Enterprise Intelligence Platform · NL2SQL at the core

Ask your data anything.
Automate everything else.

One engine to query any database in plain English, catch invoice overcharges, monitor contract risk, and turn a prompt into a live operational app — across your databases, documents & email. Your data never leaves your cloud.

inferoniq.app / ask
Which vendors overcharged us this quarter?

Also asked across teams

Ask AI
Show top 10 suppliers by spend across all ERPs
Agent Studio
Route mismatches over $5K to procurement with alerts
Invoice Agent
Flag duplicate payments over $10K posted this month
Contract Agent
Contracts renewing in 90 days with auto-escalation?
Answer98.7% confidence
$247K
Recoverable this quarter
7
Suppliers flagged
Global Freight Co.
$84K
Apex Supplies
$61K
Nordic Logistics
$43K
Recommended: recover $84K from Global Freight Co.

Connects to Your Entire Stack

ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAER
+ any database or ERP
ORACLESAPSQLServerPPostgreSQLSnowflakeBigQueryMyMySQLDatabricksQQuickBooksNetSuitexeroSSharePointWorkdayIcertisSAPAribaJAGGAER
+ any database or ERP
Inside the platform

What the agents actually do.

Ask AI / NL2SQL

Ask in plain English. Get the query, and the answer.

Questions are resolved against live schemas across every connected database — no dashboard to build, no analyst ticket to file.

See how it works
Ask in plain English. Get the query, and the answer.
Invoice Intelligence

Invoice, order and receipt — reconciled line by line.

Every charge is checked against what was ordered and what actually arrived. Clean matches clear themselves; only genuine exceptions reach a person.

See how it works
Invoice, order and receipt — reconciled line by line.
Contract Intelligence

Read every agreement. Track every obligation.

Terms, caps, rebates and renewal dates are extracted from signed agreements, then monitored continuously against what you actually spend.

See how it works
Read every agreement. Track every obligation.
Data Catalog

Every table, column and join — mapped on connection.

Schemas, relationships and business meaning are inferred the moment a source is attached, so the platform knows your data before you ask it anything.

See how it works
Every table, column and join — mapped on connection.
Agent Studio

Describe the process. Watch it run.

Approvals, routing, escalation and exception handling assembled from a plain-language brief — then executed against your own systems.

See how it works
Describe the process. Watch it run.
One Platform, Six 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

Ask Anything

Natural language across every system

Query any database in plain English
Joins across systems without ETL
Dialect-aware SQL generation
Answers cached and reused
Lineage on every number returned
Answers in secondsReplaces the report backlog
Orchestration

Agent Studio

Describe a process, get a working system

Describe the workflow in plain language
Approvals, routing and escalation
Deadline timers and threshold alerts
Notifies the tools teams already use
Runs on any source, any process
Live apps, no codeReplaces manual coordination
Payables

Invoice Agent

Every charge checked against what was agreed

Reconciles invoice, order and receipt
Flags duplicates and repeat charges
Drafts the supplier query for you
Surfaces early-payment savings
Reads any format, any language
Recovers overpaymentsSelf-funding from findings
Agreements

Contract Agent

Knows what you signed, watches what you spend

Extracts terms, dates and obligations
Tracks rebates and allowances earned
Monitors liability and exposure
Warns ahead of renewal deadlines
Scores clarity and risk per agreement
Stops silent leakageProtects negotiated terms
Spend

Spend & Vendor Intelligence

Where the money actually goes

Payment timing and exposure analysis
Supplier concentration and risk
Detects leakage and outliers
Resolves duplicate supplier records
Tracks movement period over period
Exposes hidden spendConsolidates supplier leverage
Controls

Compliance & Controls

Evidence ready before anyone asks

Prebuilt control templates
Configurable rules engine
Violations tracked as they happen
Remediation with owners and timers
One-click evidence export
Audit-ready by defaultRemoves evidence scramble
How It Works

Five Steps. Fully Autonomous. Real Results.

Watch the walkthrough play automatically — or jump to any step to see 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.

Read-only sources feed one AI catalog that powers NL2SQL, Invoice, Contract & Agent Studio — with a self-learning feedback loop. See the full architecture on the platform overview.

View the architecture
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
inferoniq / Exception Manager
18
Total Open
0
Critical
65
Avg Age (days)
60%
Resolved (7d)
By Severity
InfoWarning
By Exception Type
Price variance
UoM mismatch
Freight not on contract
Credit memo
Duplicate amount
Top Open Exceptions
PO #SupplierExceptionAmountAge
PO-4417Meridian Supply Co.Price variance$118,21535d
PO-2288Northwind ComponentsFreight not on contract$72,50042d
PO-3106Atlas Industrial GroupReturn credit$67,00061d
PO-1904Vertex MaterialsUoM mismatch$15,20040d
PO-5521Continental LogisticsPrice above contract cap$15,40054d
85–95% NL2SQL accuracy on the Spider 2.0 cross-database benchmark

Runs on the systems you already have

Oracle
SAP
SQL Server
Snowflake
BigQuery
Databricks
PostgreSQL

Read-only connections · Zero data movement · Deploys in your own cloud

HIPAA & SOX-Ready
BYOC — Your Cloud, Your Data
Zero Data Movement
Outcome-Based Pricing
Cross-functional enterprise team collaborating with AI-driven insights
Setup to First Query
< 60s
Zero config · zero ETL
Built for Every Team

Any team. Any domain. Ask in plain English.

NL2SQL turns plain-English questions into governed SQL across any database or warehouse — for analysts, operations, finance, and legal alike. No semantic layer to build, no data movement, all in your own cloud.

<3s
First Query
50ms
Cached Response
8
SQL Dialects
90+
Languages

Contract Intelligence · Multi-Agent · Agent Studio · NL2SQL Engine

Every agent, every capability — explore the full platform.

Contract Intelligence, the multi-agent architecture, Agent Studio, and a deep look at the NL2SQL engine that powers it all.

One engine · every team

NL2SQL isn't just for finance.
It's for anyone who owns data.

InferonIQ is a domain-agnostic analytical engine. Any team can ask their databases and documents a question in plain English — and get a governed, source-traced answer in seconds.

Finance & FP&A
Ask

Which vendors overcharged us against contract terms this quarter?

Revenue & Sales
Ask

Show accounts with declining usage but rising support tickets.

Operations
Ask

Where are we breaching SLA fill-rates by region this month?

Legal & Compliance
Ask

Which contracts auto-renew in 60 days with liability caps below policy?

Procurement
Ask

Rank suppliers by rebate dollars earned but never credited.

Data & Analytics
Ask

Join Snowflake orders with Oracle receivables — no ETL, no models.

Same engine, same governance — adapts to any schema, any industry, any question. No semantic layer to build.

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

Headline Differentiator

Proactive Next Best Actions

Every AI response suggests what to do next — not generic follow-ups. The reasoning engine evaluates context, abnormality, business impact, and available workflows to rank actions by urgency.

Ask → Understand → Recommend → Act → Monitor → Automate

Act Now
Investigate
Monitor
Automate
Prevent
Escalate
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
SSO + SCIM Provisioning
Full Audit Trail
RBAC + AD Group Sync
PII / PHI Detection
Read-Only Connections
Cloud (Managed)
Minutes
AWS / Azure / GCP
15–30 min
Docker / K8s
30 min
Pricing & Licensing

Agent Studio included. Execution scales with you.

NL2SQL + Agent Studio in every plan. Add Invoice, Contract, Spend & Compliance agents as you grow — with gain-share recovery where you only pay from what we find.

Starter · Business · Enterprise BYOC available Free 48-hour scan

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