Is the estimate a promise of savings?
No. It is a directional model based on the volume, time, cost, and friction you enter. A real project begins by validating those assumptions against the workflow.
Free 3-minute assessment
Quantify the manual work, see the realistic opportunity range, and generate an agent blueprint with a human checkpoint—before paying to build anything.
Skip to the calculatorBuilt for
Operators who can name a repeated job (intake, documents, support, reporting) and put a number on volume.
You leave with
A cost range, a priority label, and an agent sketch you can send to Mohamed.
Setup
3 min · No account · Nothing stored
Pick the workflow that actually repeats — not the one that sounds impressive.
Enter weekly volume, minutes per item, and a loaded hourly cost.
Say how messy the process is (friction).
Read the opportunity range. It is directional, not a savings promise.
Optional: leave your email if you want a human read on whether to build.
Do this well. Use real last-month volume, not a hopeful forecast.
Choose the repeated work
Not every AI job needs an agent. Answer five questions about frequency, finished output, tools, risk, and review. Get a plain recommendation before you buy another tool.
2 min · RunPaste a buyer, seller, renter, or inbound message. The scorer extracts contact, intent, budget, and timeline, then drafts a reply. It runs in your browser and does not save the text.
1 min · RunCustom software wins when the process is the business. Off-the-shelf wins when the category is solved. Answer four questions about uniqueness, weekly tax, tool sprawl, and the cost of a wrong click.
2 min · RunBefore you automate
No. It is a directional model based on the volume, time, cost, and friction you enter. A real project begins by validating those assumptions against the workflow.
The work should happen repeatedly, use information the system can access, have a clear successful outcome, and include a safe human path for uncertainty or exceptions.
If you submit the result, Mohamed reviews the assumptions and recommends whether to automate, simplify the process first, or leave it alone.