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Business use cases

What should a first business pilot demonstrate?

3 min read

Choose one bounded workflow, explicit owners, agreed access, and representative non-production data. Define the expected result, denied cases, and evidence to retain. Illustrative evaluation cases are not recorded customer outcomes or promises of production availability.

Choose a problem small enough to finish

A useful pilot has one main question, such as whether an operator can explain a delayed payment or whether an agent receives only approved knowledge. State the current difficulty, the intended improvement, and who will judge the result. Avoid combining several unrelated product launches into one evaluation. A smaller scope can still reveal important integration and governance requirements while leaving the team with an outcome it can actually understand and repeat.

Define success before the demonstration

Agree the environment, access, data, and exact operations included. Write down a normal case and at least one denied or interrupted case. Decide what evidence must be retained and which record establishes each result. For example, an allowed policy evaluation should remain labeled as an evaluation, not be scored as a completed payment. The test plan should identify both the expected benefit and the boundaries that must remain intact.

Use the result to make a next decision

At the end, review what succeeded, what required manual work, and what remains unconfirmed. Include the people who will operate the workflow, not only those who built the demonstration. Separate observed results from assumptions about larger volumes or production use. Decide whether to stop, revise, or expand the scope, with named owners for the next phase. A pilot is successful when it supports an informed decision, even if it reveals that a prerequisite or different product is needed first.

In plain language

An example is not a production result

The examples in this FAQ explain how to think about a workflow. They are not reports of customer results, guarantees of performance, or instructions to use real funds. A useful evaluation starts with agreed access, a non-production environment where appropriate, and data that you are permitted to use. Decide in advance what a pass looks like and what must be refused. An allowed case alone is not enough: the team should also try an unauthorized request, a missing requirement, or an unavailable dependency where the test scope permits it. Keep the result and its context so someone else can understand what was demonstrated. Passing that test provides evidence for the tested combination of product, configuration, and environment. It does not automatically enable a different operation or network. Moving to production should be a separate, explicit decision with the required owners involved.

In plain language

A policy needs a person responsible for it

A policy is a set of rules about what should be allowed, refused, or reviewed. Software can help apply and record those rules, but someone still needs to decide what they mean for the business. Name the owner of the policy, the people permitted to change it, and the person responsible when an exception occurs. An approval should apply to a clearly identified version or request; otherwise a later change can make an old approval misleading. Keep the technical decision separate from the business decision when they are not the same. For example, a proposal may satisfy a configured limit while still needing a budget owner’s agreement. This is not unnecessary bureaucracy: it lets different teams understand the same result without assuming that another team has completed work that is still outstanding. Start with a small, explicit responsibility map and test the handoffs.

What to do next

Agree the pilot’s operating boundaries and acceptance criteria before enabling any execution path.

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