Do in minutes what took days.
Build what felt out of reach.

We don't teach you about AI. We change what you can do with it.

An approach that's already upskilled 700+ professionals at organisations like BAE Systems and PwC.

Take the AI Readiness Assessment →

Free · No account needed · ~5 minutes

iO-Sphere is the simulation-based training programme behind Autonomy

Its alumni have come from teams at

L'Oréal · Uber · The Economist · Ocado · Bupa · Dunelm · Motorway · NHS

What learners say
“

"I'm in HR so I went in thinking most of it wouldn't really apply to me, but I ended up automating parts of our HR process and building a system that flags people who might be ready for promotion — before that it was all just me trawling through spreadsheets trying to spot patterns."

S

Steph

HR professional  ·  iO-Sphere alumni

“

"Hands-on experience tackling real-life business problems, enhancing my ability to present insights and demonstrate impact. It significantly improved my technical skills and analytical thinking."

A

Anastasya

Data Analyst  ·  iO-Sphere alumni

“

"The simulated workplace environment tests you on often-overlooked areas — communicating with senior stakeholders, working under real pressure. Working through projects with a team... it felt real."

M

Michael

iO-Sphere alumni

iO-Sphere is the simulation-based training programme behind Autonomy

Programmes

Find your programme.

Start a new career, grow in the one you have, or build things that weren't possible before. Not sure where? Start with Foundation.

Foundation — the starting point for everything else · any profession

● Live · £129

AI Ready

Most professionals using AI are guessing — drafts they have to rewrite, outputs they can't trust. This programme builds three capabilities that change that permanently. You finish producing work you'd actually send, at a standard you'd stand behind.

~4.5 hrs · 3 sprints · your pace

Requires Claude Pro (~£18/mo)

AI Fundamentals Prompt Engineering AI Evaluation
See details

AI at work — any role · no coding required

You already have the skills. AI is changing what excellent looks like in your role — and the gap between the people who get that and the people who don't is opening fast. No career change required.

● Live · £499

Any role — no specialist programme needed

Universal AI

AI goes from something you open occasionally to part of how you actually work — built around your job, your recurring outputs, your week. No code, no technical setup. For any professional, any role.

~9 hrs · 5 sprints · your pace

AI Workflows Advanced Prompting Automation
See details
● Live · £599

Includes AI Ready foundation

AI for FP&A

FP&A professionals. Do in 30 minutes what used to take all day — variance analysis, scenario modelling, board-ready output. Real work, real briefs, assessed against professional standards.

~17.5 hrs · 4 sprints · your pace

AI-powered analysis Automation Decision speed
See details
● Live · £499

Includes AI Ready foundation

AI for Marketing

Marketers. Produce at a level that used to require a team — campaigns, copy, competitive intelligence. Faster, better, with less of the week disappearing into work that shouldn't take that long.

~14 hrs · 4 sprints · your pace

AI-powered campaigns Automation Strategic leverage
See details
⏳ Coming soon · £499

AI for Operations

You keep the business running. The ops leaders building real leverage right now have AI watching their processes, surfacing the inefficiencies, running the playbooks. Less firefighting. More building.

Process Automation Workflow Design Ops Analytics
Join the waitlist →
⏳ Coming soon

AI for Product

You know how to ship products. The PMs moving fastest right now use AI to compress discovery, stress-test their thinking, and get to a decision in hours. Same outcome. Sharper instinct. Less drag.

Product Discovery Roadmap Design AI Tools
Join the waitlist →
⏳ Coming soon · £499

AI for Data

You already work in data. The question is whether AI is doing the work of one analyst in your team or five. The people who've closed that gap are doing things that weren't possible two years ago.

AI Analytics Automation Python Modelling
Join the waitlist →

AI Builder — build things with AI · no dev team required

Turn your ideas into working products, tools, and automated systems. For founders, operators, and anyone who wants to build — not just use.

● Live · £799

Includes AI Ready foundation

AI Founders

You have an idea. This programme ends with a real person who isn't you using the product you built — with real code, no co-founder, no dev team. Most people with ideas don't build them. This closes that gap.

~14 hrs · 4 sprints · your pace

MVP Building Product Strategy AI Development
See details
● Live · £499

Includes AI Ready foundation

AI Builder

You don't need a technical background — AI does the technical work, you direct it. You end with a tool at a real URL, an automation running without you, and a product tested by a real user.

~14 hrs · 4 sprints · your pace

App Building Automation Workflow Design
See details
⏳ Coming soon · £599

AI Agents

Deploy AI agents that run workflows, handle tasks, and scale your output while you focus on what matters. Build the systems — then let them run.

