• DATA
  • MATCH
  • INFO
  • HUMAN

How to audit employee time entries with your AI

Connect Armano to your AI client to pull logs and cross-reference hours without manual exports.

Ask AI about this page

Short answer

How can I audit employee time entries with my AI?

Your AI pulls specific clock-in data and time logs from Armano to find mismatches. You'll get a clear view of exactly who worked when and for how long.

Audit outcomes

What you'll find

The AI processes the logs to hand you these specific results.

DATA

Clean time logs

The AI pulls raw entries from Armano. You get a structured list of timestamps and durations.

MATCH

Discrepancy reports

The AI compares clock-in data against expected schedules. It flags any hours that don't add up.

INFO

Employee profiles

The AI pulls specific user details to attach names and IDs to every flagged time entry.

HUMAN

Review list

The AI hands you a list of specific errors. You decide which entries need a manual correction in Armano.

The workflow

What your AI does when the audit starts.

The AI handles the data retrieval so you can focus on the findings.

  1. Fetch logs

    The AI gathers all relevant time records for the requested period.

    list_time_entries

  2. Isolate entries

    The AI pulls the specific details for a single suspicious time log.

    get_time_entry

  3. Identify staff

    The AI pulls the name and profile of the person tied to a specific log.

    get_employee

  4. Flag errors

    The AI compares the retrieved data against your rules to find gaps.

    list_time_entriesget_employee

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap out the bracketed info for your actual names or dates.

Armano Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ULousQ5VKL7qEceYBJ3siUu3NHrbAaZvdSbLfsVQ/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 — Armano capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "armano-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ULousQ5VKL7qEceYBJ3siUu3NHrbAaZvdSbLfsVQ/mcp"
    }
  }
}
Copy into chat04

  • List all time entries for [Employee Name] from last week.

  • Check the time entry for [Date] and tell me if it looks correct.

  • Get the profile for [Employee Name] and show me their total hours for [Month].

  • Find any time entries in Armano that are longer than [Number] hours.

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

Start here

Connect Armano once, then ask.

Log in once to link your account. Your credentials stay encrypted, and you can immediately start asking questions about your time logs.

Connect Armano to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change time entries in Armano?

    No. The AI can only read data. You must make any edits directly in Armano.

  • 02

    Can the AI delete employee records?

    No. This MCP does not have tools to delete or modify any data in Armano.

  • 03

    Does the AI see all my employee data?

    The AI only sees the data it needs to answer your specific question via the provided tools.

  • 04

    Can I audit specific departments?

    Yes, if you ask the AI to filter the time entries by specific employee groups or names.

  • 05

    How does the AI know which employee is which?

    It uses the employee data retrieved from Armano to match names to their specific time logs.

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

Connect Armano to Claude, Cursor, ChatGPT & more