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.

  • AI implementation services
  • AI agents in your cloud
  • Your rates and rules, encoded
  • Only exceptions reach a person

Built with the leading AI platforms

NVIDIAAnthropic
Peter Enestrom, founder of Zaigo

Led by Peter Enestrom and the Zaigo AI & engineering team

YaleColumbia UniversityMicrosoft

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.

~900Invoice variations arriving across 109 VMS intermediaries at one workforce platform
20Tasks in a reconciler’s day — checking the invoice against hours and rates is one
Weeks laterWhen an under-billed invoice surfaces today: at close, after the money conversation is over

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.

  1. 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.

    Weeks 1–2
  2. 02

    Encode the checks

    Contracted rates, fee schedules, hour tolerances, markup rules — documented against your contracts and payroll data, encoded as rules you own.

    Yours to keep
  3. 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.

    Every invoice
Not another license

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.

Peter Enestrom, founder of Zaigo
Who builds it

Led by Peter Enestrom.

Co-Founder — leads AI & Engineering

Pete Enestrom

Every engagement is led personally by Pete, working with the Zaigo AI & engineering team from the two-week audit through the production handover. The person who scopes the work is the person who builds it.

Education
Yale & ColumbiaGraduate
Background
Microsoft & IntelFormer
Experience
Exited FounderVenture-Backed

Background

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