Financial Intelligence & Revenue Auditing
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Domain-Specific Solutions

Financial Intelligence & Revenue Auditing

AI that reads your MSAs, invoices, and transactions to instantly surface revenue leakage.

Overview

Our financial intelligence systems connect to your transaction database, master service agreements, and invoice records to build a real-time map of your revenue flows. The AI cross-references contracted terms against actual invoicing to surface discrepancies, missed escalators, and billing gaps — delivering a living revenue audit dashboard your finance team can act on daily.

Material
Billing discrepancies surfaced
~48h
Rough time to first insights
Varies
Leakage found (project-dependent)

Implementation Pipeline

01

Data Source Connection

Ingests from ERP, billing systems, banking APIs, and document archives.

02

Contract Parsing

AI reads MSAs and extracts pricing terms, escalators, and milestone conditions.

03

Transaction Cross-referencing

Every invoice matched against contracted terms at line-item level.

04

Anomaly Detection

ML models flag under-billing, missed escalators, and duplicate charges.

05

Leakage Dashboard

Real-time dashboard showing flagged items, estimated impact, and recovery actions.

Use Cases

Revenue Leakage Recovery
Billing Accuracy Audits
MSA Compliance Monitoring
Invoice Reconciliation
Finance Team Augmentation

Start Your Project

Share your requirements and we'll put together a tailored deployment plan.

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Prompt response

Technology Stack

GPT-4o VisionUnstructured.ioPostgreSQLdbtPower BI / Metabase