Choose a repeatable outcome rather than a broad service
Break the service into tasks and identify which outcome repeats across customers. A useful starting point has a recognizable input, a bounded process and an output the customer can judge. Bespoke strategic advice may contain smaller repeatable tasks without being fully automatable.
Keep a log of exceptions. If every engagement needs different inputs or definitions of success, investigate that variation before deciding the workflow is ready for a standard product.
Make hidden expert work visible
Observe what an experienced operator does between the documented steps: clarifying a vague request, correcting input, choosing a method or interpreting an ambiguous result. These actions may be carrying much of the service’s value.
For each action, decide whether software can handle it, the customer can learn it or an expert must remain involved. Do not erase difficult work from a process diagram merely because the proposed product has no screen for it.
Compare cases by customer independence
When reading productization cases, distinguish self-service use from a software interface backed by substantial manual delivery. Both can be viable, but their staffing and cost structures differ. Look for evidence about onboarding, exceptions and ongoing assistance.
Compare the customer’s expertise and available time. A workflow usable by a specialist may be confusing for a first-time buyer. The interface alone does not determine whether the service can become self-serve.
Test one complete task with limited assistance
In an illustrative reporting service, start with one recurring report type and a clear input format. Observe whether suitable customers can produce and interpret a useful report. Track every intervention, even if the team regards it as a quick favor.
Set thresholds for completion, correctness checks, assistance and recovery from errors. Expand only when you understand which work has been removed, transferred to the customer or left with your team.
Use this worksheet for your decision
Copy this into your notes. Leave unknowns visible instead of filling gaps with guesses.
Repeatable customer outcome: Input and output definition: Frequent exceptions: Hidden expert actions: Required customer expertise: Assistance allowed in pilot: Independent completion evidence: Error recovery: Next task to productize:Download the text worksheet ↓
Find evidence in the archives
Choose a supporting case and a counterexample with a different outcome. Read their sources and check whether their conditions match yours.
Cases to practice with (read and check the underlying sources):
Bring your question to the cases
Search a company or topic in the app, read the cases and ask follow-up questions to compare approaches.