Agent Design Workflow Automation AI Systems
Register interest →

Start here — career change · no technical background required

No technical background required. Built for career changers and early-career professionals — structured, simulation-based, and job-ready from day one.

● Live now · £649

Includes AI Ready foundation

Become an AI Data Analyst

Career changers into data. From no SQL to 130+ hours of real analysis work — done inside a financial services organisation, assessed against professional standards. A portfolio that shows what you can do. That's what gets you hired.

~142 hrs · 4 sprints · your pace

SQL Python Statistics Data Viz
See details

Career-grade outcomes.
Without the career break.

You've got options. A subscription course keeps the knowledge coming. A bootcamp builds serious skills. Autonomy was built for the professional who needs real outcomes, a defined endpoint, and a programme that fits around the job they're already doing.

Online courses
Coursera, LinkedIn Learning
and similar
Autonomy
autonomy.academy
✦ Our pick
Bootcamps
Intensive, full-time,
instructor-led
What you actually do
The learning method
Video lessons
+ multiple choice quizzes
Real work briefs.
Submit, get assessed, progress.
Live instruction
+ projects
Built for your role
Finance, Marketing, Data
~
✓
~
Real work you can show
Portfolio of assessed outputs
–
✓
✓
Fits around work
No fixed schedule
✓
✓
–
How long it takes
Realistic total
Ongoing,
no fixed endpoint
4 sprints,
at your own pace
12–16 weeks,
full-time
Certificate on completion
Verified credential
✓
✓
✓
Price
Total investment
~£15–50 / month
Ongoing subscription
£649 one-time
Lifetime access · includes AI Ready
£5,000–15,000
One-time

~ = partial / depends on the provider  ·  Bootcamp comparison based on UK providers including General Assembly, Ironhack, and Le Wagon

How it works
From curious to capable
in focused sprints.

Here's the full picture — then we'll show you exactly what happens inside a sprint.

The full programme — start to finish
✦
Day 1
Skills diagnostic
Maps your level. Skips what you know.
1
Sprint 1
Brief · Work · Submit · Feedback
2
Sprint 2
Skills compound
3
Sprint 3
Harder briefs
···
···
Judgement grows
✓
Final
Portfolio deliverable
🏆
Done
Portfolio + Certificate
Real work. Verified credential.
⏱
Your pace, no deadline
Come back whenever you're ready. Progress saves automatically — no deadlines, no expiry.
🛠
Bring your own AI
A laptop and a free ChatGPT or Claude account. That's it.
✦
Feedback on real work
Every submission gets specific, detailed feedback — not a score. Revise as many times as you need.
✉
Questions? Email us
[email protected] — you'll hear back from a real person. No ticket queue.

What happens inside a sprint
Each sprint has 2–3 nodes. Here's what one looks like.
Sprint 1
Sprint 2
Sprint 3
···
Sprint 8
1
Node 1 — Your first brief. A real scenario. A real deliverable.
Sprint 1 · Verdant Capital Partners · Your professional role
📋
Brief
A real professional scenario — a client, a deadline, a stakeholder expecting your work.
→
🛠
You work
Open ChatGPT or Claude. Complete the task. The work, not a quiz about the work.
→
📤
Submit
Submit your output directly in the platform — an analysis, a model, a strategy, a recommendation.
→
✦
Feedback
Detailed, specific feedback on your actual submission. Revise if you want. Then Node 2 unlocks.
2
Node 2 — Harder brief. Builds on what you learned in Node 1.
Unlocks after Node 1 passes · Same sprint
📋
Brief
Higher stakes. More judgement required.
→
🛠
You work
Same tools. Bigger problem.
→
📤
Submit
Assessed against professional-level criteria.
→
✦
Feedback
Pass → Sprint 2 unlocks.
Inside the simulation
You're not studying about a company.
You're working at one.

Log back in and things have moved — KPIs have shifted, characters have messaged, the situation has developed. Pick a function to see the brief you'd be working on.

Finance
Marketing
Data
autonomy-platform.com · AI for FP&A · Sprint 1, Node 2
AI for FP&A
Sprint 1, Node 1
Sprint 1, Node 2
Sprint 2
Sprint 3
Sprint 4 — Capstone
Progress
2 of 16 nodes complete
📋 Sprint brief
The CFO flagged a £2.3M discrepancy. Find it before the audit on Monday.
Verdant Capital Partners · FP&A team · Role: Senior Analyst
The automated Q3 close flagged a £2.3M variance between the P&L and the balance sheet. The external audit starts Monday. Your CFO needs to know the source, whether it's material, and what to tell the board — by end of day Friday.
Use AI to interrogate the entries, test your hypotheses, and draft the memo. The CFO will question your logic — make sure it holds.
Your deliverable
Trace the discrepancy to its source, assess materiality, and give the CFO the talking points she needs for Monday.
Your submission
Audit Memo — Verdant Capital Partners Q3 Close

