# Acaysia: adaptive control for drifting industrial processes

Canonical: https://thelazyweb.com/companies/acaysia/
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Author: Ali Abouelatta (https://thelazyweb.com/authors/ali-abouelatta/)
Published: 2026-09-19
Updated: 2026-09-19
Research type: Company profile
Method: Company and accelerator sources checked 2026-09-19. Product claims are attributed to their sources; this is research, not a hands-on product trial.

Acaysia is building adaptive control software for physical processes, starting with chemical reactors. Its buyer is a plant operator that already has PLCs and advanced process control but still loses yield, energy or throughput as feedstock and conditions drift.

## What it does

The [current Acaysia site](https://acaysia.com/) says the controller builds a process model from plant data and known physics, simulates thousands of trajectories with MPPI, optimizes yield, energy and throughput, and falls back to the existing PID in under 100 milliseconds when a fault occurs. The company says it runs on real reactor hardware, begins in shadow/advisory mode and retrains on-premises with versioned rollback.

Acaysia says its current proof comes from continuous stirred-tank reactors and publishes claims of more than 2% yield improvement, roughly 10% energy reduction and a failsafe response under 100ms. Those are company-reported operating results, not an independent plant-control benchmark. The site

[Acaysia: adaptive control for drifting industrial processes](<https://www.thelazyweb.com/companies/acaysia/>)

Source observed: 2026-09-20T02:21:53.044Z. Last checked: 2026-10-08T01:53:23.577+00:00.

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