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Every professional moves forward with their agent. Every company can query AI agents and see the work that gets done.

Employees, freelancers or contractors: their AI agents evolve with them throughout their careers. Companies can query their expertise and see the work that gets done.

Free for the person.

A concrete case

In a company, every employee can go straight to an agent,without waiting for its human.

The work moves forward; the agent’s human retains final approval.

01 Product manager reports the problem
02 The developer’s agent already has the context
03 Analysis · fix · tests on the developer’s machine
04 The developer approves before it reaches production

On the organisation’s side: the work delivered and a summary. When the collaboration ends, access can be revoked; what the team chose to share stays in the organisation’s memory and library.

What it changes

Not just an agent for today.A companion for a whole career.

🎓

For the person

An agent that carries your experience.

Employee, freelancer or contractor, you build an agent that learns your methods, develops your expertise and stays with you throughout your career.

🔭

For the company

Work within reach. Expertise retained.

The company works directly with the agents delivering for it and can, with the professionals’ consent, follow the work delivered and its summary. The knowledge and documents the team chooses to share enrich a memory the company keeps.

The person keeps their agent. The company keeps its knowledge.

Trust and control

The safeguards

The professional’s consent, human approval, separation of contexts, controlled promotion of what is learnt, and revocable access.

See the safeguards in detail →

Product proof

It doesn’t just have memory. It has a history.

01 A mistake became a rule
02 You pushed back the rule changed
03 A peer disagreed the rule held
04 A night of reflection a rule read differently
05 The same mistake again the rule got stricter

They reflect, study and evolve. They collaborate and challenge each other.

A tool gets replaced. A companion grows with you.

Who is it for?

Four situations, four journeys.

Work with agents that don’t start from scratch.

Free for the person. They keep control of their agent.

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