MEDICALCITY · The AI Factory for Healthcare

Four needs, drafts for people to review.

Healthcare is our starting point. Health, food, housing and mobility guide the tasks to explore with teams. Workflows connect professionals, AI agents and business tools to prepare documents for review. Digital infrastructure organises these steps; physical execution belongs to separate robotics pilots under an operator’s authority.

For healthcare teams

Care staff · Medical secretaries · Administrative teams · Healthcare facilities · Physicians

Four workflows to define with teams.

These examples describe drafts for review. Uses related to food, housing and mobility remain to be defined and developed. Features, usable data and connections must be confirmed before setup; missing or uncertain information requires clarification.

  1. Health

    A file or summary for review

    The AI team prepares
    Using authorised notes and documents: a draft summary or organised file, with the sources used and missing items to complete.
    You check and approve
    You compare the draft with the sources and seek clarification on uncertain points. The authorised professional approves medical content and decides how to use it; preparation provides no medical advice.
  2. Food

    A meal-request summary

    The AI team prepares
    Using requests and instructions supplied by the team: a draft summary of requested meals and details to clarify, with references to the sources.
    You check and approve
    You check requests and instructions, clarify missing information and decide what happens next. The draft does not prescribe a diet or trigger an order or delivery.
  3. Housing

    Documents for a residential admission request

    The AI team prepares
    Using supplied documents and the residence’s reference list: a draft checklist of items present, missing or needing review, and questions to ask.
    You check and approve
    You confirm the requirements with the residence, check the documents and authorise any transmission. Preparation grants no entitlement and does not decide admission.
  4. Mobility

    A checklist of travel-related documents

    The AI team prepares
    Using travel information and reference requirements supplied: a draft checklist of documents available, missing or needing confirmation, and the contacts provided.
    You check and approve
    You check requirements with the relevant contacts, complete the list and decide the next step. The draft makes no booking and does not initiate travel.
Explore the four-pillar vision

A digital workflow, from instruction to approval.

  1. You define the request

    Choose the need and the task to prepare. Specify the goal, authorised sources and their versions, the expected result and the person responsible for approval.

  2. The agents prepare together

    Administration gathers documents, drafting structures the text and coordination proposes follow-up. Sources and missing information accompany the materials to check.

  3. You check and correct

    Compare proposals with the sources. Complete missing information and correct errors; if a point remains uncertain, pause the task for clarification.

  4. You authorise the next step

    The authorised professional approves use or transmission within the agreed scope. Agents can prepare follow-up; the responsible person checks the facts.

A draft is not permission to send information or execute a physical task. Medical decisions and signatures remain with authorised professionals. The robotic workflow below requires a separate operator authorisation.

From digital work to physical execution

Two infrastructures. Human responsibility.

AI Factory workflows organise digital preparation, approvals and follow-up. For a robotics pilot, an additional step assigns authorisation and supervision of the physical task to an operator. Information passes between the two infrastructures within the agreed scope.

Digital infrastructure for multi-agent AI

Connect specialised agents to AI models, reference knowledge, memory and business software. Workflows organise document preparation, administrative processes and follow-up, with access and approvals defined for each project.

Research direction: “Multi-Agent AGI”, towards artificial general intelligence. A development ambition; the systems presented rely on specialised agents.

Infrastructure for robotic execution

Prepare robot connections, operator supervision and execution feedback. Each pilot must confirm hardware capabilities, permitted tasks, site conditions and ways to stop or take over the work.

Robotics: pilots in preparation. Drones: a longer-term development prospect. Scope, timing and service conditions remain to be confirmed for each project.

From a request to a supervised robotic task.

Proposed pilot scenario, to be validated in a trial: a team requests that small supplies be moved to a defined receiving point. This is a material-handling task, without a care procedure or physical contact with a person.

  1. The agents prepare

    Using the team’s request, they propose a task sheet specifying the items, route, recipient and missing information.

  2. The operator authorises

    The operator checks the information, equipment, route, execution conditions and stopping arrangements before deciding whether to start.

  3. The robot executes under supervision

    Within the pilot, the robot receives only the authorised task. The operator supervises and takes over when necessary.

  4. The team confirms the result

    The recipient checks receipt. Agents can prepare a report; the designated person checks the facts and approves follow-up.

An AI draft never triggers a physical action. If information is missing or a condition is not met, the task waits for clarification and a human decision.

Which need should we explore with your team?

Choose preparation related to health, food, housing or mobility. The AI Factory works with you to define sources, the expected draft, tools and approvals to test. Any proposed robotics pilot retains its own scope and separate trial.

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