Every time someone taps a card, sends money through an app, or places a trade, data is created. That part is obvious.
What’s less obvious—and where the real competitive advantage lives—is how that data is captured, processed, and turned into decisions in milliseconds.
At scale, this isn’t a “data problem.” It’s an infrastructure problem that directly impacts revenue, fraud losses, and user trust.
To put some numbers around it:
- Visa can handle 65,000+ transactions per second at peak
- Stripe processes hundreds of billions in annual payment volume
- Robinhood ingests millions of market events per second during volatility spikes
- PayPal runs fraud models across 400M+ accounts globally
At that scale, your data architecture isn’t just backend plumbing—it is the product.