Choose a bounded workflow.
Enquiry categorisation, internal summaries and draft responses can be easier to evaluate than an open-ended assistant. Identify the trigger, data source, output and person responsible. Avoid starting with a workflow that depends on inconsistent records or undocumented judgement.
Define success before building.
Measure the effort the current task requires and what quality means. A fast output is not useful if someone must rewrite it. Include incorrect classifications, missing information and failed integrations in the evaluation, not only the easy cases.
Keep a human exit route.
Set conditions that require review, such as uncertain answers or requests outside the approved knowledge. Log failures and make it possible to resume the work manually. The system should not make commitments about prices, contracts or availability without an authorised source.
Review access and operating costs.
List the systems and permissions involved. Send only necessary information to third-party providers and review the arrangements for customer data. Model usage, platform subscriptions and maintenance can continue after setup; include them in the decision.
Expand only after the pilot is useful.
Run a limited trial with representative tasks and compare the result against your baseline. Fix recurring exceptions before adding more workflows. A reliable small automation is easier to own than a broad system whose behaviour is difficult to explain.
Written by Buildron. Project requirements vary; use this guide to prepare a brief, then agree the details for your business.