The AI API: The Twilio Moment for Machine Learning

The article argues that AI/ML has reached a democratization inflection point where most software companies can deploy AI features without hiring specialized teams, similar to how Twilio and Stripe abstracted complex technical problems. According to survey data, 90% of startups plan AI features but only 30% are hiring new staff, indicating the technology is now accessible enough for small teams to implement in days or weeks rather than years.