Why Most Coffee Roasters Fail to Implement AI—And How to Avoid the Pitfalls
Key Facts
- Nearly half of US adults consume specialty coffee daily, surpassing traditional coffee at 42%.
- 69% of consumers aged 25–39 report weekly specialty coffee consumption, the highest of any age cohort.
- 50% of specialty coffee drinkers use both sweeteners and whiteners in the same cup.
- 60% of specialty coffee drinkers consumed cold coffee last week, a 6.6 percentage point annual increase.
- 41% of specialty coffee drinkers are open to trying mushroom coffee, signaling a demand for agile innovation.
- AI initiatives applied to isolated use cases rarely scale and deliver limited enterprise impact.
- Coffee beans are considered suboptimal once they are older than two to three weeks.
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