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Know what's alreadycommoditised before you build.

Your AI category moves every week. Beplin shows what already exists, what still has edge, and where your next move should be.

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AI capabilities already out there - is yours on this list?

✕ Text generation✕ Summarisation✕ Code completion✕ Image generation✦ Entity extraction✦ RAG pipelines✕ Document Q&A✕ Speech-to-text✦ Competitive intel✕ Text generation✕ Summarisation✕ Code completion✕ Image generation✦ Entity extraction✦ RAG pipelines✕ Document Q&A✕ Speech-to-text✦ Competitive intel
✦ Structured data extraction✕ AI search✕ Recommendation systems✦ Differentiation scoring✦ Capability mapping✦ Knowledge graphs✦ Workflow orchestration✕ Data labelling✦ Structured data extraction✕ AI search✕ Recommendation systems✦ Differentiation scoring✦ Capability mapping✦ Knowledge graphs✦ Workflow orchestration✕ Data labelling
boltIdea interview

Don't wing it.
Interrogate your idea first.

Five sharp prompts. Zero fluffy founder poetry. Show up with a brief that has teeth.

Idea Interview

1/5

What painful problem are you solving right now?

Name one concrete pain point, not a broad market trend.

Specific answers create a better stress-test.

Browse map instead

Nobody told you the thing you're building might already be free. That's on us. It won't happen again.

01

The AI landscape shifts every week. Your moat might already be a library.

What was defensible in January is an open-source repo by March. Founders who don't track this build products that compete with free tools.

02
80%

of AI startups are building wrappers around LLMs, not real products.

The uncomfortable truth

Most founders
find out too late.

How it works

Three moves.
Total clarity.

01

Browse the map.

Thousands of AI capabilities, categorised by what they actually cost, how fast they run, and how reliable they are. Stop guessing what exists. See it.

boltCapability explorer

travel_explore2,492 capabilities live
02

Stress-test your idea.

Describe what you're building. A structured AI conversation grounded in the live capability map walks you through what's already free, what's partially solved, and where your actual differentiation lives.

boltTakes about 15 minutes. Worth 6 months.

travel_exploreAI-grounded teardown
03

Watch it change.

The landscape shifts. Your differentiation score updates. Monthly digests tell you when something meaningful moves - before competitors clock it.

boltAlerts that actually matter

travel_exploreMonthly landscape intel

The price of not knowing

£29 or 6 months?

Stress test - one-time

£29

Beplin

You're either
building the future
or funding it.

Know which one before you spend the next 6 months finding out the hard way.

boltStress-test my idea