Federal agencies reported about $186B in improper payments in FY 2025 (GAO). Duplicate invoices, billing above ceiling prices, payments without a valid obligation. AI checks every vendor invoice before disbursement and keeps every review and approval on the record.

Agencies reported about $186B in improper payments across 64 programs in FY 2025, up $24B (GAO-26-108694). Vendor payments carry the same risks: duplicate invoices, unsupported charges, and billing above ceiling or obligated amounts.
Invoices that exceed the obligated amount on a task order or grant create Anti-Deficiency Act exposure — and without line-level checks across programs and fund codes, finance finds out after the money is gone.
IG and GAO auditors ask for the invoice, obligation, receiving report, and approval behind each payment — and pulling them from disconnected financial and procurement systems takes weeks.
Natural language queries across all your databases. Answers in seconds, not hours. No SQL required.
Proactive Next Best Actions
Ask: “Show invoices exceeding GSA schedule ceiling prices”
AI responds with data + suggests these context-aware actions:
Ask → Understand → Recommend → Act → Monitor → Automate
“IT services vendor billed $156,000 against a $133,000 obligated task order — $23,000 excess flagged before disbursement with full obligation trail.”
Upload any contract. AI extracts clauses, identifies risks, tracks renewals, and monitors obligations — automatically.
Invoices, contracts, PDFs, scanned documents — upload anything. AI classifies, extracts data, embeds for search, and makes it queryable in seconds.
Upload files, connect SharePoint, OneDrive, S3, email — or drag and drop. All formats supported.
Auto-classifies document type (invoice, contract, legal, PO) and extracts structured data with AI vision.
Click any document for instant AI analysis: Clause Clarity, Risk Analysis, Key Terms, Line Audit, Tax Check, and more.
Not just dashboards — operational workflows with approvals, routing, alerts, and SLAs. Describe what you need in natural language. InferonIQ builds, connects, and deploys a working app in minutes.
Try this in Agent Studio:
“Track contract renewals — 90 days before expiry, notify legal team on Teams, require sign-off, export renewed list monthly.”
inferonIQ learns from every interaction — correction patterns, match decisions, and successful queries feed back into the engine automatically.
Query across Oracle + SQL Server + Snowflake in one question. Parallel execution, automatic join inference, unified results.
Postgres, SQL Server, Oracle, MySQL, Snowflake, BigQuery, Databricks, Redshift and more.
FK matching, business key matching, and composite key discovery across databases.
Queries execute simultaneously across systems. Results merged and deduplicated.
Databases, ERPs, file storage, email and SharePoint — anything else over JDBC or REST API.
Works With Your Entire Stack
Modeled figures show their basis. A pilot measures them on your own invoices.
Free 48-hour scan. We connect to your data, find the waste, and deliver a report with specific dollar amounts. If we find nothing — you pay nothing.
Read-only access · 48-hour turnaround · No commitment required