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Engagement 4 · AI Production Readiness
Generative AI Discovery & Production Readiness
For product and risk leaders with an AI prototype or use case that needs evaluation, security and an owner before launch.
Duration2–4 weeks
PricingFixed fee
TermsAfter scoping
The plan
WEEK 1
Use case and success metrics
Define the workflow, decision boundaries, users and measurable outcomes.
WEEK 2
Data path and retrieval design
Sources, access rights, retrieval architecture and freshness.
WEEK 3
Evaluation and controls
Test suite, guardrails, agent permissions, human approval and observability.
WEEK 4
Cost, latency and go / no-go
Unit cost, latency budget, implementation plan and launch criteria.
You receive
- Production architecture for one use case
- Data, evaluation and control requirements
- Cost and latency view
- Implementation plan with go / no-go criteria
We need from you
- An accountable business owner
- Pilot results or a manual baseline
- Sample data under agreed handling
- A security and risk contact
Not included
- A finished AI product
- Prototype, unless scoped separately
- Regulated model validation
Natural next steps
- Production AI, RAG and agent engineering
- Data quality work for the source domain
Have a prototype that needs to go live?
Show us what it does today and who would use it. We will tell you what usually blocks a launch like yours. Scope and price are agreed in writing before any work starts.