Scale AI’s Ex-CTO Unveils AI Agent Tackling Big Data

Scale AI’s Former CTO Launches AI Agent That Could Solve Big Data’s Biggest Problem

Scale AI’s former CTO launches AI agent that could solve big data’s biggest problem, and it’s already making waves. The new startup, Isotopes AI, emerged from stealth with a massive $20 million seed round and a bold promise: finally bridging the gap between data infrastructure experts and business users who actually need insights.

Image Credits:Isotopes AI

What Makes Isotopes AI Different?

The company’s flagship agent, Aidnn, allows business leaders to ask natural language questions about their data—without needing technical expertise. It can pull information from finance apps, ERPs, CRMs, and cloud storage, then generate detailed reports or even draft planning documents.

This approach directly addresses the long-standing challenge where engineers manage big data systems, but decision-makers struggle to extract insights in real time.

A Strong Pedigree in Big Data

The team behind Isotopes AI isn’t just another AI startup. Co-founder and CEO Arun Murthy has decades of experience in big data. Two decades ago, he helped build Hadoop at Yahoo—technology that fueled the big data boom of the 2010s.

Later, he co-founded Hortonworks, which went public just four years after launch before merging with rival Cloudera. Murthy then managed hundreds of people at Cloudera, where he again witnessed how hard it was for executives to access data without relying on engineers.

Patents and Early Ambition

To protect its technology, Isotopes AI has already applied for 10 patents, highlighting the sophistication of its approach. According to Murthy, Aidnn is more than just another analytics agent—it’s designed to fundamentally change how businesses interact with their data.

Why This Matters for Businesses

Countless companies have tried to solve the data accessibility problem, but most fell short because they lacked the right blend of technical expertise and user-centric design. By combining large language models with decades of big data experience, Isotopes AI is positioning itself as a serious contender in enterprise AI.

With data volumes exploding across industries, solutions that make insights instantly accessible will define the next wave of innovation. If Aidnn delivers on its promise, it could reshape how businesses operate—moving from raw data to actionable strategy faster than ever.

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