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Life & fun · July 27, 2016

Hyperparameter Optimization as a Service

KeplrAI gives every critical asset in a plant its own maintenance intelligence. Assets predict failures, trigger parts procurement, and coordinate repairs — across downstream and midstream.

Hyperparameter Optimization as a Service launched on July 27, 2016 with 6 votes and more than 50% of that year's launches. The site was still online in September 2026, 10 years on.

What it does

Critical assets stream pressure, temperature, and vibration into historians no one reads. Maintenance runs on calendars and tribal knowledge. Every asset learns its own failure signatures and predicts the next breakdown. An AI agent then coordinates the response: parts, work orders, dispatch. Every repair makes it sharper. One continuous loop per asset. Field data flows back into the model. Every repair makes the next prediction sharper. Plug into the plant's existing DCS, SCADA, PLCs, and historians (PI, Aspen IP.21, Honeywell PHD). Read-only integration. No rip-and-replace. Plug into the plant's existing DCS, SCADA, PLCs, and historians (PI, Aspen IP.21, Honeywell PHD). Read-only…from keplr.io

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