A business can buy an AI subscription in a few minutes. Deciding where it belongs takes more work.

The useful starting point is a specific task: preparing a first draft, sorting an incoming request, finding information in an approved knowledge base or summarizing a meeting. “We need to use AI” does not give a provider enough information to recommend a sensible solution. It also gives your team very little to judge.

Write the workflow before you write the shopping list

Describe the task as it operates today. What starts it? What information does someone need? Who does the work? Who checks it? What happens when something is missing?

For example, a company might want help organizing incoming service requests. Before comparing tools, it should decide which request categories matter, where the information is recorded and which requests must go straight to a person. A convincing demonstration can still fail those requirements.

A short requirements brief should cover:

  • The task and the person responsible for its outcome.
  • The information the system may use, and information it must not receive.
  • The output the team needs and where that output belongs.
  • The checks required before an output is used.
  • The fallback when the system cannot complete the task.

Keep responsibility visible

Someone still needs to own the work. That person should be able to explain what the tool is allowed to do, when a human review is required and how an error is corrected.

This is especially relevant when an output will reach a client, change an operating record or influence a commercial decision. The approval step should be part of the workflow, rather than an informal assumption that someone will look at it.

Test against the work you actually receive

Start with a limited trial using information you are authorized to use. Include ordinary requests, incomplete requests and cases that should be escalated. Agree how the team will record useful results, errors and extra review work.

Decide what would make the trial worth continuing. You might look at time spent reviewing drafts, the number of corrections required or whether requests are routed to the right person. Choose measures that fit the task. Do not accept a headline efficiency claim as a substitute for testing your own workflow.

Price the whole arrangement

The subscription is one part of the decision. Ask about setup, integrations, usage limits, training, support, data handling and the effort required to leave the service. Clarify which responsibilities belong to the provider and which remain with your team.

An AI requirement becomes easier to compare when each provider is responding to the same brief. It also becomes easier to decline a product that is impressive but does not solve the problem on your desk.

Black Fortitude Technologies helps define requirements, compare suitable provider options and coordinate an agreed rollout. Explore AI and automation support.