AI for business
How to find useful AI opportunities in a business workflow
The most valuable AI projects tend to be narrow, connected to a real workflow and designed with a clear review process.
Look for repeatable, language-heavy work
Support triage, document extraction, internal knowledge lookup and routine drafting are often better starting points than a broad promise to transform every part of the business.
Design for reliability, not a demo
Define the source data, expected output, failure modes and who can review an uncertain result. This turns a model response into a dependable business process.
Measure the outcome
Track time saved, resolution quality, conversion or process throughput. If the workflow does not improve a meaningful measure, it should be simplified or stopped.