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๐Ÿš€ Guide ยท Accelerators

How AI startup accelerators work

Accelerators trade money, mentoring and connections for a share of your company, or sometimes for nothing at all. This guide explains the deals, the differences between programmes and how applying works.

What is an accelerator?

An accelerator is a fixed-length programme for early-stage startups, run in cohorts. You get some mix of investment, mentoring, a founder network, perks such as cloud credits and an introduction to investors, often at a demo day at the end. Most programmes last a few months.

In return, many accelerators invest in exchange for equity. Others are equity-free, funded by corporates, governments or universities.

The main types

Investment acceleratorsInvest cash for equity in each startup, e.g. Y Combinator's standard deal [source].
Pre-team programmesBack individuals before they have a co-founder or company, e.g. Entrepreneur First.
Equity-free programmesNo equity taken, often corporate- or publicly backed, e.g. Physical AI Growth Lab, BSC AI Factory Accelerator Programme, Call 1 and NEXT AI 2027 cohort.
Focused cohortsFor a sector, region or group of founders, e.g. Foundry3 Agentic AI Accelerator (women-led startups, 2027) for women-led startups building with agentic AI.
Generalist acceleratorsNot AI-specific but open to AI startups, e.g. Techstars London Accelerator (2027).

Accelerator, incubator or venture studio?

TypeStageLengthTypical deal
AcceleratorEarly, often with a product or prototypeFixed cohort, usually monthsInvestment for equity, or equity-free support
IncubatorIdea or very earlyOften open-endedSpace and support; terms vary widely
Venture studioThe studio starts the company itselfOngoingThe studio usually keeps a large stake

The labels are used loosely. Compare the actual terms: money, equity, length, location and obligations.

How much equity do accelerators take?

It ranges from nothing to a meaningful slice of your company, and the structure matters as much as the percentage.

  • Y Combinator invests $500,000: $125,000 converts into a fixed 7%, and $375,000 is invested on an uncapped MFN SAFE. YC's own worked example: if your next SAFEs are at a $15M post-money cap, the $375,000 converts to 2.5% [source].
  • Entrepreneur First: Up to $250K investment once you form a company; $600K+ in credits (incl. $350K Azure).
  • Equity-free: Physical AI Growth Lab lists Free, equity-free; up to โ‚ฌ350K Microsoft Azure credits plus NVIDIA Inception credits and hardware discounts; NEXT AI 2027 cohort lists No equity, no funding (investor network access).

SAFEs. A SAFE (simple agreement for future equity) is an investment that converts into shares at a later priced round, usually subject to a valuation cap or discount. It was created by Y Combinator for US companies. UK-incorporated companies often use different instruments, so take legal advice on what you sign.

Who gets in?

How applying works

  1. Shortlist by deadline and terms. Our accelerators list shows each programme's published terms and deadline.
  2. Read the deal first. Know what you'd give up, where you'd need to be, and for how long, before you apply.
  3. Write a clear application. Expect questions on what you're building, who it's for, evidence of progress, and why your team. Some ask for a short video.
  4. Interview. Shortlisted founders are usually interviewed, often briefly.
  5. Talk to alumni. Founders from past cohorts are the best source on what a programme is really worth.

When are the deadlines?

Most accelerators run one or two cohorts a year with a fixed deadline for each, and some review applications on a rolling basis before the deadline, so applying early can help. A few accept applications at any time. Programme start dates are usually one to three months after the deadline: Foundry3 Agentic AI Accelerator (women-led startups, 2027), for example, closes in February for a cohort starting in March.

How we check these listings

Every accelerator on advance.to links to the programme's own page and shows the date we last checked it. We quote deals as the programme states them and say when terms aren't published. More guides are in our guides hub. Read more on our about page.

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Frequently asked questions

What does an accelerator give you?

Usually a mix of investment, mentoring, a founder network, perks such as cloud credits and introductions to investors, over a fixed programme of a few months.

How much equity do accelerators take?

From none to a meaningful stake. Y Combinator's standard deal is $500,000: $125,000 for a fixed 7% plus $375,000 on an uncapped MFN SAFE. Several programmes on our list are equity-free.

What's the difference between an accelerator and an incubator?

Accelerators run fixed-length cohorts for startups that are already moving, often with investment. Incubators usually support earlier ideas over a longer, open-ended period. The words are used loosely, so compare terms.

Do I need a co-founder?

Not always. Some programmes want a technical co-founder, while others, like Entrepreneur First, are designed for individuals who haven't found one yet.

Do I need to relocate?

Many programmes are in person in a specific city for some or all of the cohort. Check location and visa requirements before applying.

Can I apply with just an idea?

Some programmes accept idea-stage founders, but many ask for a product, prototype or early traction. Each listing shows the programme's stated eligibility.

What is a SAFE?

A simple agreement for future equity: an investment that converts into shares at a later priced round. It was created by Y Combinator for US companies, and UK companies often use different instruments, so take legal advice.

Sources

Programme details are quoted from the organisers' pages on the dates shown. advance.to isn't affiliated with any organiser.

  1. Y Combinator: The YC deal
  2. Entrepreneur First: Entrepreneur First (checked 2026-10-31)
  3. UnternehmerTUM Accelerator with Microsoft, Infineon and NVIDIA: Physical AI Growth Lab (checked 2026-10-31)
  4. Barcelona Supercomputing Center (BSC AI Factory): BSC AI Factory Accelerator Programme, Call 1 (checked 2026-10-31)
  5. NEXT Canada: NEXT AI 2027 cohort (checked 2026-11-01)
  6. Foundry3: Foundry3 Agentic AI Accelerator (women-led startups, 2027) (checked 2026-11-01)
  7. Techstars: Techstars London Accelerator (2027) (checked 2026-11-01)
  8. 0G and xBuilders: 0G Apollo AI Accelerator, Cohort 2 (checked 2026-10-31)

About the author

Sam is an editor at advance.to who tracks and verifies AI funding opportunities: fellowships, grants, compute credits, accelerators and competitions. How we verify listings.

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