FLOCK · 2026-10-29 14:15 UTC

Why the enterprise AI era is bottom-up, after the top-down SaaS era

Top-down AI adoption strategies failed with 95% of pilots not reaching production, unlike the successful top-down SaaS era, because they were disconnected from everyday business operations. Bottom-up AI adoption, where individual employees experiment with tools first and solutions are built around their needs, is proving more effective and driving enterprise adoption. As software development costs drop, the bottleneck shifts from building software to connecting AI systems to business processes, data governance, and compliance - areas FLock.io addresses.

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