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AI features can fail while returning valid JSON and green dashboards, producing polished but wrong answers. Product teams must design failure UX with deterministic rules, fallbacks, and clear messages, since retries and confidence scores hide problems. India's AI market is forecast to reach $6.28 billion by 2030.
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