Carriers, Freight & Warehouse Operations

AI Freight Audit & Spend Intelligence for Logistics

Validate carrier invoices, monitor contract rates, analyze logistics spend, and improve operational visibility.

$1.4M
Avg. Annual Savings
90%
Faster Freight Audit
97.8%
Match Accuracy
8x
ROI Year 1
Why Logistics & Supply Chain Needs AI

The Problems That Cost You Millions

2–5%

Carrier Overcharges

Carriers overbill 2–5% of freight spend through incorrect fuel surcharges, unauthorized accessorial charges, weight discrepancies, and misapplied rate tiers across thousands of shipments.

1,000s of lanes

Rate Compliance Chaos

Tracking contracted vs actual rates across thousands of origin-destination lanes, multiple carriers, and varying service levels is manually impossible at scale.

50K+ /month

Freight Bill Backlog

High-volume freight billing creates a 30–60 day audit backlog — carriers count on payment before errors are found, making recovery difficult and costly.

Ask AI

Ask Anything About Your Logistics & Supply Chain Data

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

inferoniq / Ask AI — Logistics & Supply Chain
Ctrl+K
U
"Show freight spend by carrier, lane, and service level"
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 freight spend by carrier, lane, and service level
Which carriers have the most fuel surcharge overcharges?
What shipments were billed at incorrect weight brackets?
Show accessorial charges that exceed contract allowances
Invoice Intelligence

AI-Powered 3-Way Match for Logistics & Supply Chain

MATCH98.7%RATE CONTRACT$34,200BILL OF LADING12 loadsFREIGHT INVOICE$34,200
Real Example

LTL carrier billed $2.85/mile on 12 loads (Chicago→Dallas) — contract rate is $2.10/mile. $9,000 overcharge caught with lane-level audit trail.

Freight bill matching against contracted rates
Duplicate carrier invoice detection
Surcharge validation and compliance
AP automation with carrier payment routing
Lane-level variance reporting
Spend Analytics

Complete Spend Visibility Across Your Logistics & Supply Chain Operations

Spend by Category
Suppliers$4.2MOperations$3.1MContracts$2.4MIT / SaaS$1.8MOther$1.1M
Carrier and vendor spend by category and volume
Invoice aging with overdue freight payment tracking
Spend leakage detection across carrier invoices
DPO monitoring and vendor risk scoring
Contract Intelligence

AI-Powered Contract Analysis for Logistics & Supply Chain

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

Carrier rate agreement management
Fuel surcharge terms and validation
Renewal tracking and rate benchmarking
SLA obligation monitoring
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

Rate adherence monitoring
Approval controls by spend threshold
Audit evidence collection
Carrier compliance scoring
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
Freight Audit Agent
Industry
Logistics & Supply Chain
Match Configuration
Rate ContractBill of LadingFreight Invoice
Data Source
TMS / Oracle Transport
Trigger
Every load
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 Logistics & Supply Chain 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 Logistics & Supply Chain

$1.4M
Avg. Annual Savings
90%
Faster Freight Audit
97.8%
Match Accuracy
8x
ROI Year 1

Ready to Transform Logistics & Supply Chain 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