AI Workspace · Built in Vietnam

More work.
No new hires.

Digital workers for small companies. They take jobs from the inbox and finish them, within limits the owner sets.

01Task 02Context 03Authority

#128 · Quote for 20 cases of fish sauce ● Quoted

✉

Mr. Hung · customer22:04

Hi, can you send me a quote for 20 cases of fish sauce?

AI Sales · reading context22:04

Tier-2 price1,620,000 ₫

In stock146 cases

✓

AI Sales · sent quote22:05

32,400,000 ₫ · within limit, no waiting

AI Sales · asked Ms. Lan22:31

178,848,000 ₫ · over limit, waiting for approval

Digital worker

NameAI Sales

PositionSales Rep

ManagerMs. Lan

StatusActive

The problem

Owners can't delegate.
So everything waits.

Task

Arrives in chat and mail

Opened as a ticket automatically.

Context

Lives in spreadsheets

Workers read live company data.

Authority

Only the owner has it

Owner sets a limit. Below it, work runs.

How it works

Hire a position,
not a feature.

Message → ticket

No forms.

Reads the data

Prices, stock, past quotes.

Acts within limit

Over it, asks one person.

Logs everything

Append-only. Nothing erased.

Product

Where the workforce works.

Workspace · SalesNeeds me 2

New

#131Price check: cooking oil 5LAI Sales

Clarifying

#129New dealer in Long AnAI Sales

Approval

#128120 cases of fish sauceMs. Lan

Quoted

#127;Soy sauce quoteAI Sales

#124MSG 25kgAI Sales

Workspace

Every job on one board

People and AI, side by side.

Knowledge base

Your spreadsheets, as data

Customers, prices, stock.

dealer-price-list-2026 · v4Data table

Code	Product	Tier-1	Tier-2
NM-40	Fish sauce 40°	1,540,000	1,620,000
NT-500	Soy sauce 500ml	312,000	336,000
DA-5L	Cooking oil 5L	1,105,000	1,160,000

Workforce market

Position	Does	Status
Sales Representative	Quotes, answers	Hired
Purchasing Officer	Suppliers, POs	Next

Needs me · Approval1

AI Sales · #128178,848,000 ₫

Discount8% / limit 5%

RejectApprove

Guardrails

Rules it can't break.

Authority

Can't raise its own limits

Record

Can't erase a decision

Data

Missing data? It asks

Disclosure

Always says it's AI

Building now

Where we are.

360

spec acceptance criteria passing automated tests

Sign-up, people, rolesBuilt

Tickets & timelineBuilt

Knowledge base & data tablesBuilt

Workforce market & authorityBuilt

OrderingIn progress

AI worker runtimeNext

Zalo channelPlanned

Who it is for

Built for the owner
who touches everything.

dforce@mcma.app

Trading & distribution 10–30 people

Owners can't delegate.So everything waits.