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Capabilities / 06 Field: AI Workforce Deploy: on your systems

Six disciplines, one assistant

Each discipline is a specialized AI worker with its own memory and tools. You deploy the ones you need and manage them through a single assistant — you delegate, it runs the team and reports back the results.

06 disciplines

The work

01

Engineering

An engineer that lives inside your own systems — it reads the repository, writes and reviews production code, opens pull requests, runs the tests and deploys, with a human approval gate wherever you want one. It builds new features, clears backlogs of small tickets and fixes bugs, and it remembers your architecture and conventions so every change fits the codebase you already have.

ExamplePoint it at a repository backlog: it works through the low-risk tickets overnight and leaves a reviewed pull request for each, ready for your team to merge.
codereviewdeploy
02

Support

A support agent that lives on the channels your customers already use — Zalo, Telegram and Facebook Messenger — answering around the clock in your tone, from your knowledge base, with its own memory of every conversation and customer. It handles questions, orders and follow-ups in multiple languages, works in one-to-one chats and in groups, and hands off cleanly to a human whenever a case needs one. These channels are live and proven in production today.

ExampleA customer messages your Zalo or Facebook page at 2am in Vietnamese: the worker answers instantly from your docs, remembers their last order, and only pings a human if the case truly needs one.
zalotelegramfacebook24/7 multilingual
03

Research

An analyst that fans out across many sources, reads and cross-checks them, challenges each claim adversarially and delivers a cited report while you sleep — market scans, competitor tracking, due-diligence and technical deep-dives, with every fact traced back to where it came from. You get the conclusion and the receipts, not a pile of tabs to read yourself.

ExampleAsk for a landscape of a new market: it returns a cited brief on the key players, pricing and risks by morning — each claim linked to its source.
scanverifyreport
04

Autonomy

AI pilots and vision systems for missions that run themselves — drones that fly a planned route, cameras that detect, classify and count in real time, and models that make the call in the field without a human on every frame. Built for inspection, surveying, monitoring and detection work where the environment is real and the decisions can't wait for a round-trip to an operator.

ExampleSend a drone over a site: it flies the route on its own, flags anything that looks wrong from the camera feed, and returns a marked-up map instead of raw footage.
dronevisiondetection
05

Design

A designer that turns a one-line prompt into finished work — presentation decks, images, 3D renders, reports and spec sheets, all produced on brand and on request. It knows your house style, keeps colours, type and logo consistent across everything it makes, and iterates on feedback until it's right. Pitch decks, product one-pagers, proposals and visuals, without waiting on a design queue.

ExampleGive it a rough outline for an investor deck: it returns a full on-brand presentation with charts and imagery, and reworks any slide on a single note.
decks3ddocs
06

Orchestration

The single assistant that ties everything together — you give it one instruction in plain chat, and it breaks the work down, delegates each piece to the right discipline, manages the workers, resolves conflicts between them and reports back the finished result. You manage one thing, not twenty; it manages the team. This is what turns separate workers into a workforce that actually acts as one.

ExampleAsk for a competitor teardown: the brain has Research gather the facts and Design build the deck, then hands you one finished result — not two half-answers.
one assistantassignsingle voice
From disciplines to roles

Every discipline becomes a named role

A discipline is the underlying skill. A role is that skill pointed at one desk in your company — accounting, legal, sales, support and more. See the full workforce on the Solutions page.

Engineering → Software engineer

The engineering discipline becomes a software engineer working inside your repository.

Support → Support & sales

The support discipline powers customer support, sales, reception and co-host roles.

Research → R&D scientist

The research discipline becomes an R&D scientist and accounting or legal analyst.

Orchestration → Digital twin

The orchestration discipline is your digital twin — the assistant that runs every role.

Shared powers

What every worker can do

No matter the role, every AI worker shares the same core abilities — it reads your email, answers on your channels, researches, remembers and reports, all under one assistant you control.

Reads & answers email

Reads your inbox, drafts and sends replies, files what matters and flags what needs you.

Messaging channels

Replies to customers on Telegram, Zalo, Viber, WhatsApp and Messenger, in their language, 24/7.

Web research

Searches the web on any topic, cross-checks sources and returns a cited answer, not raw links.

Calendar & scheduling

Books meetings, updates your calendar, sends reminders and keeps every appointment in sync.

Lasting memory

Remembers every past interaction, customer and decision — it never starts from zero again.

Reads books & papers

Ingests entire books, papers and archives, then answers questions across all of them with sources.

Writes research

Writes new research papers, reports and articles — structured, cited and ready to publish.

Documents & data

Reads and produces PDFs, spreadsheets and files — extracting, filling and organizing your data.

One-assistant control

You manage every worker through one assistant — delegate by chat, receive the reports and results.

Where they reach customers
Telegram Zalo Viber WhatsApp Messenger Email
0
Disciplines
0
AI roles
24/7
Always on duty
1
Brain, full control

Which discipline do you need first?

Tell us the job and we'll map it to the right worker — starting with one pilot on your systems.

Tell us what you need