Pharos DynamicsPharos Dynamics

Run your plant at its physical best.

Accelerate real-time operating decisions. Turn static safety margins into dynamic savings.

Start with a 4-week pilot →
The current state

Your plant is losing energy, yield, and uptime. Your engineers lack the hours to act on it.

Equipment Overcleaned

Cleaning cycles run on fixed timers, regardless of the equipment state.

Heat recovery degrades

Heat exchangers foul silently, and energy goes up.

Reactors underperform

Transformation steps run on worst-case setpoints.

Equipment siloed

Operations are optimized in sub-units, not at plant level.

The platform

Sensor data and operator records. Physics-grounded AI.
Decisions ready to validate.

Connect

Read-only link to your historian, SCADA, MES, CMMS.

Model

Physics-informed AI models, calibrated to your plant data.

Recommend

Actionable guidance for operators and engineers.

Learn

Models learn continuously from new data and feedback.

Circular factory production line with reactors and equipment
Pharos Dynamics

Compliance by design

·On-premise compute·Data security (ISO 27001)·Full auditability
Use Cases

Already deployed.
Already paying back.

More are in active development in the food & beverage and chemical industries. Tell us your problem →

Dairy plant: clean-in-place scheduling.

Optimize when and for how long to clean, replacing fixed timers with real-time fouling-aware logic while meeting quality constraints.

−20%
Cycle time & chemicals
+2%
OEE

Paper plant: fouling management.

Forecast the fouling of thermal equipment (heat exchangers, boilers) to plan maintenance better and reclaim the energy quietly slipping away.

−6%
THERMAL ENERGY
−40%
UNPLANNED CLEANINGS
Request a pilot

Let's see what your plant is leaving on the table.

We reply within 48h with a short scoping note and proposed pilot shape.

Desired outcomes

We use your information only to reply about your pilot request. No spam, no mailing list.

About us

Built by operators and researchers from the process industry.

20+ years of experience in the industry

NespressoNeustarkAir LiquideExxonMobilRepsol

PhDs from leading universities

ETH ZurichUniversity of CambridgeGeorgia Tech