The Moseley Platform

One platform for Predictive Molecular Intelligence.

Moseley senses the molecular state of an environment, predicts where it is heading, and acts to keep it inside safe limits — the same closed loop whether the environment is a banana ripening room or a semiconductor cleanroom. Detect. Predict. Control. Orchestrate.

Abstract visualisation of molecular sensing and prediction — a glowing cyan cloud of molecules drifting through dark space with data-trajectory lines

Moseley is a Predictive Molecular Intelligence platform that detects, predicts and controls molecular environments across fresh produce and advanced manufacturing supply chains.

How it works

A continuous sense → predict → act loop

Every Moseley deployment runs the same four-stage pipeline. The chemistry, the targets and the actuators change with the application; the architecture does not. That is what makes Moseley a platform rather than a single product.

The closed sense-predict-act loop — a sensor chip emitting particles into a glowing cyan ring that returns as an intervention pulse
01Molecular Recognition

Detect — molecular recognition at trace concentration

Moseley sensing begins with molecular recognition. Our biomimetic sensor arrays are inspired by the way living tissue detects gases such as ethylene — selective binding chemistry that responds to the target molecule at parts-per-billion levels, in the presence of confounding background gases, humidity and temperature swings. Arrays combine multiple recognition chemistries so the platform reads a molecular fingerprint, not a single channel.

Biomimetic arraysppb sensitivityCross-selectivityE-Array · E-Nose
02Predictive Models

Predict — where the environment is heading

Raw signal becomes foresight. Machine-learning models trained on Moseley sensor data turn the molecular fingerprint into a forecast: how fast ethylene is accumulating and when produce will tip into over-ripeness, or how a contaminant plume will evolve across a process tool. Prediction is what turns monitoring into intervention — you act before the damage, not after.

ML forecastingDegradation curvesEarly-warning thresholds
03Autonomous Intervention

Control — act on the molecular environment

Detection and prediction close the loop only when the platform can act. Moseley pairs sensing with intervention — distributed remediation that removes or modulates the target gas, and signalling to existing infrastructure (HVAC, scrubbers, dosing, abatement). In fresh produce this means holding ethylene below the ripening threshold; in manufacturing it means keeping a molecular contaminant below the process tolerance.

Distributed remediationE-MCP modulatorActuation signalling
04Fleet Intelligence

Orchestrate — across a fleet of environments

A single room is a node. The platform coordinates many of them — cool rooms, distribution centres, refrigerated containers and trailers, or a line of process tools — into one fleet view. Orchestration shares models across sites, ranks where to intervene first, and turns thousands of molecular readings into supply-chain-level decisions.

Fleet dashboardCross-site modelsCold-chain & fab telemetry
Where it applies

Two applications today, one architecture

One architecture across two environments — a refrigerated fresh-produce cold room on the left and a semiconductor cleanroom on the right, joined by a single line of cyan light

Fresh produce cold chain

Ethylene is the molecule that ripens — and over-ripens — fruit and vegetables. Moseley detects it at trace levels, predicts the ripening trajectory and controls it across cool rooms, distribution centres, containers and trailers. Explore fresh produce →

Semiconductor manufacturing

Airborne molecular contamination degrades yield in advanced fabs. The same detect–predict–control loop watches process-critical gases and signals intervention before contamination reaches the wafer. Explore semiconductor manufacturing →

See the platform applied to your environment.

Whether you move fresh produce or build chips, the molecular intelligence loop is the same. Tell us what you are trying to protect.

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