After AI Consulting

What pays off first, by sector

What pays off first depends on what you make.

The order of operations is not the same in a plant, a bank, and a distribution centre. What is common is that the first win is almost never the one the vendor demo showed.

Nine plain outline glyphs — a pallet, a vault door, a hospital bed, a shipping container, a retail shelf, a server rack, a document folder, a conveyor and a delivery van — each standing on its own short datum segment at a different height.

Industries

  1. 1.1ManufacturingWhere does AI pay off first in a manufacturing business?
  2. 1.2Financial ServicesRegulatedWhat can a regulated financial institution safely do with AI?
  3. 1.3FintechRegulatedWhat do fintechs need from AI that banks do not?
  4. 1.4HealthcareRegulatedWhat is realistic for AI in a healthcare organization right now?
  5. 1.5Consumer GoodsHow do consumer goods companies get value from AI beyond content generation?
  6. 1.6Warehousing & DistributionWhat can AI do in a warehouse that does not involve buying robots?
  7. 1.7InsuranceRegulatedWhere does AI fit in an insurance operation without creating regulatory risk?
  8. 1.8RetailWhat does AI change for a retailer that is not another recommendation engine?
  9. 1.9Professional Services & MSPsHow does a services business use AI without commoditizing what it sells?

Regulated sectors

4 of these carry supervision that shapes what can be automated and what has to stay a documented human decision. In those sectors the governance work is part of the build rather than a phase afterwards, and we price it that way.

Or start from your function

If you own a function rather than a sector, the function pages answer the same question from the other direction.