MeasurelessSet the baseline
Measure task volume, handling time, labor value, and existing rework before modeling improvements.
The economics of useful intelligence
Big possibility.
Actual numbers.
What is an AI workflow worth after review time, retries, and operating costs? Explore the assumptions and see where the economics start to work.
No magical savings. Every assumption is yours to change.
01Review time included
02Costs made explicit
03Capacity ≠ cash savings
A model you can question
Does the math work?
Compare today’s process with an AI-assisted one. Model labor capacity, recurring costs, rework, and setup payback.
Your assumptions
Currency is USD. Time saved is modeled labor capacity, not guaranteed cash savings. No model pricing is fetched.
Your modeled economicsLIVE CALCULATION
Put the excitement to the test
Measure the workflow.
Then make the bet.
Model cost is one part of the picture. Human review, ongoing oversight, and corrections often decide whether an automation earns its place.
Read the field guide ↗Include the hidden work
Add review, extra runs, fixed operating costs, oversight, and expected corrections.
Pressure-test the result
Change volume and review time. Look for a durable advantage rather than a single optimistic scenario.
A few good questions
Numbers with context.
Are these guaranteed savings?
No. The result values labor capacity at your chosen hourly rate. It becomes cash savings only if actual spending changes. Validate the assumptions with a pilot.
Does the model include every cost?
It includes the inputs shown. Add subscriptions and infrastructure to fixed costs. It does not model taxes, discount rates, financing, or changes in revenue.
How is payback calculated?
One-time setup cost divided by positive modeled monthly net value. If net value is zero or negative, there is no modeled payback.
Does my work leave this browser?
No. Version 1.0 processes your inputs on this device. Draft saving is optional. You can export your work without creating an account.
An honest starting point