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How to read this catalogue

This is a private, internal strategy tool — a structured way to explore, compare and shortlist more than one hundred AI business opportunity ideas. It is not a public marketing site and it makes no promises.

Ideas are hypotheses​

Every idea here is a hypothesis, not a proven business. Nothing on these pages has been validated with paying customers. Read each page as "here is a bet we could test", never as "here is a business that works".

To keep this honest, the catalogue distinguishes:

  • Facts — statements that could be checked against evidence.
  • Market information — competition, pricing and adoption; changes over time, verify before relying on it.
  • Strategic judgement — reasoned interpretation, clearly a point of view.
  • Assumptions — things believed but not yet validated.
  • Speculation — possible futures that cannot be known now.

Where a value has not been assessed, the interface shows Not assessed rather than inventing a number. Pricing is always a hypothesis. Market scores are judgement. Legal and regulatory notes require professional verification.

What the labels mean​

LabelMeaning
StatusWhere an idea sits in its lifecycle. Everything starts at Concept.
ValidationEvidence collected so far. Everything starts at Not tested.
Market chipsGeographies the idea might suit (a starting guess, not a claim of demand).
Demo availableA frontend-only clickable prototype with synthetic data exists.
Not assessedThe analytical field has deliberately not been scored. Score it yourself from real evidence.

Data and safety notes​

  • Every demo uses synthetic data only and is clearly labelled "synthetic demonstration, not a production system". Demos avoid medical, legal, structural, safety and financial decisions.
  • Healthcare ideas are limited to administration — never clinical decisions.
  • Municipal ideas stay away from automated rights, benefit, permit, enforcement or eligibility decisions; a human civil servant always decides.
  • Construction calculations and compatibility rules stay under qualified human and deterministic control.

How to use it​

  1. Skim the homepage for the thesis and the top candidate ideas.
  2. Filter the Catalogue by category, market or "has a demo".
  3. Open an idea, read its consistent 18-section page, and try any linked demo.
  4. Shortlist promising ideas (saved in your browser) and compare up to four.
  5. Pick one to test and open the Validation workspace.
  6. When a few ideas earn real evidence, assemble a publish set for a future public site.

:::tip The only validation that counts A customer's money or a credible procurement step. Interest and praise are not validation. :::