Enterprise Intelligence · Self-Learning AI · Zero Semantic Modeling

Build Enterprise Apps on
Your Data Using AI.

Describe a workflow in plain English — InferonIQ builds the system. Approvals, routing, alerts, SLAs, and full orchestration across your databases, documents & emails.

Agent Studio · NL2SQL · Invoice matching · Contract monitoring · 90+ languages · Buy one or deploy all

< 3s
First Query
50ms
Cached Response
14+
Native Connectors
90+
Languages
0
Data Leaves Your Network
inferoniq / Enterprise Intelligence

What teams are asking today

NL2SQL
Show top 10 suppliers by spend across all ERPs
Agent Studio
Build an invoice exception app with auto-routing & Slack alerts
Invoice Agent
Which vendors overcharged us this quarter?
Contract Agent
Contracts renewing in 90 days with auto-escalation?
All agents responding — avg 1.8s first query · 50ms cached
Choose Your Starting Point

Four Capabilities. One Platform.

Every agent delivers value on its own. Start where your team needs it most — add more when you're ready.

Zero Setup

NL2SQL Intelligence

Ask your data anything in plain English

Try on your data
No Code

Agent Studio

Build operational apps from prompts

See examples
Gain-Share Available

Invoice Intelligence

Free 48-hour scan — up to 50 invoices

Request free scan
Risk Reduction

Contract Intelligence

Clause extraction, risk scoring & compliance

Talk to sales
Zero data movement · Your data never leaves
BYOC · On-prem · Private VPC

Connects to Your Entire Stack

ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAER
+ any database or ERP
ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAER
+ any database or ERP
One Platform, Four Capabilities

Describe the Workflow. InferonIQ Builds the System.

NL2SQL powers natural-language access. Agent Studio turns prompts into live operational apps. Invoice & Contract agents handle domain intelligence. Each works independently or together.

Core Engine

NL2SQL Intelligence

Ask any database in plain English

Cross-database federated queries
Auto-infer joins, filters & metrics
8 native SQL dialects
Self-learning query memory (50ms)
Works across any ERP or warehouse
Included in all plans· Powers everything
Orchestration

Agent Studio

Build operational apps from prompts

Describe workflow in natural language
Approvals, routing & escalation
SLA timers & threshold alerts
Slack, Teams, Email notifications
Any industry, any data source
Included with NL2SQL· No code required
Financial AI

Invoice Agent

3-Way Match + Full AP Automation

7-phase Invoice ↔ PO ↔ Receipt matching
Duplicate detection & anomaly alerts
AI vendor dispute emails (1-click)
Early payment discount calculator
Multi-language OCR (90+ languages)
Includes NL2SQL + Studio· Gain-share available
Legal AI

Contract Agent

Contract Intelligence + Risk Analysis

AI extraction of renewals & clauses
Vendor co-op & allowance tracking
Liability & compliance monitoring
Portfolio risk with proactive alerts
Clause clarity & risk scoring
Includes NL2SQL + Studio· Standalone or bundled
How It Works

Five Steps. Fully Autonomous. Real Results.

Click each step to explore how inferonIQ agents process your data end-to-end — from ingestion to intelligence.

Step 1 of 5

Connect Any Source

Pull invoices, contracts, and databases from any system. Read-only connections — your data never moves.

Oracle / SAP / ERPInvoice
SQL Server / SnowflakeNL2SQL
PDFs & ScansInvoice
Contracts & AgreementsContract
Email / OutlookAll
+ Any JDBC / ODBCNL2SQL
Platform Architecture

One Pipeline. Three Agent Outputs. Zero Data Movement.

