Stores, Warehouses & Omnichannel Operations

AI Vendor, Spend & Contract Intelligence for Retail

Automate supplier invoice controls, analyze spend, monitor contracts, and gain faster answers across retail finance operations.

$2.4M
Avg. Annual Savings
78%
Faster Dispute Resolution
98.5%
Match Accuracy
10x
ROI Year 1
Why Retail & eCommerce Needs AI

The Problems That Cost You Millions

4–7%

Supplier Promotional Fraud

Suppliers invoice at standard shelf price instead of contracted promotional rates — 4–7% of promotional invoices contain pricing errors that go undetected.

10,000+ SKUs

Category Spend Blindness

Category managers cannot see real-time spend across thousands of SKUs, hundreds of suppliers, and multiple distribution centers without AI.

$500K–$3M/yr

Rebate & Allowance Leakage

Missed volume rebate tiers, untracked scan allowances, and vendor non-compliance on markdown funding leak significant revenue annually.

Ask AI

Ask Anything About Your Retail & eCommerce Data

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

inferoniq / Ask AI — Retail & eCommerce
Ctrl+K
U
"Show vendor spend by store, category, and DC"
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 vendor spend by store, category, and DC
Which suppliers missed promotional pricing this month?
What rebate tiers are we close to hitting this quarter?
Show chargeback and deduction disputes by supplier
Invoice Intelligence

AI-Powered 3-Way Match for Retail & eCommerce

MATCH98.7%PURCHASE ORDER$8.49/unitDC RECEIPT5,000 unitsSUPPLIER INVOICE$9.99/unit
Real Example

Supplier invoiced 5,000 units at $9.99 (standard) — PO specifies $8.49 promo rate per deal sheet. $7,500 overcharge caught before payment.

Supplier invoice matching with ASN validation
Duplicate invoice detection across stores
Promotional billing and allowance checks
AP exception management and routing
Chargeback and deduction reconciliation
Spend Analytics

Complete Spend Visibility Across Your Retail & eCommerce Operations

Spend by Category
Suppliers$4.2MOperations$3.1MContracts$2.4MIT / SaaS$1.8MOther$1.1M
Vendor spend by category and invoice volume
Invoice aging and overdue exposure analysis
Spend leakage detection across merchandise invoices
DPO tracking and touchless processing rate
Contract Intelligence

AI-Powered Contract Analysis for Retail & eCommerce

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

Supplier terms and pricing agreements
Rebate tracking and compliance
Renewal alerts and negotiation support
Promotional 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

Approval policies by spend threshold
Contract adherence monitoring
Complete audit trail for all transactions
Vendor 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
Retail Vendor Auditor
Industry
Retail & eCommerce
Match Configuration
Purchase OrderDC ReceiptSupplier Invoice
Data Source
SAP Retail / Oracle Retail
Trigger
Nightly batch
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 Retail & eCommerce 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 Retail & eCommerce

$2.4M
Avg. Annual Savings
78%
Faster Dispute Resolution
98.5%
Match Accuracy
10x
ROI Year 1

Ready to Transform Retail & eCommerce 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