How Decision Velocity Is Transforming Enterprises | Kelton Tech Amit Srivastava Podcast Insights

Artificial intelligence is moving beyond experimentation as enterprises focus on measurable outcomes and scalable impact. In this episode of the Analytics Insight Podcast, host Priya Diyalani speaks with Amit Shrivastav, Global Head AI GTM and Director Product Management at Kellton, about how decision velocity and agentic AI are transforming enterprise execution.

The discussion explores how organizations are shifting from data-driven insights to action-driven intelligence, where speed, accuracy, and context define success. Amit explains why decision-making bottlenecks persist despite advanced analytics and how enterprises can redesign workflows, governance, and accountability structures to accelerate outcomes.

The conversation also highlights the importance of embedding domain expertise into AI models, implementing intelligent escalation frameworks, and aligning systems with long-term business goals rather than short-term metrics. Real-world challenges, including misaligned AI decisions and trust issues, are examined to underline the need for contextual intelligence and human oversight.

Looking ahead, the episode outlines how enterprises are moving beyond AI hype toward value-first strategies that prioritize ROI, scalability, and ethical deployment. As organizations integrate AI into core operations, the future points toward autonomous, goal-driven enterprises powered by human-AI collaboration.

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