INFERONIQ AI PIPELINEDATA SOURCESOracle / SAPSQL ServerSnowflakeBigQueryPostgreSQLNetSuite / XeroSharePointEmail / OutlookOneDrive / S3PDFs & Scans+ Any SourceAI CATALOGSchema DiscoveryAI DescriptionsFK InferenceVector Embeddings💬NL2SQL AgentMulti-candidate SQLSelf-healing pipelineCross-DB federation💰Invoice Agent7-phase 3-Way MatchDuplicate detectionOverbilling recovery📜Contract AgentClause extractionRisk scoringRenewal monitoringOUTCOMES📊Instant Answers & AnalyticsCharts, tables, SQL lineage💵Cash Recovery & AP SavingsExceptions, duplicates, overbilling⚖️Risk Scores & Contract IntelRenewals, escalations, obligations⚙️Custom Agent BuilderOrchestration · Workflows · No CodeSELF-LEARNING FEEDBACK LOOP
Financial Intelligence

We Find the Money. You Keep Most of It.

AI scans every invoice, PO & receipt in your ERP — finds hidden overcharges, duplicate payments & contract leakage in 48 hours. No templates. No rules. No training required.

78%
STP Rate
1.2s
Avg Match
90+
Languages
INVOICE$12.5KPO$12.5KRECEIPT1,000AI ENGINE3-Way MatchAnomaly ScanMATCHED847 invoices98.7%!EXCEPTIONSPrice variance$2,100Qty mismatch-100Duplicate$850$2,950 saved
3-Way Match Engine
247 Matched12 Exceptions
Invoice
$12,500.00
INV-2024-4891
Purchase Order
$12,500.00
PO-4501
Goods Receipt
1,000 qty
GR-7892
3-Way Match: PASS
Price, quantity, and terms verified
98.7%
Confidence
Exception: Qty Variance
INV-4892 · Invoiced 500 · Received 480
-$2,100
Overbilled
Invoice + Contract Intelligence

Two Agents. One Cross-Check.

The Invoice Agent reads what you're being charged. The Contract Agent knows what you agreed to. Together, they surface money you'd never find manually.

Freight Leakage

Invoice Agent: Invoice includes $18,000 freight surcharge.
Contract Agent: Freight is included in base price per contract §4.2.
↳ Recovery: Non-contract freight charges detected — $18,000 recovery.

Missed Rebate Dollars

Invoice Agent: Invoices show 60,000 cases purchased this quarter.
Contract Agent: 2% rebate triggers at 50,000 cases per agreement.
↳ Recovery: Rebate earned but not credited by supplier: $84,000.

Supplier SLA Breach

Invoice Agent: Receipts show repeated shortages and late deliveries.
Contract Agent: Fill rate must be 98%. Delivery within 5 business days.
↳ Recovery: Fill rate dropped to 91%. 6 late deliveries — penalty clause applies.

Expired Agreement Spend

Invoice Agent: New invoices still arriving from this vendor.
Contract Agent: Agreement expired 45 days ago. No renewal on file.
↳ Recovery: Active spend under expired terms — no pricing protection.
End-to-End AP Automation

From Receipt to ERP Posting. Zero Manual Steps.

Complete invoice lifecycle — AI handles extraction, matching, approval routing, vendor disputes, and ERP posting. No templates. No rules to write.

01
Receive
Email, scan, upload
02
Extract
AI OCR — zero templates
03
Validate
3-Way Match + rules
04
Approve
STP or escalate
05
Resolve
AI vendor emails
06
Post
ERP booking

Straight-through processing tracks % of invoices with zero human touch. Self-learning rules adapt per vendor automatically.

Built for the teams that own the data — and the dollars.

Analytics teams, CFOs, Controllers & Legal Ops deploy InferonIQ to query any database in plain English, automate invoice processing, and monitor contract risk — in their own cloud.

HIPAA & SOX Compliant
BYOC — Your Cloud, Your Data
Zero Data Movement
Gain-Share Pricing
CONTRACT.PDFAUTO-RENEWALMar 2027ESCALATION8% / yrLIABILITY CAP$500K
Contract Intelligence

Never Miss a Renewal or Escalation Clause.

AI extracts every auto-renewal date, price escalation, liability cap, and obligation from your contract portfolio. Risk-scored and monitored 24/7 with proactive alerts.

