Typical Annual Value Uplift
From recovery improvements, reagent savings, and throughput stability without adding equipment or capital.
Mining AI Platform
NTWIST's MineMax AI platform gives mining teams pit-to-plant intelligence eliminating grade surprises, stabilizing throughput, and unlocking $1–20M/year per site.

🛡️ Enterprise-Grade Security
🌍 Deployed Globally Gold, Copper, Nickel, Iron, Silver, Zinc, Ore, Metal
Trusted by leading mining companies
The MineMax Platform
MineMax is a single AI-powered supervisory platform that unifies your geology, mine planning, and metallurgy teams. It sits on top of your existing SCADA, FMS, and historian systems no rip-and-replace required.
From recovery improvements, reagent savings, and throughput stability without adding equipment or capital.
Track every tonne from pit to plant through stockpiles and transfer points with confidence-bounded inventories.
Replace coarse stockpile averages with resource-grade block models that expose hidden grade and hardness variability.
1–7 day predictive feed forecasts with confidence bounds let your plant prepare before surprises arrive.
Flags misplaced ore, emerging grade risks, and constraint violations before they impact throughput.
MineMax is a modular platform. Deploy all four together for full pit-to-plant optimization, or start with the module where your biggest opportunity lies.
Ore Stockpile Management Software
OreMax replaces coarse stockpile averages with probabilistic block models that expose hidden grade and hardness variability giving geology teams the confidence to plan reclaim sequences and blend with precision.
👥 Resource Geologists, Geology Managers, Mine Technical Services

Block-Level ROM Management Software
DynaMax generates high-resolution maps of ROM pad inventory and delivers short-term reclamation scenarios with feed forecasts letting the plant prepare for what's coming rather than react to surprises.

Geometallurgical Blending Software
PlanMax produces executable blend/reclaim plans that reduce variability in grade, hardness, and mineralogy balancing value and stability within mine, ROM pad, and plant constraints simultaneously.
👥 Short-term Planners, Metallurgists, Technical Services, Mine Manager

Geometallurgical Modelling for Optimized Mill Performance
MillMax optimizes plant performance by translating changing feed conditions into explainable operating recommendations. It works alongside existing APC/MPC systems stabilizing control rooms while improving economics.
👥 Metallurgists, Control Room Operators, Processing Manager, Plant Manager

From gold mines in Peru to HPAL facilities in Canada, NTWIST has delivered quantified value across commodities and geographies.
From gold mines in Peru to HPAL facilities in Canada, NTWIST has delivered quantified value across commodities and geographies.
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🏅Model Validated Independent confidence check on more than 15 Deployment.
⏱️ Rapid Deployment Operational digital twin built within weeks
Challenge
As open-pit operations wound down and the site transitioned to stockpile-only operations, missing GPS records and rehandled material left teams unsure where key ore grades were sitting.
NTWIST deployed a digital twin using historical truck logs, GPS positions, and block model data to reconstruct dump origins and estimate grade zone by zone with spatial uncertainty visualization.
"Having NTWIST independently validate our stockpile model gave us added confidence that our current estimates are sound, and that we're well-positioned for the transition to stockpile-only operations."
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📈≈42% – Of operating hours improved for profit potential
💲+17% – Of hours with off-target conditions corrected
Volatile feed quality and recovery issues at the High Pressure Acid Leach facility caused suboptimal performance. Acid and steam dosing constantly reacted to inconsistent inputs.
NTWIST applied its AI optimization engine to historical process data, identifying control patterns and suggesting proactive setpoints to stabilize operations. Deployed within 90 days.
"NTWIST's AI model increased potential profit in estimated 42% of operating hours and corrected off-target conditions in another +17%. With further refinement, even greater stability and profit gains are expected."

💰 $2M+ – Ore losses prevented via real-time misrouting detection
🧭 Unified View – Single source of truth for geology, ops, and planning
Constant uncertainty about stockpile composition due to misroutes, untracked rehandles, and lack of real-time visibility was damaging blend quality, recovery rates, and cross-departmental trust.
NTWIST deployed a live digital twin of the stockpile using dispatch data, GPS logs, and topo scans — tracking material in real time and flagging misplaced ore and waste instantly.
"Prevented an estimated $2 million in ore losses through real-time misrouting detection and unified stockpile visibility."
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📈 +1.6% – Recovery gain from improved feed forecasting and blending
💰 <$2M/yr – Annual value increase from optimized throughput
The mine was relying on coarse ROM pad averages that masked feed variability, causing plant instability and leaving significant recoverable value on the table.
DynaMax replaced ROM pad averages with block-level precision and short-term feed forecasts, enabling accurate blending and proactive plant preparation.
"More accurate feed forecasting and blending stabilized plant performance and optimized throughput — delivering around $2M/year in added value."
Stockpile averages had indicated only low-grade inventory was available. OreMax built a granular model with confidence estimates and identified 0.1 Mt of unaccounted medium-to-high grade ore worth an estimated US$11M in near-term recoverable value.
Mining and processing teams worldwide rely on NTWIST to turn operational complexity into confident decision-making.

"By highlighting performance gaps and surfacing new benchmarks, NTWIST is giving our team the clarity needed to move beyond intuition and toward measurable improvement. We're now in a stronger position to define and pursue the next phase of operational excellence.""
Gordon Art Meyer
"We saw NTWIST's platform as a strong fit for Clydach because it could improve process consistency without requiring disruptive infrastructure upgrades."
Peter Martin

"Having NTWIST independently validate our stockpile model gave us added confidence that our current estimates are sound, and that we're well-positioned for the transition to stockpile-only operations."
Julio Torres
NTWIST's deployment methodology is designed to show value fast — without disrupting existing operations or requiring your team to change how they work.
We analyze your operation stockpile data, ore flow records, and process historian to identify where the highest-value gaps exist and size the potential impact.
MineMax integrates with your existing SCADA, FMS, historians, and block model tools no rip-and-replace. Our team handles the configuration and data pipeline setup.
Your teams geologists, planners, metallurgists get role-based dashboards with actionable intelligence, alerts, and blend recommendations tailored to their workflows.
We track KPIs against your baseline, demonstrate ROI, and continuously refine the models. Most sites see measurable results within the first quarter.
Talk with a mining AI specialist about your specific operation and challenges. No commitment required.
Upload your stockpile data and we'll quantify the hidden value in your existing inventory using OreMax.
See MineMax running on data from a comparable operation live, with your questions answered in real time.
Start Today
Join mining teams at Vale, Gold Fields, Sherritt, and Suncor who are using AI to eliminate grade surprises, stabilize throughput, and capture $1–20M/year in value they didn't know they were leaving behind.