How ControlCom Turns 300+ Million Monthly Facility Data Points Into Instant Answers With Tiger Data

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ControlCom Connect streams telemetry from thousands of industrial and facility assets into TimescaleDB, powering instant dashboards and an AI assistant, the same platform that caught $160,000 in hidden utility billing errors at one healthcare site and flagged a tier 1 hospital's backup generators left in manual before a power failure could put patients at risk.

A six-person team building a vendor-neutral industrial IoT platform streams telemetry from thousands of facility assets, from PLCs and meters to switchgear and generators, into TimescaleDB. The result: dashboards that re-bucket 300+ million data points a month on the fly, and an AI assistant that answers questions against live and historical readings in real time. That speed shows up across a growing list of catches, among them a healthcare deployment where automated monitoring caught $160,000 in utility billing errors that had gone unnoticed for years, and a tier 1 hospital where the same monitoring flagged...

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