Prepare
Summaries and drafts speed up a first step.
Services / Artificial intelligence
AI
Use AI where it genuinely helps prepare the work.
We integrate a focused feature using authorised data, tests and approval proportionate to the risk.
PreparationLimitationsValidation
Objectives
Save time without delegating judgment
Frame
Authorized sources, tone and excluded topics are defined.
Validate
A person keeps the decision when the context requires it.
Scope
Measurable and reversible integration
Use cases
The need is described before choosing a model.
Authorized data
The information transmitted is reduced to what is necessary.
Assessment
Examples check quality, limits and refusals.
Cost tracking
Third-party usage and maintenance costs remain transparent.
Procedure
A framework that is readable from start to finish
Define
Choose a task and its success criteria.
Evaluate
Test normal, ambiguous and off-topic cases.
Frame
Deploy with monitoring and a documented fallback plan.
Test a specific task before rolling it out
Classifying enquiries, summarising documents and drafting replies are different tasks. We choose one initial use case, representative examples and observable success criteria. Results are compared with human work to identify errors, omissions and situations where the tool should abstain.
Model choice depends on permitted data, hosting requirements, volume and budget. Usage costs, human review and source access are defined before launch. A convincing demo does not establish reliability in every situation.
Practical information
Useful questions before you get started
No. Limits must be explicit and sensitive cases validated.
Only those necessary for the validated use case.
This depends on the integration, which is designed to limit unnecessary locking.
Let's start from a task, not from a fashion effect.
We evaluate the value, risks and method of control.
