Solution Review workshop
GenAI Production Readiness Review
Find the failure modes in your GenAI MVP before your users do.
- 2 days
- Hands-on in AI Transformation Studio
- On your own system
The problem
Most GenAI pilots stall between demo and production. This workshop walks your MVP through a production failure-mode taxonomy and turns the gaps into a launch plan.
Who it's for
CTOs, architects, and engineering leads with a GenAI MVP or proof of value heading to production.
What to bring
An architecture diagram, a demo, and access to the people who built it.
The course side
What your team learns
- 1
Architecture walkthrough
Data flow, retrieval, prompts, tools, and integration points.
- 2
Failure-mode review
Hallucination, context loss, injection, drift, cost blow-ups, and latency, scored on your system.
- 3
Guardrails and fallbacks
What happens when the model is wrong, slow, or unavailable.
- 4
Launch plan
Must-fix vs fix-later, with owners and acceptance tests.
Builds on these course lectures
- Case Study – LLM Implementation - Failure Lessons
- MIT’s latest report shows 95% of GenAI pilots stall in enterprises.
- The knotted pipeline - Rethink from Data Aspects in LLM Space
The platform side
What your team builds in AI Transformation Studio
- Score the MVP’s production readiness across data, tech, risk, and team
- Turn each failure mode into a must-fix or fix-later roadmap item
- Generate the launch plan with owners and acceptance tests
Also used: Failure-mode taxonomy, Architecture review checklist
About AI Transformation Studio →Your team leaves with
- • A failure-mode register for your system
- • A prioritized remediation and launch plan
Book this workshop
Request GenAI Production Readiness Review
It's pre-selected in the form. Add others to combine them. Contact us for pricing: fill in your details and we'll reply within one business day.
Often combined with
- AI Agent Architecture Review · 1 day
- LLM Observability & Cost Control · 1 day