MANNATAI LABS
Services · 02 · Automation

If a person can do it on a screen, it can almost always be automated.

The report someone assembles every Monday. The leads copied between two systems. The posts nobody has time to write. The invoices waiting for a human to press send. We build the automation, keep a person at the one step that needs judgement, and hand you the switch.

Ask for a scope and a priceQuote only. Most automations are scoped in days, not months.
Fits when
Someone on your team does the same screen work every day or every week.
Two systems that should talk to each other do not, so a person is the bridge.
You want AI in the loop, but never publishing, paying or deleting on its own.
What we automate

Four kinds of work that should not need a person, and the one part that should.

01

Screen work

Anything a person does by clicking, copying and pasting between browser tabs and desktop apps: data entry, reconciliations, status updates, the weekly report. If it has steps, it can be scripted.

02

Systems that do not talk

CRMs, spreadsheets, email, chat, accounting, property portals. We connect them through their APIs, or through the screen when there is no API, so the person stops being the bridge.

03

Content and communication

Drafts, summaries, replies, social posts, listing descriptions. AI writes the first version; a person approves it in the tool they already use, such as Telegram or a shared folder. Our own social publishing pipeline runs exactly this way.

04

Operations with a human gate

Approvals, payments, publishing, deletions. The automation prepares everything and stops. One tap from a person finishes it. That gate is not a limitation; it is the design.

How it runs

A week to find the hours, a few weeks to give them back.

Week 0

Map the work

We watch how the task is done today, count the hours, and pick the automation with the best return. Usually it is not the one you expected.

Weeks 1 to 3

Build and run alongside

The automation runs next to the manual process until you trust it. Every action it takes is logged where you can see it.

Handover

Yours to switch on and off

A runbook, a person on your side who can pause it, and the workflows in your own accounts. Then it just runs.

Why us

We run our own company on this.

The lab’s social channels, its publishing, its token renewals and its reporting are automated with the same tools we would set up for you, each with a human at the one step that matters. We know where automations break, because ours have.

Self-hosted where it makes sense, so your data and your workflows stay in your accounts, with no per-seat pricing in the way.

See the social publishing pipeline case study

Which task would you like to stop doing by hand?

Describe it in three sentences. We reply with what we would automate first, what it would cost, and what should stay human.