• OVER BUDGET
  • UNDER BUDGET
  • MISMATCHES
  • HUMAN REVIEW

How to audit state expenditures with your AI

Connect your AI to the Sergipe Dados Abertos data. Once connected, your agent can pull budget figures and actual spending to spot mismatches.

Ask AI about this page

Short answer

How can I use AI to audit state spending?

Your AI pulls the approved budget and the actual expense records to compare them line by line. It flags any instance where spending exceeds the allocated amount. You get a clear list of discrepancies to investigate.

Audit outcomes

Where every issue lands.

The AI organizes its findings into these specific categories.

OVER BUDGET

Excessive spending

The AI identifies specific line items where actual payments exceeded the approved budget. You get the exact amount of the overage.

UNDER BUDGET

Unused funds

The agent finds budget allocations that haven't been touched. This helps you see where money is sitting idle.

MISMATCHES

Data inconsistencies

The AI flags cases where the description of a payment doesn't align with the budget category it was pulled from.

HUMAN REVIEW

Manual investigation

The AI highlights high-risk discrepancies that require a person to verify the legal or administrative reason for the gap.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of data retrieval and comparison.

  1. Fetch budget data

    The agent pulls the official approved budget figures for the selected period.

    get_orcamento

  2. Fetch expense data

    The agent retrieves the actual payment records from the state database.

    get_despesas

  3. Cross-reference records

    The AI compares every expense against its corresponding budget line item to find gaps.

    get_despesasget_orcamento

  4. Flag discrepancies

    The agent isolates the specific instances where the numbers don't match and presents them for your review.

    get_despesas

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Replace the bracketed text with the specific department or year you want to check.

Sergipe Dados Abertos Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ur8rvCS3LMJXxMmqhPiiLUqdRueGLTMH0mbJ05qu/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 — Sergipe Dados Abertos capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sergipe-dados-abertos-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ur8rvCS3LMJXxMmqhPiiLUqdRueGLTMH0mbJ05qu/mcp"
    }
  }
}
Copy into chat04

  • Compare the actual expenses for the Health department in 2023 against the approved budget.

  • Find all instances in the current budget where spending has exceeded the limit.

  • List all budget items for the Education sector that have zero expenses recorded so far.

  • Check if the payments made to the infrastructure department match the allocated budget for this quarter.

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

Start here

Connect Sergipe Dados Abertos once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can immediately start asking questions about the state data.

Connect Sergipe Dados Abertos to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the budget numbers?

    No. The AI can only read the data. It has no ability to modify or delete any state records.

  • 02

    Does the AI decide if a spending error is illegal?

    No. The AI only identifies mathematical discrepancies. A human must decide if those gaps represent a violation or a simple clerical error.

  • 03

    Can I audit data from other states?

    No. This specific MCP only has access to the Sergipe Dados Abertos datasets.

  • 04

    Does the AI provide the raw files?

    The AI reads the data to answer your questions, but it doesn't download or export raw database files to your computer.

  • 05

    How does the AI know which budget to check?

    You tell the AI which department or year you are interested in, and it uses the available tools to find the right numbers.

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

Connect Sergipe Dados Abertos to Claude, Cursor, ChatGPT & more