LAAGAMcompai
The system / LAAGAM

How the pieces fit.

The same company memory and connections support an analysis, an internal app or a recurring task. Here is one example: following up an unpaid invoice.

A receivables example

Which unpaid invoices need a follow-up?

Fictional context and an illustrative agent role. No live company access or autonomous execution.

  1. Context

    What was agreed

    The invoice alone does not tell the whole story. The Brain also holds the customer's conversation and the rules for handling payments.

    • A promise, not a receipt

      The example customer has promised payment. No matching bank receipt is confirmed.

    • Do not chase an unclear balance

      Keep unmatched receipts unassigned and carry advances into invoices without counting them twice.

    Finding the relevant context
  2. AI agent

    What it needs to do

    With that background, the agent has a specific job. It can use only the information and tools its account is allowed to access.

    Finance AI agent

    Use the conversation to explain the balance, check the bank evidence and prepare a follow-up for human review.

    Access for people and agents
  3. Connected tools

    Where facts are checked

    Accounting documents, bank feeds, the shared register and authorised email history.

    Compare the reviewed balance with documents and bank evidence. A conversation alone cannot confirm payment.

    Connecting a permitted tool
  4. Checked result

    What the next person gets

    Reviewed balances, unresolved payments and a shared collection history across the team's views.

    Reconciliation workflowFictional data
    Receipt matchedAdvance linked to invoice
    Match unclearHold the follow-up
    Payment promisedNot yet received
    Reconstructed viewNo live company access
    Reconstructed example. The underlying company records stay private.

    Unclear payments stay unassigned. Promises are not treated as cash. The team reviews follow-up text and sends it manually.

    Keep the reviewed balance, the evidence and what still needs checking. The next follow-up should not start from scratch.

When the job needs
its own tool.

A chat is not always the right place to work. We also build dashboards and internal apps that use these connections and company rules.

Building and publishing tools