Carriers, Brokers & Underwriting Operations

AI Finance & Vendor Intelligence for Insurance

Automate invoice workflows, analyze spend, manage contracts, and improve finance visibility across insurance operations.

$2.8M
Avg. Annual Savings
65%
Faster Processing
98.9%
Match Accuracy
9x
ROI Year 1
Why Insurance Needs AI

The Problems That Cost You Millions

$15–$30/claim

Claims Vendor Overbilling

Third-party adjusters, repair networks, and medical providers overbill per-claim fees — inflated labor hours, unauthorized services, and duplicate charges cost carriers millions.

200+ vendors

Overlapping Vendor Services

Insurance carriers maintain 200+ vendor relationships with overlapping services — duplicate SaaS licenses, redundant consulting firms, and inconsistent pricing across regions.

50 state DOIs

Multi-State Compliance

Each state Department of Insurance has unique reporting requirements — manual evidence collection for market conduct exams consumes entire compliance teams.

Ask AI

Ask Anything About Your Insurance Data

Natural language queries across all your databases. Answers in seconds, not hours. No SQL required.

inferoniq / Ask AI — Insurance
Ctrl+K
U
"Show claims vendor spend by line of business and region"
Queried 3 databases in 1.4 seconds
Category
Amount
Trend
Top Category
$4.2M
+12%
Second Category
$2.8M
-3%
Third Category
$1.9M
+8%
Show claims vendor spend by line of business and region
Which repair network vendors exceeded approved labor rates?
What TPA invoices have fee discrepancies vs contract?
Show overlapping vendor services across business units
Invoice Intelligence

AI-Powered 3-Way Match for Insurance

MATCH98.7%RATE SCHEDULE$3,200 approvedCLAIM ASSESSMENTClaim #A-7742PROVIDER INVOICE$4,850 billed
Real Example

Auto glass repair network billed $4,850 for windshield replacement — approved rate schedule shows $3,200 max. $1,650 overcharge flagged across 340 claims this quarter.

Vendor invoice automation across business units
Duplicate payment checks and prevention
Multi-level approval workflows
Claims operations cost validation
Provider billing reconciliation
Spend Analytics

Complete Spend Visibility Across Your Insurance Operations

Spend by Category
Suppliers$4.2MOperations$3.1MContracts$2.4MIT / SaaS$1.8MOther$1.1M
Vendor spend by category and service type
Invoice aging analysis across claims vendors
Spend leakage detection on repair and service invoices
DPO tracking and touchless processing rate
Contract Intelligence

AI-Powered Contract Analysis for Insurance

Upload any contract. AI extracts clauses, identifies risks, tracks renewals, and monitors obligations — automatically.

Broker and vendor agreement management
Renewal tracking with notice deadlines
Fee obligation and schedule monitoring
SLA compliance tracking
Contract Intelligence
Master Service Agreement
Section 4.2 — Auto-Renewal Clause
This agreement shall automatically renew for
successive one (1) year periods unless notice
is provided ninety (90) days prior...
AI Extracted
Renewal
Auto — Mar 2027
Notice
90 days
Escalation
Up to 8%/yr
Risk
Medium-High
AUDIT READY
Compliance & Controls

Audit-Ready Controls Built Into Every Workflow

Controls reporting dashboards
Complete audit trail with timestamps
Regulatory evidence collection
Policy compliance monitoring
Document Intelligence

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 GPT-4o 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.

Custom AI Agents

Build AI Agents That Match Your Exact Workflow

No code required. Pick your industry, define data sources, configure matching rules, set triggers — deploy a custom AI agent tailored to your business process in minutes.

No-code agent builder with industry templates
Agent Studio — business users customize instructions
Configurable match rules, tolerances, and strategies
Scheduled automation (batch, hourly, per-event)
ERP export in any format (XLSX, CSV, XML, JSON)
Full pipeline observability and audit trail
Custom Agent BuilderNo Code
Agent Name
Insurance Claims Auditor
Industry
Insurance
Match Configuration
Rate ScheduleClaim AssessmentProvider Invoice
Data Source
Guidewire / Duck Creek
Trigger
Hourly
Tolerance
±2%
Agent ready to deployActivate
InputLearningOutput
Self-Learning Platform

Every Query Makes the System Smarter

inferonIQ learns from every interaction — correction patterns, match decisions, and successful queries feed back into the engine automatically.

Query Memory
50–100ms cached responses. 40–60% hit rate that improves daily.
Auto Glossary
Business terms built from successful queries — your domain language.
Correction Patterns
Auto-extracted from feedback. Replayed at query time.
Threshold Tuning
Match rules auto-optimize from human decisions over time.
Cross-Database Intelligence

One Question. All Your Systems.

Query across Oracle + SQL Server + Snowflake in one question. Parallel execution, automatic join inference, unified results.

ORACLESQLServerSNOWFLAKEMERGEUNIFIEDRESULT

8 SQL Dialects

Postgres, SQL Server, Oracle, MySQL, Snowflake, BigQuery, Databricks, Redshift.

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.

15+ Connectors

Databases, file storage, email, SharePoint, REST APIs — all unified.

Works With Your Entire Stack

Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP
Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP

Why Insurance Teams Choose InferonIQ

Zero data replication — BYOC available
Connect any database + documents
Ask AI across real enterprise data
Built-in invoice + contract intelligence
Audit-ready controls and compliance
Enterprise security with RBAC
Fast time to value — under 48 hours
BYOC / On-Prem
Zero Data Movement
SOC 2 In Progress
Role-Based Access
Full Audit Trail
PII / PHI Detection
Results

Real Outcomes for Insurance

$2.8M
Avg. Annual Savings
65%
Faster Processing
98.9%
Match Accuracy
9x
ROI Year 1

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