Continuous Revenue Integrity

Find the money you're already owed.

Your revenue is growing faster than your finance stack can meter it — so 2–10% of what you've earned quietly slips through the gaps between contracts, usage, and billing. Levee finds every dollar, and files the recovery.

Read-only·Results in days·You keep what we recover
▲ money you're owed — right now
Reconciling: Contracts · Usage · Billing · GLrecovering
Illustrative example
Recoverable this quarterfound across 4 connected systems, last 24 months
$612,400
IDENTIFIED
📊
Usage above tier never rated to invoice 4 accounts
Usage ⇄ Billing: consumption beyond the committed cap, never invoiced for 4 cycles
$248,900
RECOVER
📈
Annual price escalation not applied 11 contracts
Contract ⇄ Billing: contracted uplift lost after mid-year renewal
$142,600
RECOVER
Expired discount still applied auto-fix
Contract ⇄ Billing: promo ended 8 months ago, still deducting
$134,200
RECOVER
Recovery filed for your approval · you keep the full amount
How much for us? →
— The 10-second estimate

How much are you owed?

Pick your revenue band and pricing model to see an illustrative range — then book a free scan for your real number.

Your revenue-leakage estimate
Pick your revenue band and pricing model.
Annual revenue band$50M–$250M
Your pricing model49%
Illustrative annual leakage
$6M$14M
per year, at a representative ~$150M in this band
That's revenue you may have already earned — recoverable, not new sales.
4–9% of revenue · usage-based / ai

Illustrative estimate only. Leak-rate ranges: 3–5% of ARR for subscription SaaS (MGI Research, 2024); 4–9% for usage-based and AI-native billing (MGI Research & industry benchmarks, 2024). Your real figure is computed from your own connected systems, not from these averages.

— A real leak, start to finish

Watch one dollar come back.

Here's how Levee turns a silent gap into recovered cash — the same loop, running continuously across every contract you have. Figures below are illustrative.

1
🔌 Observe
Levee reads your systems — read-only
It connects to the four places your revenue truth lives, and starts reconciling every contract term against what was actually metered, invoiced and collected. Nothing to configure, no data entry.
Contract (CLM)Acme Corp · $1.2M/yr · 3.5% annual uplift
Usage meter71M API calls this period
Billing system50M calls invoiced
GLrevenue recognized: flat
2
💧 Detect
The graph spots what a single system can't
The usage meter says 71M calls. The invoice says 50M. That 21M-call gap is invisible to the billing tool — it only knows what it was told to charge. Levee sees the mismatch the moment it happens.
Metered usage71,000,000 calls
Actually invoiced50,000,000 calls
Gap detected21,000,000 calls unbilled
3
🧮 Quantify
Dollar value, root cause, confidence
Levee prices the gap, traces why it happened, and scores how sure it is — so your team reviews a decision, not a data-dump. No false-positive noise.
Recoverable$418,200
Root causemetering→rating sync gap
Confidence96%
4
💸 Recover
The correction is drafted and filed — you approve
Levee prepares the recovery with the contract clause that backs it, ready for one-click approval. Human-in-the-loop, evidence attached, full audit trail. Levee never moves money itself.
Correction draftedtrue-up invoice · 21M calls
Evidencesigned contract clause §4.2
Statusapproved → recovered
5
🛡️ Prevent
Then it fixes the leak at the source
Recovery is only half the win. Levee closes the upstream gap so this leak never happens again — turning a one-time recovery into permanent revenue integrity.
Prevention rulemetering→rating reconciliation guard
Future leak closed$418K/yr protected
— The silent tax on growth

The customer stays. The revenue quietly disappears.

Unlike churn, leakage is invisible — earned money that was never billed or collected, hidden in the gaps between your systems. The faster you grow and reprice, the more slips through.

3–9%
of revenue lost to leakage in subscription & usage-based models (MGI Research, 2024)
42%
of CFOs describe leakage as systematic, not occasional error (EY, 2024)
45–90d
to catch a leak by manual audit — if it's ever caught at all
— Who we start with

Two lanes, one leak.

The pain is sharpest at AI-native companies — but the same connectors, leak types and self-funding pitch land just as well with high-growth vertical SaaS.

◆ AI-native pricing
AI-native companies
Token, credit and agent-step pricing shipped before finance had the infrastructure to support it. Volatile usage, constant repricing, the highest leak rate of any model.
  • Token overage metered but never rated to invoice
  • Prepaid credits drained by agent runs, never debited
  • Every reprice orphans escalators and minimums
Highest exposure · 4–9% of revenue
◆ Vertical & usage SaaS
High-growth vertical & usage SaaS
Vertical SaaS grows 18–32% a year with 120–140% net retention — increasingly on subscription-plus-usage and embedded payments, but without a large revenue-ops team to catch the drift.
  • Overages, minimums and true-ups that slip the invoice
  • Renewal uplifts and CPI escalators never applied
  • Embedded-payment revenue that goes unreconciled
Same engine · 3–7% of ARR
— Your data stays yours

Read-only, always.