Auto-renewal & notice period extraction
Price escalation clause detection
Vendor co-op & marketing allowance tracking
Volume rebate & incentive program analysis
Liability cap & compliance monitoring
Portfolio risk dashboard & Q&A
Contract Intelligence
Master Service Agreement
Section 4.2 — Automatic Renewal
This agreement shall automatically renew for successive
one (1) year periods unless either party provides written
notice of non-renewal at least ninety (90) days prior to...
Section 7.1 — Price Escalation
Vendor may increase pricing by up to 8% annually upon
written notice, effective at the start of each renewal...
AI Extracted
Renewal
Auto — Mar 2027
Notice Period
90 days
Escalation
Up to 8% / yr
Liability Cap
$500K
Risk Score
Medium-High

Multi-Agent Architecture

Specialized AI agents that reason together — not workflow automations.

Build custom agents for any industry. No code. Deploy in minutes.

Invoice Agent
Contract Agent
Query Agent
OracleSAPSQL ServerNetSuiteEmail / OutlookSharePoint
Agent Studio — Orchestration Engine

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. No code. No tickets.

CPG: Invoice exception review with auto-route to procurement
Healthcare: Claims adjudication with SLA escalation
Manufacturing: Supplier quality monitoring with threshold alerts
Retail: Returns processing queue with approval routing
Finance: Daily bank reconciliation with mismatch flagging
Legal: Contract renewal tracking with team notifications

Example prompt:

“Build an invoice exception review app where AP analysts approve or reject mismatches above $5,000. Auto-route rejected invoices to procurement and send Slack alerts.”

Custom Agent BuilderNo Code
Agent Name
Distribution AP Auditor
Industry
Distribution
Match Configuration
Purchase OrderFreight / DeliverySupplier Invoice
Data Source
Oracle EBS
Trigger
Daily batch
Tolerance
±2%
Agent ready to deployActivate
NL2SQL Technology

Ask in Plain English.
Get Instant Answers.

From question to answer in seconds — across databases, documents, invoices, and contracts. No semantic models to build. No SQL to write. InferonIQ reasons across both structured and unstructured enterprise data.

< 3s
First Query
50ms
Cached Response
8
SQL Dialects
0
Setup Required
From Question to Answer

Ask in Plain English. Get Instant Answers.

“Which vendors overcharged us this quarter?” — InferonIQ reasons across structured databases and unstructured documents alike. Invoices, contracts, emails — all queryable in plain English with full lineage.

Query structured databases & unstructured documents in one ask
Dialect-aware SQL — Snowflake, BigQuery, Oracle, PostgreSQL
Invoices, contracts, emails — all searchable via AI
Multi-candidate generation with ensemble scoring
inferoniq / Ask AI
Ctrl+K
U
"Which vendors overcharged us by more than $5,000 this quarter?"
Found 7 vendors with overbilling >$5K. Total variance: $142,350
Vendor
Invoiced
PO Amt
Variance
Acme Corp
$45,200
$38,500
-$6,700
TechSupply Co
$92,100
$78,300
-$13,800
MedParts Inc
$31,400
$22,850
-$8,550
Showing 3 of 7 · 1.2sView all →
Schema Intelligence — Auto Catalog
Tables Discovered47 / 47
Columns Profiled312 / 312
AI Descriptions312 / 312
Relationships Inferred89 FK pairs
Total cataloging time32 seconds
0
Manual config
0
dbt models
0
Semantic layers
Understand Data Automatically

Zero Semantic Modeling. Instant Understanding.

Connect a database and InferonIQ automatically catalogs every table, profiles columns, infers foreign keys, and generates AI descriptions — in under 45 seconds for 50 tables. No dbt. No semantic layer. No manual mapping.

Auto-discovers tables, columns, types & sample values
AI-generates human-readable column descriptions
Infers foreign key relationships automatically
Continuous Intelligence

Gets Smarter With Every Interaction.

Every query, correction, and match decision feeds back into your isolated AI model. 8 self-improving mechanisms work continuously — no other customer sees your data or benefits from your patterns. Your instance is yours alone.

