If you have EQQ's MCP Gateway running, your AI assistant is already able to do these five things today. No code changes. No new tools.

1. Answer data questions in chat

AI can describe a chart, interpret outliers, and suggest next queries - all from EQQ-governed data.
AI can describe a chart, interpret outliers, and suggest next queries - all from EQQ-governed data.
“How many shipments left the Vegas warehouse yesterday?” → one query call, one number back.

2. Reconcile two sources

Ask Claude to run system-A totals and system-B totals for the same period, diff them, and highlight discrepancies. You get a minute of AI work instead of an afternoon of Excel.

3. Explain a number

“Why did revenue dip last week?” → Claude runs the revenue query, then the per-region breakdown, then the top-10 customers-by-drop query. Three calls, one clear narrative.

4. Draft a report

“Write me the weekly ops report.” → Claude runs the standard suite, writes markdown with the numbers, and you paste it into Confluence.

5. Generate test fixtures

Developers: “export 100 real-shaped anonymized orders from the last month” → Claude calls export_query with the anonymization query, hands back a JSON file.

None of these required ML engineers, a new dashboard, or a vendor procurement cycle. Just a running MCP Gateway and an API key.

Try EQQ free. Spin up a free trial and run your first governed query today. Start Free Trial →

Key Terms

  • ML - Machine Learning - a branch of AI in which models learn patterns from data rather than following explicit rules.