• STABILITY
  • RISK
  • DETAILS
  • HUMAN

How to automate income and risk verification with your AI

Connect Flinks to your AI client to turn raw bank transactions into underwriting data. Your agent handles the heavy lifting of analyzing cash flow and stability.

Ask AI about this page

Short answer

How do I automate income and risk verification with my AI?

Your AI pulls real-time bank data through Flinks to calculate income stability and credit risk attributes. This replaces manual bank statement reviews with instant, structured data for your underwriting. You'll get specific risk profiles and income metrics.

The outcomes.

Where your data lands.

The AI processes bank connections into these specific underwriting outcomes.

STABILITY

Income stability scores

The AI analyzes transaction patterns to confirm consistent earnings. You get a clear view of whether a user's income is reliable.

RISK

Credit risk attributes

Your agent identifies red flags in spending or debt patterns. This data feeds directly into your risk assessment logic.

DETAILS

Granular account data

The AI pulls specific account histories and balances. This provides the raw evidence needed to back up your decisions.

HUMAN

Manual review queue

When the AI finds conflicting data or high-risk anomalies, it flags the file for you. You decide how to handle the edge cases.

The workflow

What your AI does when the data arrives.

The AI moves from raw connection to a finished risk profile using three specific steps.

  1. Fetch account history

    The AI pulls the raw transaction and balance data from the connected bank accounts.

    get_accounts_detail

  2. Extract income patterns

    The agent scans the transaction history to identify recurring deposits and salary consistency.

    get_income_attributes

  3. Assess risk factors

    Your AI looks for specific indicators of creditworthiness or financial distress within the user's profile.

    get_user_analysis_attributes

  4. Finalize underwriting report

    The AI compiles the income and risk attributes into a structured summary for your review.

    get_user_analysis_attributes

Try it

Copy these to start.

Use these prompts to trigger the Flinks tools immediately.

Starting points

Swap out the bracketed text for your specific user or account details.

Flinks Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_CezPWX3222HjkvrmiE1C2uqicYZRSA7yal4O1M7L/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 — Flinks capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "flinks-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_CezPWX3222HjkvrmiE1C2uqicYZRSA7yal4O1M7L/mcp"
    }
  }
}
Copy into chat04

  • Analyze the income stability for the user in this Flinks connection.

  • Get the credit risk attributes for the account ending in 4421.

  • Check the account details for the last three months of transactions.

  • Summarize the income attributes and risk profile for this applicant.

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

Start here

Connect Flinks once, then ask.

You only need to link your Flinks account once. After that, your AI client can pull data whenever you ask it to.

Connect Flinks to your AI

FAQ

How the Flinks connector behaves.

  • 01

    Can the AI change the user's bank data?

    No. The AI can only read data through Flinks. It has no ability to modify bank balances or transaction history.

  • 02

    Does the AI make the final lending decision?

    No. The AI provides the income and risk attributes, but the final decision stays with you.

  • 03

    Can I use this to pull data from any bank?

    Yes, as long as the bank is supported by the Flinks network.

  • 04

    What happens if the bank connection is broken?

    The AI will report that it cannot retrieve the data. It cannot force a connection that has expired or been revoked.

  • 05

    Can the AI delete user transaction history?

    No. The tools are strictly for retrieving data for analysis.

  • More questions about Flinks? See everything the Flinks Connector can do

Connect Flinks to Claude, Cursor, ChatGPT & more