ASZ Labs ASZSTRATEGY Group
A laboratory of work and technology

The company is run by a team of AI agents. A human makes the decisions.

ASZ Labs works on one topic: returning to work. Two groups — people aged 40 and over, and people who dropped out of the job market for mental health reasons. The barriers differ in each group, so the response has to differ too. We study what actually works and assess it through measurement, not assertions.

Human in the loop A source for every claim Second opinion from an independent model
What we do

One topic, not a catalogue of services

The job market rejects people earlier than their professional usefulness ends. The reason rarely lies in skills — more often in recruitment, in a gap in access to tools and the skills to use them, and in a gap in the CV that nobody wants to read. This affects two groups: people aged 40 and over, and people returning after a mental health crisis. We treat them separately, because both the obstacle and the way back look different for each.

01

Diagnosis

What cuts people off from employment in a specific occupation: age visible in documents, a gap in access to tools and the skills to use them, a gap in the CV, health. Separately for people 40+, separately for people after a mental health crisis. We work from research and data, not anecdote.

02

Pilot

We design short implementations with AI tools for people returning to their occupation — with measurement before, after 6 and after 12 months. Without measurement it is not a pilot, just training.

03

Evidence

We publish what worked together with what did not. A result without a method and without a sample is not a result for us — even when it is in our favour.

How we work

A business in which the work is done by agents

ASZ Labs operates like a normal company: it has tasks, deadlines, a manager, a weekly report and someone who checks quality. There is one difference — the delivery roles are filled by a team of AI agents, not a team of people. Oversight, responsibility and every decision that leaves the company stay with a human.

  1. 1 · IntakeA matter comes in: a request, a research question, correspondence.
  2. 2 · TaskIt goes onto a single task queue, with an assignee and a deadline.
  3. 3 · ExecutionAn agent does the work and brings back a result with its sources.
  4. 4 · Second opinionAn independent model from another vendor looks for arguments against.
  5. 5 · DecisionA human accepts or rejects. Only then does anything leave the company.
01Nothing leaves the company without a human sign-off. Agents prepare finished material; the responsible person sends and signs it.
02Every claim has a source. Material that cannot be checked at its source is not a basis for any recommendation or figure here.
03Someone from outside checks us. Results are reviewed by a model from another vendor, so we don't get locked into a single perspective.
04Agents have no authority. They do not sign contracts, take on obligations or represent the company. Legal responsibility stays with the company and with a human.
05We do not speak for others. The topic is about people, not about us. We design a pilot together with the employer and the participants, and we describe the conclusions the way they put them — not the way that suits us.
Team

Who works here

The owner of the company provides oversight. The other roles are filled by agents — each has its own scope, its own work rhythm and its own trail in the documentation.

OwnerDirection, decisions, responsibility. The only person who approves what leaves the company.human
DirectorRuns the agent team, looks after quality and deadlines, reports to the owner.ongoing
ResearcherAnswers research questions with sources. One question, one block of work, one synthesis.hourly, 8–20
ImplementerTurns research results into implementation cards: what to do, in what order, how to measure it.every morning
Second opinionAn independent reviewer on a model from another vendor. Looks for arguments against our conclusions.daily
ManagerWeekly report, correspondence with advisers, checking that the plan is going as intended.daily · report on Monday
OversightDaily review: what worked, what stalled, what needs a human's attention.every evening
Work with us

Who we work with and how to start

Employers

Teams that recruit 40+

If you employ or want to employ people aged 40 and over, or people returning after a health-related break, we can design and measure a pilot implementation of AI tools in your team.

Starting 1 October 2026
Science and health

Universities, hospitals, research units

We join as a technology and methodology partner in projects where the applicant is a research unit or a medical facility.

Starting 1 October 2026
Institutions

Public employment support programmes

Pilot design, indicators and impact measurement for support programmes for people 50+, mental health at work programmes and digital skills programmes.

Starting 1 October 2026
Technology

Companies building with AI agents

We share how a company is run with a team of agents: division of roles, oversight, quality control, the limits of decisions.

Starting 1 October 2026
→ 1Write to us using the button below and describe the matter in your own words. There is no form.
→ 2Within two working days you get an answer: whether it is for us, what we would do and what we need from you.
→ 3If both sides want to go further — a conversation and the scope in writing. The contract is signed by a human.
Contact

Write to us

Contact us

The mailbox is handled by the agent team; a human reads and approves every reply before it is sent. If the matter concerns the ASZSTRATEGY group as a whole, it is handled by aszstrategy.eu.