AOC OPPORTUNITY VALIDATION TOOLKIT

Test the problem before you build the business.

Use this worksheet to validate AI Workflow Automation Service with a small real-world test. The goal is evidence—not a polished brand, a giant software stack or an income projection.

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01 · HYPOTHESIS

What are you trying to prove?

A business with repetitive handoffs or copy/paste work will pay to remove one measurable workflow bottleneck.

LOW-RISK TEST

Automate one narrow process with a clear trigger, owner, approval point and recovery path.

Keep the first test small enough to complete quickly, but real enough that a prospect has to react to an actual offer or deliverable.

01 State the assumption What has to be true for this opportunity to work?

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02 Run one small test Use a real prospect, real workflow and real deliverable.

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03 Capture evidence Look for behavior, urgency, willingness and delivery proof.

VALIDATION WORKSHEET

Define the smallest credible test.

Type directly into the worksheet. AOC does not store these answers on the server.

02 · WHO IS THE CUSTOMER?

Small businesses, agencies, professional offices, sales teams and operations-heavy organizations.

03 · WHAT PAINFUL PROBLEM ARE YOU TESTING?

Teams lose time to repetitive handoffs, copy/paste work, status updates and manual follow-up.

04 · WHAT IS THE SMALLEST OFFER?

Automate one narrow process with a clear trigger, owner, approval point and recovery path.

05 · WHAT WILL COUNT AS PROOF?

Document the old process, new workflow, minutes saved, errors reduced or follow-up speed improved.

CUSTOMER CONVERSATIONS

Ask before you pitch.

These questions are designed to uncover the current process and pain. Do not lead the prospect toward the answer you want.

Which task gets repeated every day or week?

Where does work get copied between systems?

Which mistakes or delays are most expensive?

Who needs to approve exceptions?

LISTEN FOR SIGNAL — NOT COMPLIMENTS

What people do matters more than what they say.

Do not count “that sounds interesting” as validation. Listen for evidence of an existing problem, urgency to solve it, willingness to test a solution and a clear next action.

WEAK SIGNAL“That’s a cool idea.”Interest without action.

BETTER SIGNAL“We deal with that now.”Acknowledged current pain.

STRONG SIGNAL“Can we test this?”Behavior and willingness.

06 · FIND REAL SIGNAL

Take the questions into the field.

Find 10 businesses with visible operational complexity and ask about repetitive admin work rather than pitching “AI automation.”

Do not pitch all 10–15 people.Use the first conversations to learn. Refine the problem and pilot as patterns emerge.

Suggested first test 10–15 qualified prospects or customer conversations

01Record the languageUse the words prospects use to describe the problem.

02Look for repetitionOne opinion is anecdotal. Patterns are more useful.

03Ask for a next stepA pilot, introduction, follow-up or other concrete action creates stronger evidence.

07 · PASS / FAIL CRITERIA

Decide before emotion takes over.

A “yes” from friends is not validation. Look for behavior, urgency, willingness to pilot and evidence that the delivery can work.

A prospect can name a repetitive pain worth fixing One workflow can be isolated without rebuilding the entire operation The pilot creates measurable time, speed or error improvement

PROCEED

Continue when customer pain is real, the pilot is deliverable and at least one qualified prospect is willing to take a meaningful next step.

REFINE

Change the customer, problem, offer or workflow when interest exists but the proposed solution is too broad, hard to explain or difficult to deliver.

STOP

Walk away when you cannot find urgency, willingness to test or a credible path to delivering the result.

KEEP THE WORK MOVING

Keep this validation framework.

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