Platform Architecture

How inferonIQ turns your enterprise data into actionable intelligence — from natural language queries to automated compliance.

How It Works

inferonIQ sits on top of your existing databases, document stores, and ERP systems. Connect once, and the platform automatically catalogs, classifies, and makes everything queryable through natural language.

1. Connect

Link databases (PostgreSQL, Snowflake, BigQuery, Oracle, MySQL, SQL Server) and document sources (SharePoint, S3, email).

2. Catalog

Auto-profiles your schema — tables, columns, relationships, PII detection, and semantic labeling.

3. Query

Ask questions in plain English. The NL2SQL engine generates precise SQL, executes safely, returns results.

4. Automate

Agents, matching rules, compliance scans, and scheduled jobs run continuously — surfacing anomalies before they become problems.

Core Modules

Natural Language Query Engine (NL2SQL)

95%+ accuracy. Sub-second cached responses. Read-only execution. Self-improving with feedback.

Document Intelligence

Upload invoices, contracts, receipts. AI classifies, extracts metadata, detects duplicates, tracks versions.

3-Way Invoice Matching

Automated 7-phase pipeline: OCR → Vendor Match → PO Match → Line Match → Price Check → Qty Check → Exception Route.

Contract Intelligence

AI clause extraction, obligation tracking, SLA monitoring, rebate detection, and compliance alerts.

Compliance & Controls

Automated SQL-based compliance checks, violation tracking, month-end close workflows, SOX-ready audit trail.

Data Connectivity

Databases

PostgreSQL
Snowflake
BigQuery
Oracle
MySQL / MariaDB
SQL Server

Document Sources

SharePoint / OneDrive
AWS S3
Email (Gmail, Exchange)
Google Drive
Direct upload

Deployment Models

Model	Description	Best For
BYOC (Self-Hosted)	Runs entirely in your infrastructure. No data leaves your network.	Regulated industries, data sovereignty
Cloud (AWS/Azure/GCP)	Deploy via Terraform/Helm to your cloud account.	Cloud-first, auto-scaling
SaaS (Managed)	Fully managed by inferonIQ. Zero infra to maintain.	Fast time-to-value, smaller teams

Security

Multi-Tenant Isolation

Row Level Security at the database level. Every query scoped to your organization.

Data Sovereignty

BYOC: data never leaves your infrastructure. All processing within your network.

Read-Only Queries

NL2SQL can only read. INSERT/UPDATE/DELETE/DDL blocked. Enforced timeouts and row limits.

Authentication

JWT + SSO (Google, Azure AD, OIDC, SAML). API keys for programmatic access. Full RBAC.

Encryption

TLS in transit. Encryption at rest. Credentials stored as env vars, never in DB.

Audit Trail

Every query, upload, match decision, and config change logged. SOX and HIPAA ready.

AI Strategy

Hybrid AI: the right model for each task — frontier for complex reasoning, cost-optimized for extraction, cached for repeated queries.

Task	Examples	Approach
Complex Reasoning	NL2SQL, contract analysis	Frontier model + multi-path validation
Classification	Document typing, intent routing	Fast model + confidence scoring
Extraction	Line items, metadata	Cost-optimized for volume
Caching	Repeated queries	Query Memory Engine (no AI call)