• SCHEMA
  • RECORDS
  • HUMAN
  • REPORT

How to audit app data structures with your AI

Connect Fusioo to your AI client once. From then on, your agent can pull schemas and record details to find errors in your data.

Ask AI about this page

Short answer

How can I use AI to audit my app data structures?

Your AI uses Fusioo to pull your app's schema and specific record details to check for mismatches. It compares what's actually in your database against your defined field rules to find broken or inconsistent data. You get a clear list of where your schema and your records don't match.

Where the results land.

Audit outcomes.

The AI identifies discrepancies and organizes them into these categories.

SCHEMA

Broken field definitions

The AI finds where field types or constraints in your schema are misconfigured. You get a list of definitions that need fixing.

RECORDS

Invalid data entries

The AI compares live records against your rules. It flags specific rows that violate your field requirements.

HUMAN

Manual fixes needed

The AI identifies errors it can't fix itself. You receive a targeted list of records that require your direct intervention.

REPORT

Consistency summaries

The AI aggregates all found errors into a single view. You get a high-level look at your data health.

The workflow

What your AI does when the audit starts.

The AI acts as a bridge between your data definitions and the actual values stored in your app.

  1. Map the schema

    The AI pulls your entire application structure to understand the rules for every field.

    get_app_schema

  2. Inspect specific records

    The AI looks at individual entries to see if they actually follow the rules it just learned.

    get_record_details

  3. Identify mismatches

    The AI compares the schema requirements against the record values to find type errors or missing data.

    get_app_schemaget_record_details

  4. Flag errors

    The AI highlights exactly which fields in which records are causing the inconsistency.

    get_record_details

Try it

Copy these to start.

Use these prompts to kick off an audit with your agent.

Starting points

These are opening lines. Swap out the app names and field names for your actual data.

Fusioo Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_z5lLK61gHV8SvKW14Rde8ODDEwLsoSovu3B7vG1n/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Fusioo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fusioo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_z5lLK61gHV8SvKW14Rde8ODDEwLsoSovu3B7vG1n/mcp"
    }
  }
}
Copy into chat04

  • Check the schema for my CRM app and tell me if any field types look inconsistent.

  • Look at the recent entries in my Inventory app and flag any records that violate the current schema.

  • Compare the field definitions in my Project Tracker with the actual data in the 'Status' column.

  • Audit my User Profile app to find any records missing required field values.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Fusioo once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can immediately start asking your AI about your data.

Connect Fusioo to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the data errors it finds?

    No. The AI can only read your schema and record details. You have to go into your app to make the actual changes.

  • 02

    Can the AI change my app's field definitions?

    No. The tools only allow the AI to read the schema, not modify it.

  • 03

    How does the AI know which records to check?

    You tell the AI which app or specific records to look at, and it uses the tools to pull that information.

  • 04

    Does the AI see all my data?

    The AI only sees the data it requests through the tools you authorize it to use.

  • 05

    Can I audit multiple apps at once?

    Yes, as long as you have connected the app via Fusioo, your AI can switch between them to run audits.

  • More questions about Fusioo? The Connector page answers them. See everything the Fusioo Connector can do

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