Begin with the work you want owned
“We need AI” is too broad to evaluate. “Prepare a service quote from our approved packages and flag work outside them” has an input, a boundary, and a result. “Carry an accepted quote into an operations brief” is another testable responsibility. Choose a job that occurs often enough to matter and is clear enough for your team to review.
Write down the current process before comparing vendors. Who receives the request? Which facts do they check? What decisions are routine? What makes them stop and ask the owner? This small map prevents a demo from drifting into attractive features that do not solve your problem.
Ask for context, tools and authority separately
Context tells an agent what your business knows. A supported tool gives it a way to perform an action. Authority determines whether it may perform that action in this case. A product can have one of these without the other two.
For a quote workflow, company context includes packages and exclusions. The action might be creating a draft or updating a record. Permission might allow a standard quote while reserving unusual discounts for you. Ask vendors to demonstrate each layer. A connection logo does not establish the allowed action, and a fluent answer does not establish access to the right record.
Test an ordinary case and two difficult ones
Use a normal inquiry with all required facts. Then remove a key fact, such as the service location. Finally, request something outside the approved offer. The agent should produce a useful result in the first case, ask or mark the gap in the second, and route the decision in the third.
Add a human takeover: change the decision yourself, then hand the work back. The next action should follow your current instruction. This is a revealing test because operational mistakes often come from old context that was never replaced, rather than from an obviously wrong answer.
Inspect what happens after the conversation
Ask to see the output that the next person or role will receive. A transcript can be useful evidence, but a delivery owner also needs the accepted scope, open questions, dependencies and next action. Check that the record distinguishes a draft, an approved decision, an attempted action and a completed result.
Score the work from trigger to finish. Count the manual corrections and repeated explanations your team still performs. Keep those observations separate from a vendor’s general productivity claims; your process and required connections determine your result.
Where GPT Business fits
GPT Business gives owners one AI Manager as the coordination point for a workforce and connected CRM. You can start with a task, work alongside an AI coworker, or define a broader job. Its advantage for this buying problem is the clear starting point: describe what you want done, review the output, and choose how much authority to hand over.
Use the free demo to prepare and challenge a workflow brief. The demo creates drafts and illustrates sales steps; sample agreements and payments are simulations. Assisted activation confirms supported connections, permissions and live scope before customer work begins.
Your working checklist
- Write one responsibility with a clear finish.
- Name the approved facts and their source.
- List the exact actions the workflow needs.
- Decide which exceptions require a person.
- Test changed context and a failed connection.
- Record what proves the work is complete.
Try this in the demo
Use a fictional example and replace the business details with your own approved information. This prompt prepares a draft for review; it does not authorize live actions.
Help me evaluate one AI agent job: preparing a quote from our standard package. List the required facts, supported actions, decisions I should retain and evidence of completion. Include a normal request, a missing fact and a request outside our offer. Produce a brief I can use to compare vendors.
Frequently asked questions
Can an AI agent run every business task?
No single label establishes that scope. Evaluate the supported actions and permissions required for each responsibility, and keep a human owner for decisions outside it.
What should I bring to a GPT Business demo?
A public business description, a short approved offer, and one workflow you want help defining. Use fictional customer details for the evaluation.
To plan and measure a pilot, use evaluating a business AI pilot and measuring AI workforce ROI.
Related reading
Try it with a task from your business
Ask the Manager for a draft you can review. Decide what you want to keep doing yourself. Supported live actions and permissions are confirmed during setup.