How to evaluate an AI workforce platform: an operator’s checklist

Define the business result first

Write one sentence describing the outcome you need, not the feature you want. “Every qualified inquiry reaches the right owner with a complete record” is testable. “Add AI to sales” is not. Collect five recent examples of the work, including a normal case, missing information, a conflicting request and a case that required a person.

Use those examples as your demonstration set. A useful platform should show how it reads approved knowledge, asks for missing context, moves work to the right owner and records the result.

Test six capabilities in a real workflow

Score each item from 0 to 2: absent, partial or demonstrated. Require the vendor to show the workflow with your example data in a protected test environment. A slide or a channel logo is not evidence of an end-to-end result.

• Knowledge: Can an operator identify and update the approved facts used in a response?
• Connections: Does the exact channel or tool needed for this workflow work in your plan and workspace?
• Permissions: Can a task be limited to read, draft or approved action rather than broad access?
• Handoff: Can a person see the reason, source and current state before taking over?
• Verification: Does the system distinguish “requested” from “completed” using a tool result or human confirmation?
• Recovery: What happens when the provider fails, a record is missing or the action is declined?

Calculate the whole cost

Include subscription, usage credits, provider charges, implementation time and the staff time needed for review. Ask which volumes, channels and OmniForces are included in the plan, and what happens at the limit. The public plan comparison explains Eyeleven allocations, while the confirmed checkout terms govern a purchase.

Compare the cost to a baseline outcome, such as qualified requests resolved correctly per month. Do not count a generated reply as a resolved request. If the work changes teams or systems, include that handoff in the denominator.

Run a controlled pilot

Choose one workflow and an accountable owner. Connect only the required tools, supply approved business knowledge and set the review boundary. Run the five examples, then observe live work only after the team understands the exception path. Record false completions, missing context and unnecessary escalations before expanding.

For Eyeleven, a useful starting point is selecting one OmniForce department and following the workspace setup guide. The exact actions available depend on your configured plan and connections.