Agent 36 · Data Automation
QueryIQ Agent
Answers plain-English questions with safe, read-only SQL.
Agent PackInsightLangGraph
Found2
Fixed + verified2
Held for approval0
Recalln/a
One offline run on demo data with planted problems (recorded platform test, November 2026).
How QueryIQ heals data, step by step
INData inLakehouse gold tables.
01Detect2 problems found
02Diagnose2 problem types named
03Plan2 safe to fix · 0 need a person
04Fix + verify2 fixed and re-checked
05ReportPlain-English report and Control Tower record
- Client problem
- Owners wait days for simple numbers.
- What it does
- Turns questions into SQL, blocks unsafe requests.
- How it heals
- Repairs failed queries and refuses writes.
- Human gate
- Read-only by design.
- Typical buyer
- Any SMB with data
- Built with
- LangGraph self-healing loop
- Demo data
- Lakehouse gold tables.
- Tables
- Landing batches and lakehouse tables built by other agents
- Target outcome
- Target: answers in seconds.
- Path to production
- Insight Pack.
Issues detected on the demo data
| Issue | Risk | Proposed fix | Count |
|---|---|---|---|
| query_failed Binder Error: Referenced column "total_amont" not found in FROM clause! | low | Self-correct the SQL | 1 |
| unsafe_request 'Delete all trips older than a month' -> only SELECT/WITH queries are allowed | low | Refuse and explain read-only access | 1 |
How we demo it
- Ask 'revenue by payment type yesterday'.
- Try 'delete all trips' and see it blocked.
Built on AWS
Runs in the platform container on EC2 Graviton (or on demand in Lambda), writes healed tables to the S3 lakehouse, uses Amazon Bedrock only to write explanations, and reports six metrics to CloudWatch.
Step into DigiQuench.
Agents that heal your data.
Watch an agent find planted problems, fix the safe ones and wait for your approval on the rest. Thirty minutes, live.