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CAIDA or CAISA: Directing AI vs Building AI Solutions

Then you may want CAISA — the Certified AI Solution Architect. It is a peer credential, a different craft, not a higher rank. Some people take one, some take both, and the order between them is not fixed.

The distinction is not “does it involve AI.” CAIDA includes a domain where you build working tools — Business Applications — so the line isn’t drawn at whether you build. It’s drawn at what the thing you build has to survive.

Four conditions define the boundary. Work stays in CAIDA scope when all four hold:

  • it is buildable and maintainable by one participant
  • its users are named individuals, not an open population
  • it is safe without a governance artefact — no formal sign-off, policy or control framework required before it runs
  • manual fallback can be restored by the participant if it stops working

Fail any one of these and the work belongs in CAISA. A tracker three named colleagues use, which you could replace with a spreadsheet tomorrow, is CAIDA. A system your department depends on, which needs a data-protection review and which nobody can restore by hand, is CAISA — the same underlying technology, a different discipline of accountability.

The presence of AI inside the tool at runtime is expressly not the boundary. A tool that calls a model is not automatically architecture, and a tool that doesn’t is not automatically simple. Scale, ownership, governance and fallback are what decide it.

Which suggests where you’ll land. If your instinct on hearing “build” is a system other teams will depend on, with an owner, a review and an escalation path, that’s CAISA. If it’s a working tool that removes a weekly irritation for people you can name, that’s CAIDA — and Business Applications is where it lives.

Neither replaces the other. Every architect still directs AI daily — framing, validating, deciding what to hand over and what to keep. Direction is the universal capability between merely using AI and architecting it, and it doesn’t stop mattering because someone’s title changes. If you’re drawn to both, CAIDA is usually the more natural first step, because it is the discipline you will use on the days you are not architecting anything.