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Ask your data anything.
Get the chart instantly.

Stand up an AI-powered internal analytics tool in minutes, not weeks of data engineering. IQVigilant reads your data model's metadata — so answers are grounded in your real schema, with no hallucinations and no guessing.

From database string to dashboard.

Most companies have data silos, and standing up an AI analytics stack takes weeks. IQVigilant collapses that to a connection: plug in your database string, and you instantly have an AI-powered internal analytics tool. Users ask questions in plain language and get back tables, beautiful charts, and full dashboards — built live.

What you get

  • Plain-language querying
    Ask any entity a question; intent is translated into a safe query grounded in your metadata.
  • Automatic charts & dashboards
    Answers render as tables, charts, or composable dashboards — beautiful, and built in real time.
  • No data engineering required
    No ETL project, no semantic-layer build-out. The model's metadata is the semantic layer.
  • Replaces standard BI for most use cases
    Covers the large majority of everyday business analytics without a separate BI tool.

Your data, wherever it lives

Query and chart across your own database, external systems, and unstructured documents — read-only and in real time.

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Your application database

Query the data already in your VeloIQ app, grounded in its live model definitions and metadata.

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External databases (read-only)

Connect to external databases in real time, read-only, and let users explore them through natural language safely.

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Automatic database routing

Ask once — IQVigilant works out which connected database can answer the question (your app's own or any external one) and queries it there, in the order you prioritize.

Cached, instant re-runs

Every answered question is cached as a reusable query, so reopening a saved question re-runs it instantly against the same database — no re-interpretation.

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Documents

Pull answers from documents like Word files, spreadsheets, PDFs and CSVs — not just structured tables.

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Agents that go further

The same agents don't just chart — they query, analyze and act, using host-app and natural-language tools. See Safe AI Agents →

Plug in. Ask. Chart.

See how instant, metadata-grounded analytics fits your data.

Talk to Us → Explore Capabilities