The fastest path to AI ROI is through integration, not models

November 21, 2025 Arun Dorairajan

Business people dressed in smart casual clothing working in office

AI without integration delivers zero ROI – because intelligence without access is just guesswork.

Companies are spending millions on AI pilots, proof-of-concepts, and subscriptions to every model under the sun – GPT-4 , Claude, Copilot, Gemini – hoping one of …

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