Choose a workflow, not a technology
The strongest first project is usually hiding in work the team already repeats: assembling a report, categorizing requests, finding exceptions, drafting from approved information, or moving data between systems.
A useful first-project filter
Score candidate workflows against frequency, time spent, data access, error cost, and ease of review. A modest workflow with clean inputs often creates more value than an ambitious agent with unclear responsibility.
- The task happens often enough to matter.
- The current steps can be written down.
- The necessary data can be accessed responsibly.
- A person can review the output before it creates risk.
- The result can be measured in time, quality, revenue, or avoided cost.
Build the operating layer deliberately
Once the first workflow is reliable, connect it to the broader operating system: shared data definitions, permissions, evaluation, exception handling, and ownership. That is how isolated experiments become durable capability.