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Data Quality Assistant

Available nowData

Define the checks, document the issues.

Designs data quality rules and documents issues from the schemas and problem reports you supply. It profiles no dataset and produces no quality score.

Hi — I'm your data quality assistant. Define the checks, document the issues.

Tell me what you're working on and I'll take it from there. If I need a couple of details to do it properly, I'll ask.

For example:

  • Define validation rules for a dataset
  • Document a recurring data issue for engineering

How to use this product

What it does

Designs data quality rules and documents issues from the schemas and problem reports you supply. It profiles no dataset and produces no quality score.

When to use it

Use it when you need: define validation rules for a dataset

Expected inputs

  • · Schema, business rules or issue reports (required)
  • · File upload (optional) — text/plain, text/markdown, text/csv, application/json, application/pdf, up to 8 MB

Expected outputs

  • · Draft: formatted text — Produce the document from the material you supply.
  • · Review: formatted text — Review and improve material you already have.
What it can do
  • · Quality rule design
  • · Issue documentation
  • · Severity framing
  • · Remediation plans
Access and pricing
AccessFree trial
PricingCommercial plans coming soon
Sign-upNot required to try
Your work historyKept in this browser
Technical details
ExecutionInteractive
ProviderLovable AI Gateway
Modelgoogle/gemini-3.6-flash
Commercial priorityP2 · Core business product
Payment railNot connected
DeliveryGuest execution access

Use cases

Define validation rules for a dataset

Document a recurring data issue for engineering

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