How the flywheel works
QueryExecuteFeedbackLearnrepeat
Query Memory

Repeat queries return in 50ms

Correction Patterns

Same mistake never repeated

Auto Glossary

Understands your business language

Confidence Tuning

Good patterns rise, weak ones fall

Match Threshold

Adapts to your risk tolerance

Item Cross-Ref

Vendor SKU → ERP SKU mapping

Schema Discovery

Auto-catalogs + AI descriptions

Manual Glossary

Admin-curated governance override

All mechanisms are securely isolated by customer_id. No cross-tenant data leakage. Your AI model is yours alone.

Performance Benchmarks
Metric
InferoniQ
Industry Avg
First query
1.5–3s
3–10s
Cached query
50–100ms
500ms–2s
Accuracy
85–95%
65–80%
Setup time
< 60 sec
Hours–days
Schema docs
None needed
Required
Based on Spider2 benchmark · Cross-database queries · Production workloads
Built for Enterprise Scale

Cross-Platform. Production-Ready.

One question across Snowflake + Oracle + SQL Server. Parallel execution, automatic join inference, dialect-aware SQL generation. Self-healing pipeline auto-recovers from errors without human intervention.

Federated queries across any combination of databases
3-tier self-healing: low confidence → expanded context → fallback
BYOC deployment — your data never leaves your infrastructure
How It Works

Connection to Intelligence in Under 60 Seconds

Step 01

Connect

Read-only access to any database, ERP, or cloud platform. Under 60 seconds. Zero data movement.

Step 02

Discover

AI auto-catalogs your schema, infers relationships, and generates descriptions. Ask anything immediately.

Step 03

Act

NL2SQL answers instantly. Add Invoice Intelligence for AP recovery. Add Contract Intelligence for risk scoring.

Why InferonIQ

What Makes Us Fundamentally Different.

Most enterprise tools process documents. InferonIQ reasons across your entire stack — databases, invoices, contracts — and gets smarter with every interaction.

Self-Healing Pipeline

When a match fails or extraction is uncertain, the system doesn't stop — it escalates through a 3-tier fallback chain. Each tier adds context, corrects errors, and retries with expanded intelligence. No invoice gets stuck.

Fast Path: 70-85% of invoices matched instantly (zero LLM cost)
Smart Path: Complex cases escalated to AI with full context
Recovery: Failed matches get expanded schema + error feedback
Bounded: Max 3 attempts — no infinite loops, no runaway costs

Self-Learning Intelligence

Every approval, correction, and query makes the system smarter — for YOUR specific business. Vendor patterns, item code mappings, match tolerances, and query memory all adapt continuously. Isolated per tenant.

Day 1: Works immediately on any vendor format — no training
Week 4: Learns your vendor naming patterns & tolerances
Month 3: 60% of queries served from cache at 50ms
Vendor-specific: Adapts rules per vendor/category automatically

Live NL2SQL on YOUR Data

Query your actual ERP databases in plain English. "Show top 10 vendors by spend this quarter" → accurate answer in 1.5-3 seconds.

Agent Studio — No-Code Apps

Describe a workflow in plain English. Get a live operational app with approvals, routing, SLA timers, and alerts. Not a dashboard — a working system.

Federated Cross-ERP Intelligence

One question across Oracle + SQL Server + Snowflake. Zero data replication. Parallel execution with automatic entity resolution.

BYOC / On-Prem Deployment

Sealed container inside your VPC. Your data never leaves. Only AI inference requests exit — no raw data. Banking and healthcare ready.

14+ Native Connectors

Oracle, SAP, SQL Server, Snowflake, BigQuery, Databricks, Redshift, PostgreSQL, MySQL, SharePoint, S3, Google Drive, Email, REST APIs.

Gain-Share Pricing

We earn 15-30% of recovered cash. Find nothing? Pay nothing. No per-page fees. Self-funding from your own waste.

ERP Extract Generation

Matched invoices exported as ERP-ready posting files — Oracle, SAP, NetSuite, SQL Server. Zero re-keying.

