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Ankit Maheshwari: AI, architecture and impact

From early coding experiments to architecting AI-native healthcare systems at Innovaccer, Ankit Maheshwari on why clean data, infrastructure-first thinking, and human-centered design will define AI’s next chapter.

Ankit Maheshwari: AI, architecture and impact

Ankit Maheshwari, the Chief Product and Technology Officer at Innovaccer, has always been captivated by artificial intelligence (AI). This fascination began during his school years when he experienced the transformative power of code for the first time. This early exposure to the potential of programming ignited his passion for creating and building using technology.

While pursuing his engineering degree, Maheshwari delved deeper into AI and machine learning (ML), even though these concepts were still largely academic in India. His college's software incubator served as a fertile ground for his experimentation, where he built solutions for both his college and neighboring institutions.

At Innovaccer, Maheshwari recognized that AI is not about replacing humans but rather amplifying human capability. He championed building intelligent systems that complement and enhance human skills rather than replace them. This philosophy guided Innovaccer's approach to healthcare, where the company aimed to unify fragmented data, enable predictive insights, and support better clinical decision-making.

Initially a horizontal data and analytics company, Innovaccer pivoted to focus exclusively on healthcare when they encountered challenges related to siloed data, inefficiency, and excess spending within the US healthcare system. Maheshwari's leadership at Innovaccer has resulted in AI-native applications that prioritize clean, connected data as the foundation for success in healthcare.

Maheshwari acknowledges that data silos, strict regulatory compliance, and clinician resistance to change remain significant challenges in deploying AI at scale in healthcare. However, he remains optimistic about the transformative impact AI can have across various industries. He envisions AI playing a crucial role in accelerating drug discovery, advancing cancer research, and improving healthy aging.

Moreover, Maheshwari is particularly fascinated by the potential of edge AI and the integration of physical AI through robotics, which could revolutionize various sectors, including agriculture, climate resilience, and education.

Written by urgent.news from YourStory's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

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