The £2.3M variance traces to two intercompany entries incorrectly netted at consolidation: a £1.4M management fee accrual posted in OpCo but not eliminated at Group level, and a £0.9M FX revaluation that hit...
Using:
ChatGPT
Claude
Submit for assessment →
autonomy-platform.com · AI for Marketing · Sprint 2, Node 1
AI for Marketing
Sprint 1, Node 1
Sprint 1, Node 2
Sprint 2, Node 1
Sprint 3
Sprint 4 — Capstone
Progress
3 of 16 nodes complete
📋 Sprint brief
Launch week spend: £340k. ROAS: 1.1x. The model needed 3.5x. Find out why.
Luma · Performance marketing team · Role: Senior Marketing Manager
Week one of the Q4 product launch is done. CTR hit 3.2% — well above benchmark. But ROAS is 1.1x against a break-even target of 3.5x. The media agency is blaming the landing page. Your director needs your read before the all-hands tomorrow morning.
Use AI to work through the funnel data, stress-test the agency's argument, and build your own hypothesis. You'll have to defend it in the room.
Your deliverable
Your funnel diagnosis: where performance broke down, your lead hypothesis, and the one test you'd run first to prove it.
Your submission
Launch Diagnostic — Luma Q4

The agency's landing page argument doesn't hold. Page engagement time is 2m 14s — above average for a product launch. The drop is happening post-add-to-cart: 71% abandonment at checkout, almost all on mobile. The issue is...
Using:
ChatGPT
Claude
Submit for assessment →
autonomy-platform.com · AI for Data Analyst · Sprint 1, Node 1
AI for Data Analyst
Sprint 1, Node 1
Sprint 1, Node 2
Sprint 2
Sprints 3–4
Progress
0 of 16 nodes complete
📋 Sprint brief
Revenue is up 14%. Gross margin just fell from 42% to 28%. Find the leak.
Prism · Analytics team · Role: Data Analyst
This week's dashboard showed something nobody expected: revenue up 14% month-on-month, but gross margin has collapsed from 42% to 28%. Operations says nothing's changed. Your team lead needs an answer before the exec meeting in 24 hours.
Use AI to work through the data, test each hypothesis, and build a clear narrative. Your team lead needs to walk into that meeting with a confident answer — not a list of maybes.
Your deliverable
The margin drivers, quantified — with evidence your team lead can take into the exec meeting and a clear call on where to act first.
Your submission
Margin Analysis — Prism

The margin compression isn't one thing — it's three compounding. First: the new supplier deal (signed 6 weeks ago) shifted COGS on the top 3 SKUs from 31% to 47%. Those SKUs now represent 58% of revenue, up from 34%...
Using:
ChatGPT
Claude
Submit for assessment →
1
Reads like a real work task
A scenario, a stakeholder, a deadline. Not a lesson — a job to do.
2
Your own AI tools
ChatGPT or Claude — whatever you already use. Free tiers work fine.
3
Real output, professional assessment
Not multiple choice. A real deliverable, evaluated against the same criteria a senior colleague would apply.
4
Specific feedback, then next node
Detailed feedback on your actual submission. Revise until you're ready. Move on when you pass.

Most professionals have done the AI course. Passed the certification. Ticked the box.

But credentials don't prepare you for the moment it actually counts — a real brief, a real deadline, a stakeholder who needs answers by Friday. When that moment comes, most people freeze.

The gap isn't technical. It's experience. And experience has always been the one thing education couldn't give you.

Autonomy gives you experience.

🏢

A real workplace, not a classroom

Drop into a simulated organisation with real data, AI colleagues with distinct personalities, and competing priorities. Your work is evaluated against professional standards — it doesn't advance until it meets the bar.

⚡

Mastery-based, not clock-based

You advance when you've genuinely learned — not when the timer runs out. The curriculum adapts in real time. You spend zero hours on things you already know, and zero time moving on before you're ready.

📁

A portfolio of real, assessed work

A portfolio of real submitted work, verified competency scores, and a downloadable journey record. Something an employer can actually evaluate — not a PDF confirming you watched the videos.

🤖

An AI that watches everything

An AI coach monitors your progress around the clock. If you go quiet, it notices. If you're stuck on the same brief, it nudges you. In character. Specific to where you actually are. Never generic.

Programme finder

Not sure where to start?

Answer 5 quick questions and we'll match you to the right programme for your goals, background, and ambitions.

