Contact UsContact UsMaximize recovery and ensure asset reliability with RISHI. Turn complex ore and process data into actionable guidance to minimize throughput losses and optimize reagent efficiency.
Book a Consultation CallMining and metals operations operate under constant variability. Ore characteristics change daily, operating windows are narrow, and upstream disturbances propagate rapidly through crushing, grinding, flotation, thickening, and smelting circuits. A single incorrect adjustment of grind size, reagent dosage, air rate, or feed blend can reduce recovery, overload downstream units, or accelerate equipment wear within hours.
While plants generate vast volumes of sensor, lab, and maintenance data, insight during instability is often delayed. Critical decisions rely heavily on experienced metallurgists or shift-specific judgment that may not be available across all shifts or sites. Teams must act quickly, with incomplete context, knowing each decision impacts recovery, cost per tonne, asset health, and safety.
RISHI shifts decision-making from intuition to evidence across the entire value chain.
Operators often react to a single symptom low recovery, rising power draw, or unstable froth. In reality, these outcomes result from interacting factors such as ore variability, grind size, reagent chemistry, and equipment condition. The Shift: RISHI correlates ore properties, process variables, lab results, and historical cases to reveal system-level behaviour. The Benefit: Teams understand why recovery or throughput changed, not just that it did.
Mining and metals teams typically see value first in speed, consistency, and recovery protection:
Reduces time spent diagnosing recovery swings or equipment stalls.
Through more consistent reagent and throughput management.
By validating the most efficient operating setpoints.
Through early detection of "bad actor" equipment failures.
Driving throughput stability, recovery consistency, and safe operations through intelligent decision support
Answers to common questions about how RISHI supports complex mineral and metallurgical operations.
Historians show trends; RISHI explains why performance changed. It correlates ore, process, and equipment data to diagnose root causes and recommend validated actions.
Yes. RISHI is designed for real-time decision support, helping operators and metallurgists stabilise operations during recovery loss or throughput disturbances.
No. RISHI amplifies their expertise by automating analysis and making validated logic available to every shift.
RISHI captures incidents, root causes, and successful actions in a shared Case Library, ensuring lessons are reused consistently.
RISHI is fully explainable. Every recommendation is traceable through Fault-Tree logic and engineering reasoning.
Most sites see measurable improvement within months. Preventing a single prolonged recovery loss or throughput constraint can deliver rapid, material payback.
See how RISHI helps teams detect issues early, diagnose faster, and make confident operational decisions. It turns complex process behavior into clear, actionable guidance to resolve unit upsets and slow degradation.
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