Who is it for?
CTOs and product teams that have validated an agent, RAG or LLM use case and need to open it to real users.
01 / INDUSTRIALIZE
PoC to Production
Your prototype becomes an operable system.
I take over your code, identify blockers and build the path to deployment: evaluations, access control, integrations, error handling and monitoring.
Architecture & codeEvaluationsDeployment
TYPICAL ENGAGEMENT Scope defined after technical review
Let’s talk productionWhat you get
- A code review and prioritized production plan
- Improvements implemented in your environment
- An evaluation set covering representative and edge cases
- Progressive rollout, rollback mechanisms and handover documentation
Example projects
- Internal copilot expanding to several teams
- Agent connected to real data and actions
- LLM feature integrated into an existing SaaS
- Pilot RAG deployed with company access permissions
How an engagement runs
Diagnose
I review your code and traces. We identify critical cases, constraints and failures to reproduce.
Deliverable: risks & prioritiesSet the criteria
Expected quality, access rights, acceptable latency and costs. We agree on tests that gate deployment.
Deliverable: acceptance criteriaIndustrialize
I implement fixes and integrations. Business scenarios, errors and permissions are tested at each iteration.
Deliverable: evaluated systemDeploy & hand over
Progressive rollout, alerts, documentation and rollback. Your team knows what to watch and how to respond.
Deliverable: operations & handoverScope, deliverables, timeline and budget are agreed before work begins.
Let’s look at your system
30 minutes · Remote · Technical conversation
Let’s talk production