Evaluate AI and productivity tools on a bounded task

Choose a repeatable task with a clear result: preparing meeting notes, helping staff compose a reply or reviewing a content brief. Keep these use cases separate. A tool that performs well on one task has not demonstrated suitability for every business process.

Write the acceptance criteria first

• Required accuracy, source traceability and acceptable omissions.
• Who checks outputs and which actions need approval.
• Languages, accessibility and the systems involved.
• Access scope, retention, export and deletion controls.

MeetGeek’s official overview describes meeting transcription, notes and workflows. Explore MeetGeek, Typewise and Surfer as separate research profiles; do not interpret their inclusion as equivalent products or verified performance.

Test useful work, including errors

Use permitted sample material and compare the output with an agreed reference. Record factual errors, missing context, editing time and cases that require escalation. For meeting tools, confirm participant handling and recording controls before connecting a calendar. For writing tools, check whether suggestions introduce claims your evidence cannot support.

Ask whether content is used for model training, which services process it, what integrations may read or change, and how an administrator revokes access. Request the terms for the actual plan and configuration; a broad security statement does not answer every data-handling question.

Calculate the cost of a usable result

Include seats, credits, minutes, overages, storage and connectors alongside review time. Compare the complete task with your current process, including correction and exception handling. Potential time released is not automatically a cash saving.

Begin with restricted access and a documented owner. Keep the original material and export options, then expand only after the pilot meets its criteria. The software buying checklist provides a consistent record of the decision.