Agent Run AppsAI PLUMBER / OPERATIONS LAB

FIVE WORKING PATTERNS / NO OUTSIDE ACTIONS

Run the work that should happen in the background.

Pick a system. Watch it receive the event, do the repeatable pass, preserve the evidence, and stop at the decision a person should make.

AR
Reorder WatchBuilder workbench · fictional records
READY
Inventory sheet

Three items below effective minimum

The run checks on-hand quantity, committed jobs, open purchase orders, case sizes, and preferred suppliers.

  • 214 SKUs
  • 2 open POs
  • Approval limit: $1,500
This example changes no outside account. A client version would use the real trigger, accounts, records, and approval rules.
  1. 01
    CHECKCalculate effective stock

    On hand − committed + incoming

  2. 02
    MATCHApply supplier and case rules

    Preferred vendor · case pack · lead time

  3. 03
    PREPARECreate the purchase order

    3 lines · $1,284 · delivery requested

  4. 04
    LOGRecord the run and exceptions

    PO draft · source snapshot · price variance

RESULT

The result will appear here.

Run the example to watch the system complete the repeatable work and stop at the human boundary.

Low stock
Duplicates
PO draft
Exception
ONE HUMAN DECISIONBuilt only after the evidence is ready.
08 / EXAMPLE WORKFLOWOWNER TIME RETURNED · 30–60 minutes per stock checkThe interface is explanatory—not the deliverable

WHAT MAKES IT AN AUTOMATION

The run starts without someone opening a chatbot.

The production system listens for the real business event, uses the current source records, takes approved actions in the existing tools, and reports only the exceptions or decisions.

EVENT-DRIVEN

The work wakes itself up.

Stock falls, an invoice ages, a schedule changes, a job closes, or Friday arrives. No prompt required.

RULE-BOUND

Normal work moves. Exceptions stop.

Thresholds, approvals, permissions, and source-of-truth rules are documented and tested before launch.

TRACEABLE

Every important action has a source.

The business can see what triggered the run, what data was used, what changed, and what still needs a person.

YOUR TOOLS, YOUR KEYS

The system leaves. The dependency does not stay.

Each build ships with customer-owned connections, a system map, approval matrix, monitoring, test fixtures, credential map, kill switch, and runbook.

THE COMPLETE LIBRARY

Explore every system by the business problem it removes.