Raktim Singh

Home Enterprise AI & Digital Transformation — Insights, Models & Strategy

Enterprise AI & Digital Transformation — Insights, Models & Strategy

Agentic Quality Engineering: Agentic Quality Engineering (AQE) is the lifecycle discipline that tests, simulates, monitors, and audits AI agents that take actions …

The Safe, Self-Healing AI Enterprise The real enterprise AI advantage is no longer intelligence—it’s operability. Organizations that win are those that can …

Enterprise AI Runtime The intelligence is easy to demo. The hard part is operating autonomy—safely, repeatedly, and at enterprise scale. AI agents …

Intelligence is easy to demo. Operability is hard to industrialize. The AI Factory model explains how global enterprises scale AI safely.

Executive summary AI pilots fail because intelligence is easy to demo—but hard to operate. Enterprises don’t need more agents. They need services-as-software. Most …

The Big Shift: AI Is No Longer “A Tool You Use.” It Is Work That Runs The AI advantage has shifted. It’s …

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