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Companies spent billions on AI. Now they want proof it works

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Companies spent billions on AI. Now they want proof it works

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Companies spent billions on AI. Now they want proof it works

Enterprises have spent heavily on AI tools to boost productivity, but many are now discovering a new challenge: verifying whether AI-generated output is accurate and reliable. The next phase of the AI race may be less about adoption and more about accountability.

By Abhishek Saikia June 18, 2026, 8:29:56 PM IST (Published)
Companies spent billions on AI. Now they want proof it works
One of India's largest payments platforms processes over $20 billion in transactions annually. Its engineering team manages more than 2,000 APIs powering everything from authentication and payment processing to fraud checks, reconciliation, and customer notifications. The system works. Uptime is strong. Releases go out regularly.

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