
FIELDWORK
The peer surface. Where capability transfers between people.
- ■AI-generated 15-min session agendas
- ■5-phase timer with full-focus mode
- ■Auto-summarized captures to Record
the AI capability system for people, teams and countries.

The stable information a model needs to give a useful answer.

of organizations see no measurable P&L return on generative AI.
Courses, webinars, one-off workshops. People "learn" AI in a vacuum, alone at a screen, then return to their inbox untouched. We call it software tourism. Visited, photographed, never lived in.

The peer surface. Where capability transfers between people.

The individual loop. Rep, expand, transfer. Every day.

The leadership view. Capability turned into a metric.
968 occupations. 35 skills. Every one scored on the AI pressure curve. Search yours. See what to own and what to hand over. The Org Simulator then shows how your team's professions change as models advance.
✳ this is what your team gets.
Every module feeds the next. Hover any node to see what it connects to.
Repeatable team rituals that turn practice into shared muscle.
External and internal facilitators plug in with programs. Every session lands in the team's Record.
Trained partners run the rooms. Physical, digital, hybrid. ARK gives them the delivery tools.
The 3-min daily rep on your real work.
One editorial concept card per day, written for your role.
Everything you learn, kept. The personal knowledge base.
The 65 concept library. Forkable, versioned, yours.
Personalized daily intake. 3 signals, 2 tools, 1 use-case.
Board-ready weekly reports written by AI.
Team roster with current level L1→L6, streak and shared records.
Profession map. The AI-native shape of each role.
The daily loop stayed one action. Everything else went behind it.
The studies that matter, read and turned into what it changes about your week.
OPEN →Your brief. Ranked for your role, each item with one line on why it matters to you.
OPEN →Curated outside courses worth your time, plus the credentials you earned, kept on record.
OPEN →Grow the parts of you that are not billable. Short gentle practice, skipping always fine.
OPEN →Your CV and history, read carefully. What it states, kept separate from what ARK infers.
OPEN →One executive view. Drill from the company into a department, a team, a person.
OPEN →Work capability, credentials and pursuits in one record. Private by default, shareable when you choose.
OPEN →60 seconds. Name, role, industry, the one task you hate. That's the fuel.
3 minutes. AI writes a challenge inside your real job. You attempt it. AI evaluates. Right, wrong, next.
Any term is clickable. Explanations stream in. Related concepts appear. Save what matters to your Record.
THESE FINDINGS SHAPED HOW ARK IS BUILT. THEY ARE NOT ARK'S OWN RESULTS.
Training changes behavior only when the skill is applied on real tasks and reinforced afterwards. The classroom is not the variable, the work is.
Revisiting material across days beats cramming it into one session. Confirmed across hundreds of experiments.
Recalling something from memory builds durable skill. Re-reading it feels productive and does not.
Roughly a third of transformations succeed. Done with rigor at every stage, that rises to about three quarters.
Practice on real work, spaced over weeks, recalled from memory, measured as behavior change. That is the whole design brief.
Pick your industry. Set your team size. See the reclaimed hours and euros. Modelled from real occupational task data.
Where does your org enter the AI curve? Rate each statement 1 (never) to 5 (systemic).
what was always missing. now built in.

15-30 versioned prompts covering the team's recurring work, forkable by anyone.
Before/after doc for each: steps, prompts, guardrails.
65 concept cards, onboards every new hire.
Time saved, quality delta, capability shift. Board-ready.
Every person scored L1-L6 at day 0 and day 90, delta on record.
Article 4 literacy documentation: role-based, dated, audit-ready.
Every rep, session and pilot adds to collective knowledge the company owns and can transfer.
New model ships, new workflow appears, new pilot needed. It lands here, not in another binder.
Daily practice compounds. Team memory grows. The org that runs on ARK moves before the market does.
Individuals climb a self-serve staircase. Companies land small and expand.
The full daily loop. No calls, no procurement, no committee. Cancel anytime.
Daily card + daily rep. Personal Record. Capability Record certificate.
Everything in Daily, plus the facilitated peer cohort.
Daily, forever. One payment. No renewal.
A real L1 to L6 capability baseline, board-ready. Fully credited toward the Pilot.
The full program. A documented board-ready before and after. Article 4 documented.
Rollout across the organisation.
PRICES EX VAT · INVOICES AVAILABLE · CANCEL ANYTIME
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Fifteen years inside this industry. More than 10,000 people upskilled across Europe. Practised and tested with top companies. Then fourteen months embedded inside organisations, watching that same pattern repeat in every one of them. Software tourism.
ARK is my answer. Built on current models and live capability data, with numbers you can put in front of a board. The aim is simple: close the AI literacy gap, put people and companies ahead instead of behind, and kill tool tourism for good. Hands on. Daily. Measured.

One team. Ninety days. A 1:1 with the founder to scope it.