Your revenue data, usage patterns and contract terms are among your most sensitive assets. Levee is engineered so they never leave your control.

👁️
Read-only
We observe and reconcile. We never write to your systems or move money.
📍
In your region
Data stays in your jurisdiction — VPC / in-your-cloud deployment available.
🚫
Never trains on it
Your data is never used to train models or shared across customers.
📋
Full audit trail
Every flagged item and action is logged in an immutable, evidence-backed audit trail.
— Why this beats an audit or a billing tool

Your billing tool runs the invoice. We check it.

Billing platforms execute what they're configured to do. When the config is wrong, they leak confidently. Levee is the independent layer that reconciles what should have been billed against what was.

📋 Audits & single-system tools
  • A once-a-year snapshot, then it's stale
  • Trusts the billing system it's part of
  • Watches one meter — misses cross-system drift
  • Hands you a report; you chase recovery
  • Never learns — same blind spots after every reprice
🕸️ Levee — Continuous Revenue Integrity
  • Runs continuously — catches leaks as they happen
  • Independent of billing — verifies, doesn't just execute
  • Joins usage + billing + contract + GL in one graph
  • Files the recovery for approval, dollar-valued and evidenced
  • Compounds — every recovery sharpens the benchmark
— Architecture, not adjectives

Every figure is computed, then explained.

How a revenue figure is produced determines whether you can defend it months later. Here is how Levee is built — each point is checkable, not a claim.

Deterministic, event-sourced engine
Reconciliation is key-based joining over an append-only event log. The same inputs and the same rule version always produce the same number — never probabilistic matching.
Dollars come from code, not a model
Every monetary figure is produced by explicit, reproducible rules. No language model computes, adjusts, or approves an amount.
The AI narrates, and only narrates
The model explains an already-computed exception. Its output is schema-validated and any number that doesn't match the engine's figure is rejected — so it is structurally unable to state a number the engine didn't compute.
Every figure traces to its source
Each exception links to the exact source event IDs and the rule version that produced it — a lineage a reviewer can follow end to end.
How the category often works

A language model parses documents and produces or estimates the figure, so the number and the model sit close together — harder to reproduce exactly, and harder to trace to a specific source record.

How Levee works

Deterministic code produces the number; the model is fenced off from the arithmetic and used only to explain it. The figure exists, and stays auditable, with or without the model.

— Where it goes next

Land on the leak. Grow into the CFO's OS.

Once Levee is connected to your usage, billing, contracts and GL, the same graph extends across the enterprise — one connector at a time.

💸
Revenue Integrity
live now
📊
Margin & COGS intelligence
📦
Spend & procurement
🧭
Continuous Enterprise Intelligence
Built and validated against real Stripe, Lago, and QuickBooks sandbox integrations.
A deterministic reconciliation engine — every dollar figure is computed by explicit, reproducible rules — paired with an AI narration layer that is structurally incapable of stating a number the engine didn't compute.
— Quick answers

What CFOs ask first.

Doesn’t our billing platform already handle this?+
Your billing platform executes the invoice from its configuration — if the config is wrong, it leaks confidently and consistently. Levee is the independent reconciliation layer that checks what should have been billed (per contract, usage and credits) against what actually was, across every system, continuously. It’s the auditor, not another biller.
What does it cost?+
The first diagnostic is free — you see the recoverable dollars before you pay anything. From there it’s a platform fee plus a success fee on recovered revenue, so it’s self-funding in year one. As Levee shifts you from recover to prevent, it moves to a straight platform subscription.
We’re not an AI company — we’re vertical SaaS. Is this for us?+
Absolutely — often even more so. High-growth vertical SaaS runs on subscription-plus-usage and embedded payments, grows 18–32% a year, and rarely has a large revenue-operations team to catch drift. Same connectors, same leak types, same self-funding pitch.
How fast until we see recoverable dollars?+
Days, not months. Once your systems are connected, the first reconciliation surfaces recoverable items across the last 12–24 months almost immediately — most teams see six figures in the first scan.
Is it safe to connect our financial systems?+
Yes. Read-only, data stays in your region, and Levee never moves money — every recovery is filed for your team to approve, confidence-scored and evidence-backed, with a full immutable audit trail. Reconciliation runs on quantities, amounts and contract terms; personal data is minimized by design and excluded from the model. Levee is not yet SOC 2 or ISO 27001 certified — certification is on our roadmap as we onboard design partners.

See what you're already owed.

Book a free scan. In days, see every recoverable dollar hiding in the gaps — read-only, before you pay anything.

Book your free leakage scan
A short call first — no account, no connection until you've seen how it works.
Read-only · You keep what we recover · We'll never share your details.
First diagnostic free·Read-only·You keep what we recover