Auto-Catalog, Profile & Govern Your Data Estate

Enterprise Data Catalog in 45 Seconds — Not 6 Months

Connect any database and inferonIQ auto-discovers tables, profiles columns, infers relationships, and generates business descriptions. No manual metadata entry. No dbt. No semantic modeling project.

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 discovered, profiled and described automatically.

45s

Time to Catalog

$0

Manual Modeling Cost

100%

Column Coverage

89+

FK Pairs Auto-Detected

How It Works

01

Connect your database

Read-only connection to any of 14+ supported databases — Oracle, SAP, SQL Server, Snowflake, BigQuery, and more. Under 60 seconds.

02

Auto-discover schema

AI discovers every table, column, data type, and sample value. Foreign key relationships are inferred automatically from naming patterns and data overlap.

03

AI-generated descriptions

Each column gets a human-readable description generated by AI from sample data and context. No manual documentation required.

04

Query immediately

Your catalog is instantly searchable via NL2SQL. Ask any question in plain English — the system knows your schema, relationships, and business terms.

Capabilities

Auto-Discovery in 15–45s

Discovers 50+ tables with full column metadata in under 45 seconds. No manual configuration, no schema files, no modeling tools.

Column Profiling

Automatic analysis of distinct counts, null percentages, min/max values, top N values, and data distribution for every column.

FK Relationship Inference

Detects foreign key relationships from column naming patterns, data type matching, and value overlap — even when explicit FKs are not defined.

AI Column Descriptions

GPT-powered descriptions generated from sample data and column context. Editable and exportable for governance workflows.

Business Glossary

Vector-embedded business terms that enhance NL2SQL accuracy. Define once — referenced across all queries and agents.

Delta Sync

Incremental schema refresh detects new tables, columns, and structural changes without re-scanning the entire database.

Frequently Asked Questions

How is this different from Alation or Collibra?

Alation/Collibra require months of setup, manual curation, and dedicated data governance teams. inferonIQ auto-catalogs in seconds with AI-generated descriptions — zero manual effort.

Does it work with any database?

Yes — 14+ native connectors including Oracle, SAP, SQL Server, Snowflake, BigQuery, PostgreSQL, MySQL, Redshift, Databricks, and more.

Can I edit the AI-generated descriptions?

Yes — all descriptions are editable. You can also import business glossary terms via CSV/Excel for governance-approved definitions.

No-risk assessment

See what we find before you commit.

Read-only connection. We review a sample of your invoices, agreements and supplier spend, then hand back a findings report with specific figures. If there is nothing to recover, there is nothing to pay.

Read-only accessNo commitmentNothing found, nothing owed
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