Invoice Reconciliation
Invoice reconciliation for the invoices you issue.
We build AI agents that check every invoice you send against VMS hours, contracted rates, and fee schedules — so leakage surfaces before close.
Built with the leading AI platforms
The broken Friday
Not 109 versions of the invoice — 900.
From billing teams we have sat with: operators at PE-backed staffing and workforce platforms, where every client bills through a different VMS portal and reconciliation is one job of twenty.
Nine hundred invoice variations
Not 109 versions of the invoice for 109 VMSs — closer to 900. Every client portal reports hours its own way, and each variation lands on the billing team.
Reconciliation is one of twenty jobs
Your reconcilers carry twenty different tasks in a day; checking invoices is one of them. It happens when there is time — and there usually isn’t.
Where the numbers don’t align
VMS hours, MSP fees, your contracted rates, and the payroll record each keep their own version of the number — and that is where the numbers often don’t align.
The rate creep nobody checks
An invoice goes out at last quarter’s rate, or misses the new fee schedule, because nobody re-reads the contract before billing. The undercharge compounds quietly.
Approve, approve, approve
The last tool’s review screen trained the team to click approve without reading — a human in the loop in name only, while the errors sailed through.
What manual costs
Silent leakage is a margin line, not a rounding error.
What the manual way looks like at a platform billing through a hundred VMS portals. Your numbers will differ — tracing one billing cycle puts figures on yours before anything gets built.
From an anonymized engagement — a PE-backed workforce-management platform billing through 109 VMS intermediaries
How it works
We encode your reconciliation rules.
No new system for your team to learn. The checks your best billing person would run on every invoice become the system — AI agents run them, people review exceptions.
- 01
Trace one billing cycle
We follow a month of invoices from VMS report to cash — which rates applied, which hours matched, where the numbers failed to align.
- 02
Encode the checks
Contracted rates, fee schedules, hour tolerances, markup rules — documented against your contracts and payroll data, encoded as rules you own.
- 03
AI agents check every invoice
Each invoice issued is reconciled against hours, rates, and fees before it goes out; anything that breaks a rule lands in a queue with the reason attached.
Invoice reconciliation software rents you the engine. Your rate rules are the product.
Licensed software ships generic matching rules and a data model your team configures and maintains — per seat, per module. It cannot know your VMS fee schedules or client contracts.
We build AI agents that run in your cloud, against your data, on rules encoded from your contracts. You own the IP; only exceptions reach a person, with the broken rule attached.
Questions
Asked by billing and operations leaders.
The straight answers, before you book anything.
What’s holding your business back?
A workflow ready for automation. An AI product you want to build. A problem that has sat on the roadmap for years. Let’s talk about what it would take to solve it.
Talk to Zaigo

