03 · PoC & Prototyping
PoC & Rapid Prototyping
A prototype exists to produce a decision, not a demo. Every sprint ends with evidence and a recommendation - including the recommendation to stop.
Scope
PoC sprint
A working prototype, an evaluation report, and an honest go/no-go.
Fixed price, fixed scope · 2–6 weeks
Feasibility study
Can this be built, with what data, at what cost, at what accuracy - before budget is committed.
Fixed price · 1–2 weeks
Agentic & GenAI systems
Retrieval, agent workflows, tool use, guardrails, observability and an evaluation harness.
Sprint or project
Domain assistants
Analytics, scheduling, document and compliance assistant patterns adapted to your data.
Sprint or project
Forecasting & time series
Demand and load prediction, anomaly detection and early-warning pipelines.
Project
Computer vision with explainability
Detection and segmentation pipelines with XAI, for regulated or safety-critical use.
Project
Evaluation & benchmarking harness
Test sets, judge pipelines and regression gates - the part nobody builds and everybody needs.
Fixed price
PoC to production hardening
MLOps, monitoring, drift detection, cost and latency optimisation.
Project or retainer
Fixed-scope entry point
The usual way in
4 weeks
PoC Sprint
A working prototype against your real data, an evaluation report, and an honest recommendation on whether to continue.
Is this the right engagement for you?
Describe the situation in a few lines. If something else fits better - or nothing does - we will say so.