The days of selectively instrumenting a handful of elite applications are long gone; today's IT environments are drowning in an avalanche of telemetry data generated by everything from microservices to voracious AI agents. Mike Kelly, CEO of Bindplane, warns that blindly hoarding petabytes of logs and traces isn't just a technical nightmare—it's a fast track to astronomical cloud bills that will force a regulatory reckoning for unprepared CIOs. To survive this exponential data explosion, organizations must abandon manual collection methods and embrace AI-driven telemetry pipelines that automatically filter, compress, and route critical signals, transforming crippling data sprawl into a streamlined, cost-effective asset.