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AI & Generative AI Engineering
Generative AI Discovery & Production Readiness
An AI prototype or funded use case isn't ready for production: it lacks controls, evaluation or an integration plan.
Commercial modelFixed fee, agreed before start
Way to startAI Production Readiness
When it fits
A funded use case, a stalled prototype, sensitive data, or a go/no-go decision nobody has made.
Typical buyer
Head of AI, CTO, product sponsor and technical owner.
What we do
- Confirm one funded workflow, sponsor and accessible sample data
- Define production architecture, retrieval/integration and evaluation requirements
- Map security, human review, observability and cost controls
- Assess feasibility and sequence the build
You receive
- Production go/no-go decision and assumptions
- Architecture and control blueprint
- Evaluation and data-readiness requirements
- Implementation plan and cost considerations
Not included
- Open-ended AI ideation
- Guaranteed model behavior or accuracy
- Multiple production use cases or ongoing model operation
Talk to us about this service
A thirty-minute call to understand the problem and whether a fixed-scope engagement makes sense.