AI WORK ACCOUNTABILITY

Ingest. Verify.
Reconcile. Prove.

From intelligence to accountable work. AI vendors bill in tokens, credits, minutes, seats, tasks or outcomes. Floe connects AI charges, work records, contracts and rules to establish work units completed.

Ingest
Verify
Reconcile
Prove
ONE RECORD. FOUR STATES.

Floe preserves the distinctions.

A bill isn't proof. Verification isn't acceptance.

01
AI Work PerformedActivity recorded
02
BilledCharge claimed
03
VerifiedEvidence checked
04
AcceptedBuyer approved
ENGINEERING WORK

Coding work units.
Evidenced.

Reconcile usage against GitHub PRs, reviews, commits, merges.

LinkedAmbiguousCompletedSupported
AI usageTokens / credits
GitHubPRs / reviews
Work recordsTasks / outcomes
FinancialsInvoices / terms
↓
Evidence-linked work recordSource events · rules · contracts
BUILT FOR EVIDENCE

Bills traced to events.

Billing errors

Charge conflicts with contract terms.

Buyer non-acceptance

Contract-valid work that fails buyer criteria.

FINANCIAL FOUNDATION

AI work records first.
Approvals and settlement follow.

Approvals
Cleared Work
Authorization
Settlement
Floe Cleared Work
July 2026
Billed
12,400
$12,276
log
Reopened < 7d
(640)
($634)
§2.1
Escalated
(310)
($307)
§2.3
No reply < 24h
(220)
($218)
§2.2
Cleared
11,230
$11,118
90.6%
Floe validation.
1 in 10 outcome dollars is disputed.
This is what the argument looks like settled.
confirmedreopenescalation
AI by Seat or Token
Usage-based
Metered (Stripe, Metronome, Orb)
No link to ROI
49%
enterprises reduced agent deployments because costs outran value
35%
enterprises have fully visible AI operating costs
KPMG Global AI Pulse Q2 2026
AI by Task or Outcome
Outcome-based
Links cost to ROI
No independent dispute process
“Arguments over what a resolution is.”
— Decagon
The signed statement becomes the invoice. Then it becomes how the money moves.
PRICING
Free Trial
first cycle
First 3 accounts
1%
at 10+ accounts
On volume Floe reconciles.
FAQ

Before you send us anything

Read-only inputs: the contract or order form, the vendor’s event logs or usage reports, the invoices, an export from the buyer's own system of record (helpdesk, CRM, claims, contact center), and your outcome rules.
Meet the Founder

Who's behind Floe

Floe Labs founders
Alex Christian
Billing, payments, and risk at Western Union, Airwallex, eBay.

Meet the Founder

Who's behind Floe

Floe Labs founders
Alex Christian
Billing, payments, and risk at Western Union, Airwallex, eBay.

FAQ

Before you send us anything

Read-only inputs: the contract or order form, the vendor’s event logs or usage reports, the invoices, an export from the buyer's own system of record (helpdesk, CRM, claims, contact center), and your outcome rules.
FAQ

Before you send us anything

Read-only inputs: the contract or order form, the vendor’s event logs or usage reports, the invoices, an export from the buyer's own system of record (helpdesk, CRM, claims, contact center), and your outcome rules.