How the 5 days work
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Days 1–2
Map
Map the AI/ML pipeline and where it breaks.
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Days 3–4
Rank
Rank risks, quick wins, and what to ship next.
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Day 5
Plan
Lock the 30-day plan with owners — you leave with it.
Example outcome
Integration stalled · PoC worked · left with ranked risks and a future ship plan · a production AI/ML team
FAQ
Is this a fit?
If you have an AI/ML system in flight and integration is painful — yes. If you’re still exploring ideas — we can help find the best-fit solution.
How long?
Five working days. Call this week → kickoff next.
What do you need from us?
Access to the people who own the stack, and a short walkthrough of the current pipeline.
Deposit?
£1,750 on signature to start · £1,750 on delivery · £3,500 fixed.
What happens after?
You get the plan. If you want hands in the stack, we talk FDE embed or retainer — no pressure on the call.
Will you build it?
No — Offer A is the map. Building is Offer B (FDE embed) if you want it after.
Services
Where AI/ML systems actually break — and what we build.
Data acquisition
Real-time telemetry and camera frames from sensors, cameras, existing databases, or other sources.
Data ingestion
Architect, build, and deploy the pipeline that fits your business needs.
ML serving
Cloud, edge, or hybrid inference — chosen for your constraints.
Full ML lifecycle
Training, guardrails, versioning, rollback, and monitoring.
Endpoint / API serving
Secure APIs and protocols to reach endpoint clients.
Monitoring & governance
Watch pipelines, ingestion, and serving — with a clear control interface.