Operational AI · ROI calculator

What is manual coordination actually costing you?

Three sliders, your numbers, an honest band. This calculator prices the work your team does between systems: re-keying, status chasing, document hunting. It shows assumptions instead of hiding them, because a number you can defend to your CFO beats an impressive one.

01. Your numbers

Slide until it looks like your Tuesday.

Rework from errors and missed handoffs
Manual coordination is costing you about
$151K/yr
Typically absorbed in year one
$53K$90K
Payback on a typical build
627 mo

Assumes 260 working days, 3560% of manual coordination absorbed in year one, and a $45K–$120K build. Planning band, not a quote — the two-week diagnostic produces the real number for your workflows.

02. Where the hours go

The cost hides in the work between systems.

Nobody’s job description says “re-key the same order into three systems,” which is why this cost never shows up on a budget line. It shows up as headcount that scales linearly with volume. The pattern below repeats across nearly every operations team we audit — and the top two rows are almost always the ones operational AI absorbs first.

Fig. — Where the hours gowhat ops teams tell us
Re-keying data between systems
Status chasing: calls, emails, check-ins
Hunting documents at billing time
Exception firefighting
Assembling reports by hand
Relative time sinks across the operations teams we’ve audited. The top two are almost always automatable; the bottom two usually need a person with better information, not a robot.
03. From band to number

The calculator gives a band. The diagnostic gives a number.

A two-week, fixed-fee diagnostic replaces the sliders with your actual workflows: we sit with your operators, time the real handoffs, and produce a written plan that names which workflows to automate, in what order, with an estimate for each. If the math doesn’t clear the bar, the plan says so — that answer costs two weeks instead of a failed project. The method behind it lives on our approach page, and the human-in-the-loop architecture the plan assumes is documented here.