AI PLANNINGChoose a problem before choosing a model.
Begin with a repeatable workflow and a clear success measure. Identify the information an assistant can use, the outputs it should produce, and the cases that need human review.
A focused prototype can help you compare usefulness, response quality, latency, and operating cost before expanding the scope.
PRODUCT DISCOVERYWhat belongs in your first release?
List the people who will use the product and the tasks they need to complete. Prioritize one complete journey over many disconnected features.
Include the less visible requirements: permissions, error handling, accessibility, analytics, and support. These are part of the experience too.
INTEGRATIONConnect systems with a plan for failure.
Before connecting two services, agree what data moves between them and which system owns it. Consider authentication, validation, duplicate requests, and recovery.
Make failures visible to the team responsible for the workflow. A reliable integration needs a clear operational owner after launch.