Practical guide
Follow the process step by step
Apply each stage in sequence. Document important assumptions, verify AI-generated information, and keep human approval at critical decision points.
- 1
Define the actual task
Describe the work to be completed rather than choosing a tool based on popularity, brand recognition, or feature volume.
- 2
Identify input and output requirements
Determine the data types, document formats, integrations, collaboration needs, and output quality required by the task.
- 3
Review privacy and risk
Check whether the task involves confidential, regulated, proprietary, personal, or commercially sensitive information.
- 4
Compare quality and usability
Test candidate tools on the same representative task and compare accuracy, consistency, speed, controls, and ease of review.
- 5
Calculate implementation cost
Include subscription fees, setup time, training, integration, maintenance, and the cost of correcting unreliable outputs.
- 6
Run a limited pilot
Validate the selected tool through a controlled trial before introducing it into a critical or high-volume process.