Applications with AI features.
Use AI for a defined task with clear data boundaries and review of the result.
The complete workflow.
An AI feature might prepare a summary, draft a reply or organise text for an employee to review. Start with the task and a useful output, then decide which parts require human approval.
Decisions before implementation.
We agree permitted inputs, provider use, result checks and a fallback when the output is missing or unsuitable. Important actions need their own confirmation rules. Model usage, integration and ongoing operation have a separate scope and costs.
Acceptance and next steps.
Acceptance uses agreed examples, including incomplete or ambiguous input. AI can make mistakes and does not guarantee cost reductions. Deterministic business rules, such as booking availability, should retain explicit control.
Prepare a useful conversation.
Describe the users, one complete task and the result you need. Include current tools, essential devices and required connections. Anonymous examples are enough for an initial discussion.
Discuss applications with ai features.
Describe the users, one task and the result your company needs.