trust the result.
Success defined up front
We agree measurable targets before we start — accuracy, time saved, cost per task — so “did it work?” has a factual answer.
An honest verdict
Scale it, adjust it, or kill it. We tell you which — including when AI isn't the right tool. That honesty is the product.
How it runs
The pilot process.
Frame
Pick one use case, define success metrics, and check data access. If the data won't support the pilot, you find out now — not in week five.
Build
Model selection, prompt and pipeline engineering, and a usable interface — evaluated continuously against the week-one metrics.
Test with real users
Your team uses it on live work. We measure quality, trust, and cost under real conditions.
Decide
A scale / adjust / stop recommendation, production cost projections, and — if you proceed — a roadmap to production. The pilot code carries forward.
Common pilot candidates
Where AI pilots pay off first.
Document-heavy workflows
Invoices, contracts, applications, claims — extraction and classification pilots.
Customer communication
Draft responses, triage inboxes, summarise threads — with human review where it matters.
Knowledge access
Ask questions across your internal docs and policies — grounded answers with sources.
AI-native product features
Founders: validate the AI feature at the core of your product before betting the roadmap on it.
Have an AI idea worth testing?
Tell us what you're working on and where you'd like to be in 6–12 months. Free 30-minute call; we reply within one business day.
Book a Discovery Call