A step-by-step approach, readable and measurable
Each step produces a concrete deliverable and a clear decision: continue, adjust or stop. You keep control of pace and scope.
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01
Targeted diagnosis
Observation of two or three work situations: steps, tools, data, volumes, risks. Interviews with the people who do the work. Analysis of the software in place and of possible connections.
Deliverable
A reasoned recommendation with priorities, scope and estimate, including when simplification or classic automation is enough. If you consult the market, a specification and a selection grid for the solutions. -
02
Solution design and pilot
Selection of existing AI and tools, diagram of the complete system (connections, automations, interfaces, controls), data usage framework. Pilot on a limited scope with the users concerned.
Deliverable
A pilot evaluated with the teams and a deployment decision. -
03
Integration and deployment
Connections to your software and data, development of the necessary adaptations, tests, gradual go-live. Useful complementary skills are brought in depending on the project.
Deliverable
The solution in production, documented and mastered by your teams. -
04
Team support and results tracking
Training by work situation, usage rules, indicators tracked over time, regular adjustments.
Deliverable
Measured results and an improvement plan.
What guides our recommendations
- 01
Simplest first
Simplification or classic automation is recommended as soon as it is enough.
- 02
Explicit rules for exact results
Calculations, controls and reproducibility belong to rule-based software, not to AI.
- 03
Proportionate human validation
A check by another AI can detect some problems; it replaces neither tests nor the necessary human validations.
- 04
No more complexity than needed
Several AI or agents are only justified if their contribution outweighs their complexity.
- 05
Measured gains, not promises
Each project defines its indicators before going live and tracks them over time.
- 06
Your tools first
The solution builds on your existing software and data before adding anything.
How to begin
A first conversation of 30 minutes to an hour, by video call and without commitment, to understand your priorities. If relevant, we propose a targeted diagnosis: a scoped service, with scope and price set before it starts.