Why is local-first the future-proof strategy for AI?

Because the cost, regulatory, and security pressures on cloud-only AI all point in the same direction over time — local capability becomes the more defensible default, cloud becomes the optional accelerant. Clients who build local capacity now will be ahead when those pressures intensify. sca