Here’s what $3M worth of infrastructure mistakes taught us about building data systems for oil and gas operations: Most founders discover too late that their MVP architecture can’t handle enterprise-scale operational data from wells, pipelines, and production facilities. Data infrastructure for oil and gas operations is the foundational system architecture that collects, processes, and delivers
A sports tech founder just watched their platform crash during the NBA playoffs. 50,000 concurrent users became 500,000 in thirty seconds, and their MVP architecture collapsed like a house of cards. Sports tech data infrastructure is the foundational technology stack that collects, processes, and delivers real-time sports data—from player tracking sensors to fan engagement metrics—at


