Connects to Your Entire Stack
Questions are resolved against live schemas across every connected database — no dashboard to build, no analyst ticket to file.
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Every charge is checked against what was ordered and what actually arrived. Clean matches clear themselves; only genuine exceptions reach a person.
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Terms, caps, rebates and renewal dates are extracted from signed agreements, then monitored continuously against what you actually spend.
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Schemas, relationships and business meaning are inferred the moment a source is attached, so the platform knows your data before you ask it anything.
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Approvals, routing, escalation and exception handling assembled from a plain-language brief — then executed against your own systems.
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NL2SQL powers natural-language access. Agent Studio turns prompts into live operational apps. Invoice & Contract agents handle domain intelligence. Each works independently or together.
Natural language across every system
Describe a process, get a working system
Every charge checked against what was agreed
Knows what you signed, watches what you spend
Where the money actually goes
Evidence ready before anyone asks
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.
Pull invoices, contracts, and databases from any system. Read-only connections — your data never moves.
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.
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.
| PO # | Supplier | Exception | Amount | Age |
|---|---|---|---|---|
| PO-4417 | Meridian Supply Co. | Price variance | $118,215 | 35d |
| PO-2288 | Northwind Components | Freight not on contract | $72,500 | 42d |
| PO-3106 | Atlas Industrial Group | Return credit | $67,000 | 61d |
| PO-1904 | Vertex Materials | UoM mismatch | $15,200 | 40d |
| PO-5521 | Continental Logistics | Price above contract cap | $15,400 | 54d |
Runs on the systems you already have
Read-only connections · Zero data movement · Deploys in your own cloud

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.
Contract Intelligence · Multi-Agent · Agent Studio · NL2SQL Engine
Contract Intelligence, the multi-agent architecture, Agent Studio, and a deep look at the NL2SQL engine that powers it all.
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.
“Which vendors overcharged us against contract terms this quarter?”
“Show accounts with declining usage but rising support tickets.”
“Where are we breaching SLA fill-rates by region this month?”
“Which contracts auto-renew in 60 days with liability caps below policy?”
“Rank suppliers by rebate dollars earned but never credited.”
“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.
Most enterprise tools process documents. InferonIQ reasons across your entire stack — databases, invoices, contracts — and gets smarter with every interaction.
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.
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.
Headline Differentiator
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
BYOC architecture deploys as a sealed container inside your infrastructure. No data exfiltration. Full audit trail. Enterprise-grade governance from day one.
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.
Industry-specific exception detectors, vocabulary, and matching rules — ready on day one. No training required.

Deduction recovery & high-volume AP

Supplier quality & spend intelligence

Claims processing & compliance

Invoice automation & risk analytics

Clause extraction & renewal alerts

Freight audit & carrier reconciliation
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