Stop Absorbing Scope Creep. Bill Every Change.
CellMargin OS turns customer-caused scope changes into approved change orders — before your engineers eat the cost.
Built on the acceptance-to-cash workflow used by multi-OEM cobot integrators
View pilot pricing · Creditable founding-pilot deposit
Line 4 Palletizing Cell
Palletizing + machine-tending
Recovered margin
$13,800
approved & billable
At-risk margin
$4,400
unbilled / mis-flagged
Every figure here is authorized by a named human against attached FAT/SAT evidence — the AI only proposes the disposition.
Where the margin leaks
Every un-billed change order this quarter is margin you can't get back
Customer-caused scope changes get absorbed without a change order
Post-install work is written off as warranty instead of billed
Nobody can prove what was promised when the invoice is disputed
From promise to verified margin
A single graph carries every commitment from what you promised, through the evidence and the customer's named buyoff, to the dollars you can defend. AI drafts and suggests at every step — a human authorizes every acceptance and every invoice.
- 01
Promise register
Every commitment from the quote and SOW captured as a versioned promise.
- 02
Acceptance criterion
Each promise gets a testable criterion tied back to the contract line.
- 03
FAT/SAT evidence
Photos, logs, and sign-off sheets attached to the criterion they prove.
- 04
Named customer buyoff
A named customer accepts on the record — the moment responsibility shifts.
Human authorizes - 05
Invoice entitlement
Buyoff releases the milestone invoice a human authorizes — never the AI.
Human authorizes - 06
Verified margin
Recovered vs at-risk gross profit, reconciled and defensible.
Protect every dollar of project margin
Built on the acceptance-to-cash workflow used by multi-OEM cobot integrators
CellMargin OS drafts change orders, classifies service calls, and flags at-risk margin — but it never accepts work or releases money. Every dollar is authorized by a named person, with the evidence trail to defend it.
Every un-billed change order this quarter is margin you can't get back
See the margin you're leaking in a five-minute synthetic sandbox
Walk a synthetic palletizing-cell project from promise to cash — no real customer data — and watch recovered gross profit appear.
Product framing: $900/mo · founding pilot reserved with a fully creditable $500 deposit.