The energy-intensive processes of crushing, grinding, and flotation require precise control, but highly abrasive slurries rapidly degrade physical instrumentation.
Failing physical sensors force operators to run blindly with conservative, inefficient setpoints to avoid stalling massive mills, driving up energy costs and entitlement losses.
Operational Intelligence for Metals & Mining
We replace rigid assumptions and failing physical hardware with high-performance, purely data-driven foresight, empowering your team to maximize recovery rates and protect heavy capital assets.
How SYMPHONOUS Helps in Metals & Mining
SYMPHONOUS and its specialized intelligence engines — OpsNous and MachNous — address the specific operational challenges of metals & mining facilities.
Grade and Recovery Optimization
You cannot optimize what you cannot reliably measure. When abrasive conditions destroy physical gauges, OpsNous steps in. By deploying rigorous, purely data-driven soft-sensors, it infers critical process variables from your existing high-speed time-series data. Through continuous passive forecasting, operators receive highly accurate trajectories of recovery rates and dynamic baselines, allowing them to optimize the massive energy consumption of comminution circuits without relying on fragile hardware.
Heavy Asset Reliability
A catastrophic failure on a SAG mill or a critical overland conveyor instantly brings the entire mine to a halt. MachNous acts as your relentless mechanical safeguard. By continuously analyzing the multi-sensor telemetry of your heavy rotating equipment, it utilizes precise anomaly detection to isolate subtle thermal friction and vibrational drift. Catching these micro-anomalies early transforms reactive, multi-million dollar breakdowns into controlled, planned execution.
Unified, Site-Wide Clarity
A sprawling mine site generates an overwhelming amount of raw data. SYMPHONOUS cuts through the noise, consolidating process analytics and equipment health into an elegant, minimal, and modern digital twin. We prove value quickly through a frictionless 3-Month Pilot—onboarding 5 core users to ensure complete operational alignment—before scaling effortlessly into a full Plant Scale Deployment. Your command center receives a pristine, single source of truth to steer the entire operation at its absolute economic peak.
Bring operational intelligence to your Metals & Mining operation
Book a consultation and we'll scope a focused, measurable engagement for your facility.