Applied AI
Applied AI starts with a concrete task and evaluation criteria. We help your team assess feasibility and test a use case before deciding whether to deploy it.
When this service is useful
- Evaluate a repetitive document analysis or classification task.
- Explore search within an authorized knowledge collection.
- Compare an AI use case with the current method and its constraints.
Examples of deliverables
These examples illustrate possible deliverables. Scope, required access and acceptance criteria are agreed together for your context.
- Use case brief with goals, limits and evaluation criteria.
- Assessment of available data, access and risks.
- Prototype or pilot within an agreed scope.
- Test report covering observed errors, limitations and recommendations.
An AI pilot with human review
Test a specific use case, document its limits and keep human review where it matters.
Fictional examples Illustrative mockups with synthetic data. Content and scope are defined for your context.
- Document
- Suggested category
- Human review
- Use case
- Classify and find documents
- Sources
- Approved corpus
- Evaluation
- Test cases and errors to review
Final decision: accountable person
How to approach the project
We define the task, authorized data and a comparison baseline. A pilot can measure answer quality, errors, costs and the need for human review before a decision to proceed.
Frequently asked questions
Does a pilot guarantee deployment?
No. A pilot establishes whether the use case is useful and reliable enough. The outcome may be to continue, adjust the scope or stop.
How should confidential data be handled?
Access rights, hosting, retention and tool terms should be reviewed before testing. The choice of solution depends on these requirements; sensitive data should not be transmitted without authorization.
How should incorrect AI answers be handled?
Testing should include representative and difficult cases, with human review suited to the risk. Observed limitations and situations requiring validation should be made explicit.
Let’s clarify your needs
Describe your situation, goals and constraints to prepare an initial discussion.