What We Replace

Traditional ApproachCostTimeinferonIQ
Data catalog project (Alation, Collibra)$300K–$1M/yr6–12 monthsAutomatic — 45 seconds
Schema documentation sprint$50K–$150K2–4 monthsAI-inferred at connection time
Custom BI dashboards per question$5K–$20K each1–4 weeksNatural language — instant
Data analyst headcount (per question)$120K–$180K/yrDays per ticketSelf-service — seconds
ETL for cross-system reporting$200K–$500K3–6 monthsFederated query — zero ETL
0
Templates Required
AI-first — no training, no rules, no templates
< 60s
Setup to First Query
Connect → profile → ask — under a minute
50ms
Cached Response Time
Self-learning memory — gets faster daily
90+
Languages Supported
Multi-language OCR + live translation
Security & Compliance

Your Data Never Leaves. Period.

BYOC architecture deploys as a sealed container inside your infrastructure. No data exfiltration. Full audit trail. Enterprise-grade governance from day one.

SOC 2
Type II — In Progress
HIPAA
Compliant
SOX
Compliant
GDPR
Compliant
BYOC / On-Prem
Zero Data Movement
SOC 2 In Progress
Role-Based Access
Full Audit Trail
PII/PHI Detection
Cloud (Managed)
Minutes
AWS / Azure / GCP
15–30 min
Docker / K8s
30 min
Licensing

Agent Studio Included. Execution Scales with You.

Agent Studio is included as the orchestration layer of inferonIQ. Design and deploy intelligent apps and workflows at no additional platform cost. Production-scale automation, AI execution, connectors, and enterprise controls scale with your plan.

Starter

NL2SQL + Agent Studio

NL2SQL — ask any database in plain English
Agent Studio — app builder + templates
Simple approval flows & review queues
Basic workflow automation
Internal task routing & notifications
Sandbox / test workflows
Standard governance & audit trail
Email support

Ideal for: Analytics teams, data engineers, anyone who wants to build simple apps on their data

Explore Platform
Most Popular

Business

Full Intelligence Suite

Everything in Starter
Invoice Intelligence — 3-way match, AP automation
Contract Intelligence — clause analysis, risk detection
Agent Studio — scheduled jobs + external actions
High-volume workflow runs + AI agent reasoning
SSO / RBAC
Priority support

Ideal for: AP teams, legal ops, mid-market & enterprise with ERP systems

Talk to Sales
BYOC Available

Enterprise

Platform + Self-Hosted

Everything in Business
Agent Studio — unlimited workflows + premium connectors
BYOC / on-prem / private VPC
Bring your own AI keys
Multi-step autonomous agents
HIPAA / SOX / FedRAMP ready
SLA + dedicated solutions engineer
Audit/compliance retention + enterprise RBAC

Ideal for: Enterprise AP/finance, regulated industries, Fortune 500

Contact Enterprise Sales

Agent Studio — Included with the Platform

Included in All Plans
App builder canvas
Simple workflow creation
Basic approval flows
Review queues
Internal task routing
Basic notifications
Templates library
Sandbox / test workflows
Scales with Usage
High-volume workflow runs
Scheduled jobs
External API calls & webhooks
Slack / email / Teams volume
Document processing
AI agent reasoning calls
Premium connectors
Multi-step autonomous agents
Audit / compliance retention
Enterprise RBAC / SSO
Platform License

Annual license covers NL2SQL, Agent Studio, governance, integrations, and platform access.

AI Consumption

AI model usage scales with your workload. BYOC customers bring their own AI keys — zero markup.

Gain-Share Recovery

15–30% of recovered savings. Free 48-hour scan. If we find nothing, you pay nothing.

Zero Risk

Free 48-Hour Invoice Scan — See Real Results Before You Commit

Already using NL2SQL? Add Invoice Intelligence and we'll scan up to 50 invoices to surface hidden waste, duplicates & mismatches. Gain-share pricing: pay only from what we find.

Request Free Scan

AI consumption and inference usage scale based on workload, deployment architecture, and customer-managed vs hosted AI models.

One Platform. Infinite Possibilities.

Start where your team needs it most. Expand as value compounds.

Read-only access · Zero data movement · Buy one agent or all three · No commitment required