M10 Labs

Why AI Adoption Fails Without Platform Thinking

Many enterprises have launched AI pilots — chatbots, automation tasks, predictive models — with optimism. Yet time and again, the outcome falls short of business expectations. The gap isn’t the AI model; it’s the platform posture. When organizations treat AI as a standalone tool rather than a coordinated platform, results are limited. According to a […]

Enterprise AI Modernization: From Pilot Projects to Scalable Platforms

Introduction In 2025, many enterprises are no longer asking if they should adopt AI—they’re asking how they scale it. Pilots, proof‑of‑concepts, and isolated models are no longer enough. The organisations unlocking real business value treat AI as a platform—a reusable architecture, governed data pipelines, product teams, and a delivery model built to scale. At M10 Labs, […]