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From POC to production in 6 weeks: the CIO guide
How we take an AI project to production at the AI Sisters Lab: environments, testing, guardrails, observability, and a reusable architecture diagram.
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They trust us
From CAC 40 groups to the public sector, our AI training is deployed in organisations of every size.
What you will find inside
- The scheduleSix weeks, one use case, never two weeks without a review, and a last week with no new features.
- The three environmentsDevelopment, staging, production: what moves from one to the next, and how.
- The architecture diagramInterface, orchestrator, model gateway, connectors, observability: the structure we reuse from one project to the next.
- TestingA set of real cases written by the business team in week 1, with thresholds set before the first results.
- GuardrailsAccess, input, actions, output, model, costs: a guardrail wherever the tool can go wrong.
- Run and go-liveWhat we log, who calls whom when it breaks, and the ten boxes of the go / no-go committee.
The eight parts of the guide
- Why POCs stay POCs
- The six-week schedule
- The three environments
- The architecture diagram
- Testing and acceptance
- Guardrails
- Observability and run
- The go / no-go committee
For CIOs, architects and innovation leads who have an AI prototype that works in a demo and want it running for real, with real users.
A few pages from the document
Why companies trust us with their teams
employees trained in generative AI, in organisations of every size, from CAC 40 groups to the public sector.
companies supported from start to finish: scoping the need, training the teams, then following up on usage.
more productivity per trained employee, according to a study by MIT and Stanford.
the average rating of our sessions on Google, for a Qualiopi-certified training provider.
What our clients experienced
“We were very happy, it went really well. The day was packed and covered everything we needed. Benjamin was enthusiastic and approachable, keen to share what he knows. He adapted as the day went on.”
“It was really great: AI Sisters supported the entire IT department with an immediate impact. I recommend it 100%.”
“Great training and a very concrete audit: we are already seeing tangible benefits.”
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