Claims Vendors Bill Above the Rate Schedule. Check Every Invoice.
Independent adjusters inflate hours. Repair networks exceed approved rates. Medical bills arrive twice. AI checks every claims-vendor invoice against contracted rates across all lines of business, and routes the exceptions to a named owner.
The problems that cost you millions
Claims Vendor Overbilling
Independent adjusters, repair networks, glass, towing, and medical providers bill above approved rate schedules — inflated hours, services outside the assignment, and duplicate charges, multiplied across thousands of claims.
Overlapping Vendor Services
Carriers maintain hundreds of vendor relationships with overlapping services — duplicate SaaS licenses, redundant consulting firms, and inconsistent pricing across regions.
Multi-State Compliance
Insurance is regulated state by state — 50 states, DC, and five territories (NAIC). Each can run market conduct exams, and pulling evidence by hand consumes compliance teams.
Ask anything about your Insurance data
Natural language queries across all your databases. Answers in seconds, not hours. No SQL required.
AI-Powered Claims Vendor Rate Validation for Insurance
“Auto glass vendor billed $4,850 for a windshield replacement — the approved rate schedule caps it at $3,200. $1,650 over schedule flagged before payment; Ask AI then lists every other claim that vendor billed above the cap this quarter.”
Complete spend visibility across your Insurance operations
AI-powered contract analysis for Insurance
Upload any contract. AI extracts clauses, identifies risks, tracks renewals, and monitors obligations — automatically.
Audit-ready controls built into every workflow
Upload any document. AI understands it.
Invoices, contracts, PDFs, scanned documents — upload anything. AI classifies, extracts data, embeds for search, and makes it queryable in seconds.
Multi-Source Ingestion
Upload files, connect SharePoint, OneDrive, S3, email — or drag and drop. All formats supported.
AI Classification & Extraction
Auto-classifies document type (invoice, contract, legal, PO) and extracts structured data with AI vision.
Smart Edit — 8 AI Actions
Click any document for instant AI analysis: Clause Clarity, Risk Analysis, Key Terms, Line Audit, Tax Check, and more.
Describe a workflow. Get a live app. In plain English.
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:
“Build a claims-vendor invoice queue — route bills above the rate schedule to the vendor manager, escalate anything open after 5 days, and alert the team in Teams.”
Every query makes the system smarter
inferonIQ learns from every interaction — correction patterns, match decisions, and successful queries feed back into the engine automatically.
One question. All your systems.
Query across Oracle + SQL Server + Snowflake in one question. Parallel execution, automatic join inference, unified results.
Dialect-native SQL
Postgres, SQL Server, Oracle, MySQL, Snowflake, BigQuery, Databricks, Redshift and more.
Auto Join Inference
FK matching, business key matching, and composite key discovery across databases.
Parallel Execution
Queries execute simultaneously across systems. Results merged and deduplicated.
Connects to anything
Databases, ERPs, file storage, email and SharePoint — anything else over JDBC or REST API.
Works With Your Entire Stack
Why Insurance teams choose InferonIQ
What InferonIQ brings to Insurance
Modeled figures show their basis. A pilot measures them on your own invoices.
Ready to transform Insurance finance?
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