Rod Amora

Frameworks & tools

Proofwork.

Proofwork helps you check what AI changed in your firm. Start with how the work gets done, then look at the numbers to see whether a faster task helped the business.

The six parts work together, the Delivery Model Ladder shows where you are, the Four Numbers help you measure the change, and the Production Gap helps you find what is stuck. Then the Readiness Assessment suggests a next step, the ROI Calculator checks how much time saved could reach the business, and the Token Cost Calculator counts the cost of one accepted task.

  1. The Delivery Model Ladder

    See where your firm is today, from people using AI for individual tasks to AI being part of how the whole job gets done. The stage depends on what changed in the work, not which tools you bought.

  2. The Four Numbers

    Track what it costs to win a client and do the work, how many clients stay, and what you charge. These four numbers help you check whether time saved with AI changed the business.

  3. The Production Gap

    If the demo worked but the team cannot depend on it yet, start here. These eleven ways AI projects get stuck each come with a warning sign and something to try next.

  4. The AI Readiness Assessment

    Answer sixteen questions about how your firm works today. You get a place on the Delivery Model Ladder and a short list of things to work on next.

  5. AI ROI Calculator for Businesses

    Estimate how much more work your firm could handle with AI, then check what happens after review, approval, and the other work around it. Saved time still needs somewhere useful to go.

  6. AI Token Cost Calculator

    Work out your AI token bill at current model prices, then add the retries, review, and corrections. That gives you a cost for one accepted task, a finished piece of work you can actually use.