Carriers, Freight & Warehouse Operations

Freight Audits Typically Recover 2–5% of Spend. Find It Before You Pay.

AI checks every carrier invoice against your rate cards, BOLs, shipment records, and contracts — across truckload, LTL, ocean, and intermodal. Fuel surcharge above cap, accessorials not in the agreement, weight discrepancies, and duplicate billing land in an owned exception queue before payment.

Start Free 48-Hour Scan Deploy On-Prem
$1.0M
Modeled: 2% of $50M freight spend
Per lane
Rate & Fuel-Cap Checks
Per-field
AI Confidence + Source Page
Named
Owner on Every Exception
Logistics & Supply Chain professionals using InferonIQ AI platform
AI-powered intelligence for logistics & supply chain
Why Logistics & Supply Chain Needs AI

The problems that cost you millions

2–5%

Carrier Overcharges

Freight audit programs commonly recover 2–5% of transportation spend (freight-audit industry estimates) — fuel surcharges above the contracted cap, accessorials not in the agreement, weight and dim errors, and misapplied rate tiers.

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.

Up to 1 in 5

Freight Bill Errors

A 2021 survey of cargo owners and forwarders found up to 1 in 5 freight invoices may be inaccurate. Once a bill is paid, recovery means chasing credits carrier by carrier.

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
Supplier
Amount
Variance
Meridian Supply Co.
$4.2M
+12%
Northwind Components
$2.8M
-3%
Atlas Industrial Group
$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

Proactive Next Best Actions

Ask: “Show carriers with rate overcharges this quarter”

AI responds with data + suggests these context-aware actions:

Apply $127K in earned rate creditsCompare actual vs contracted fuel surcharge capsMonitor when accessorial charges exceed $500/loadAuto-reject future liftgate charges on dock-delivery lanes

Ask → Understand → Recommend → Act → Monitor → Automate

Invoice Intelligence

AI-Powered Freight Invoice Audit for Logistics & Supply Chain

MATCH98.7%$25,200RATE CARD / CONTRACT12 loads / 12,000 miBOL / SHIPMENT$34,200FREIGHT INVOICE
Real Example

“Truckload carrier billed $2.85/mile on 12 Chicago→Dallas loads (~1,000 mi each) — contract rate is $2.10/mile, and fuel surcharge came in at 34% of line-haul vs a 28% cap. $9,000 line-haul overcharge plus $1,512 fuel excess flagged with a lane-level audit trail.”

Carrier invoice checked against rate card, BOL, shipment record, and contract
Carrier rate overcharge detection — billed vs contracted rate by lane
Fuel surcharge cap validation — DOE index compliance
Uncontracted accessorial detection — flag charges outside agreement
Duplicate shipment/BOL billing detection
Weight discrepancy detection — billed vs actual/dim weight
Lane-level variance reporting across all modes
All customer-configurable thresholds — no hardcoded carrier rules
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 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.

Custom Workflow Agents

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 carrier-invoice exception queue — route rate and accessorial variances over $250 to the freight analyst, escalate anything open after 48 hours to the transportation director.”

Threshold routingNamed ownersSLA escalationException queue
Natural-language agent builder — describe what you need
Agent Studio — business users customize instructions
Approval workflows, SLA timers, and escalation routing
Scheduled automation (batch, hourly, per-event)
Connectors: Email, Slack, Teams, S3, SharePoint, REST
Full pipeline observability and audit trail
Agent StudioNo Code
Agent Name
Freight Audit Agent
Industry
Logistics & Supply Chain
Match Configuration
Rate Card / Contract↔BOL / Shipment↔Freight 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.

ORACLESQLServerSNOWFLAKEMERGE✓UNIFIEDRESULT

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

ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAEREpicORACLEHealthFHIR R4HL7v2
+ any database, ERP or EHR
ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAEREpicORACLEHealthFHIR R4HL7v2
+ any database, ERP or EHR

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 Type II — In progress
Role-Based Access
Full Audit Trail
PII / PHI Detection
What to expect

What InferonIQ brings to Logistics & Supply Chain

Modeled figures show their basis. A pilot measures them on your own invoices.

$1.0M
Modeled: 2% of $50M freight spend
Per lane
Rate & Fuel-Cap Checks
Per-field
AI Confidence + Source Page
Named
Owner on Every Exception

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.

Request Free 48-Hour Scan Deploy On-Prem

Read-only access · 48-hour turnaround · No commitment required