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ETF-as-a-Service: The AI Advantage
I work in ETF technology ( views are my own ) . I spend my days around the machinery that keeps ETFs running—basket files, create/redeem workflows, pricing/NAV controls, reconciliations, market data, operational cutoffs, and the “nothing-can-break” reality of market deadlines. And the more I look at the ETF ecosystem, the more obvious one thing becomes: ETFs are scaling faster than most firms’ operational and technology stacks can keep up. That’s where a new model starts to m
Chandra Sekar Reddy
Mar 45 min read


How ETFs Stay Liquid: The Hidden Role of Market Makers and Arbitrage
A behind-the-scenes look at how ETFs maintain liquidity through market makers and arbitrage—and why ETF liquidity works differently than stocks.
Chandra Sekar Reddy
Jan 253 min read
Why “In-Kind ETF Seeding” Matters More Than It Sounds
A behind-the-scenes look at why $3 billion of in-kind ETF seeding in 2025 signals a major shift in how modern ETFs are launched, structured, and optimized.
Chandra Sekar Reddy
Jan 43 min read
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