Multi-branch retail · Mid-sized · 200 people

A leadership report at 07:00 every morning, with nobody writing it

AI pulls sales, stock, customer chats and issues from every branch into a morning summary with observations, sent to leadership on LINE

Work arrivesAccounts and sales spend 2 hrs every morning pulling numbers from several filesThis is where the old way starts
The AI agent does itThe AI agent does itAt 06:30 an AI agent pulls from POS, stock and chat, compares against target and last week, and flags what looks wrong (branches down, stock running out, negative reviews)
A person decidesA person approvesThe report is observations, not decisions · every figure can be clicked back to its source
Result0 hrsTime spent on the report

Example: Morning exec report

LIVE DEMO

1 · Work arrives

Accounts and sales spend 2 hrs every morning pulling numbers from several files

2 · The AI agent does it

  • At 06:30 an AI agent pulls from POS, stock and chat, compares against target and last week, and flags what looks wrong (branches down, stock running out, negative reviews)
  • Leadership can ask follow-ups in the chat — "which branch is down and why?" — and it answers from the real data
  • Connects to POS / ERP
  • Connects to Google Sheets

3 · You just approve

The report is observations, not decisions · every figure can be clicked back to its source

Approve in one click

Result

0 hrs

Time spent on the report

0 hrs

Time spent on the report

was 2 hrs/day

07:00

Leadership sees numbers

was 10:00

same day

Branch problems surface

was 2–3 days

Before · through 3 hand-offs, each waiting on someone free

Today

3 steps, all by hand
  1. 1Accounts and sales spend 2 hrs every morning pulling numbers from several files
  2. 2Leadership sees the figures at 10am and usually has follow-up questions
  3. 3Problems at branches reach head office late

With keelz

2 steps
  1. 1At 06:30 an AI agent pulls from POS, stock and chat, compares against target and last week, and flags what looks wrong (branches down, stock running out, negative reviews)
  2. 2Leadership can ask follow-ups in the chat — "which branch is down and why?" — and it answers from the real data

This is what you actually get

What your team sees every day once it is running — a person still approves anything that matters (Delivered in 4 weeks)

Morning summary on leadership's LINEEvery day at 07:00
Yesterday's sales THB 1.42m (+6%) · 3 overdue accounts totalling 380,000 · Line B at 96% capacity five days running

Needs a decision

Approve overtime on line B, or push back which customer's slot?

Pulled from the live systems every morning — no waiting for anyone to build a report

An illustrative example — the names and figures are invented so you can see the shape of the work; the real thing is built around your business.

Where people decide

The report is observations, not decisions · every figure can be clicked back to its source

What it connects to

POS / ERPGoogle SheetsLINE NotifyExisting dashboard

Delivered in 4 weeks

Other use cases

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