Question 1 of 5 20%

What best describes where you are right now?

What's your main goal for the next 6–12 months?

How would you describe your current experience with data or technology?

What kind of work excites you most?

How do you learn best?

How it works

Two engines. One outcome.

01

Knowledge Engine

Adaptive, mastery-based learning that personalises to how you think. You progress when you've genuinely learned — not when the calendar says so. Every concept is tested, every gap is filled before you move on.

→AI generates personalised explanations and practice problems
→Live code execution — SQL and Python in-browser, no setup needed
→Diagnostic credits your existing knowledge — no repeating what you know
02

Workplace Simulation

Step inside a real company. Real data. AI stakeholders with distinct personalities and competing priorities. Your work is evaluated against professional standards — it doesn't advance until it meets the bar.

→Real data, real decisions — inside a simulated organisation built for your function
→AI stakeholders with distinct personalities evaluate your work and respond in character
→Work doesn't advance until it meets professional standards — no moving goalposts

You leave with

A portfolio of real work. Verified evidence of capability.

Pricing

Simple, transparent pricing.

Foundation

AI Ready

● Live · £129

The foundation for every programme. Direct AI, validate its outputs, use it commercially — regardless of your function.

AI at work

Universal ● Live
£499

Any role

Universal AI

Details
Finance ● Live
£599

or 3 × £219

AI for FP&A

Marketing ● Live
£499

or 3 × £180

AI for Marketing

Data Coming soon
£499

 

AI for Data

Operations Coming soon
£499

 

AI for Operations

Product Coming soon
£499

 

AI for Product

Bundle: AI Ready + Finance £679 (save £49) · AI Ready + Marketing £549 (save £79)

AI Builder

Founders ● Live
£799

 

AI Founders

Builder ● Live
£499

 

AI Builder

Agents Coming soon
£599

 

AI Agents

Start here — career change

Data Analyst ● Live
£649

 

Become an AI Data Analyst

🔒 Secure payment by Stripe ✉ Access within minutes 📞 Questions? [email protected]

For educators

Give your students the experience they can't get in a classroom.

Universities, training providers, and bootcamps use Autonomy to add a workplace application layer to their programmes. Students do the knowledge in the curriculum. They do the job in Autonomy. Coaches get real-time intelligence on every student without spending hours observing.

→Cohort management — enrol students, track progress, compare performance
→Daily coaching brief — AI-surfaced insights on who needs attention and why
→Evidence outcomes — portfolio and competency data your students can use
→White-label options available for custom simulation environments

Get in touch

Start a conversation

For organisations

Build a workforce ready for an AI-first world. At scale.

AI is reshaping every knowledge-work function. The organisations that pull ahead are the ones reskilling fastest — not running courses, but creating real capability. Autonomy deploys across teams and divisions. Employees learn by doing the actual job, not watching videos about it.

⚡
Faster to competent

Mastery-based progression means employees advance when they've learned, not when the clock runs out. No wasted time, no surface-level ticking of boxes.

📊
Measurable outcomes

Competency scores, portfolio evidence, and performance data for every employee. Prove the ROI of your training investment with something beyond completion rates.

🔄
Multi-programme deployment

Deploy different programmes across different teams. Data analysts, AI PMs, business analysts — all in one platform, all with the same quality of simulation.

See the full proposition →

FAQ

Common questions

Yes — the Knowledge Engine starts from your actual level. Before you begin, a diagnostic assesses what you already know and what you don't, then personalises the curriculum from there. You won't be repeating things you already know or drowning in things you're not ready for. Many of our learners start with no SQL or Python experience at all.

It depends on your pace and existing knowledge. There's no fixed schedule — because it's mastery-based, you advance when your work meets the standard. Some people move quickly. Others take their time. Both are fine.

You'll receive a confirmation email from Stripe immediately. Within a few hours you'll receive a second email with your access link and login details. If you haven't received it within 24 hours, email us at [email protected] and we'll sort it straight away.

You get something more useful: a downloadable portfolio of real work, verified competency scores across professional dimensions, and a journey record showing exactly what you did and how you performed throughout. That said, we're also developing a formal credential through SAIGE (part of the Hyphen portfolio) for learners who want a qualification alongside their evidence portfolio.

Who we are

Built by people who've spent years bridging education and employment.

Autonomy is a product of Hyphen Education Group — a portfolio of businesses connecting learners, institutions, and industries. Hyphen companies include INTO University Partnerships, iO-Sphere, SAIGE Global, Nurture Higher Education, and NILE. We know what employers need and what education hasn't been able to deliver. Autonomy is our answer.

Our story →