Talonite Insight is AI-powered operational intelligence for mining and processing — continuously analysing your operation, surfacing what matters before you think to ask. Applied to critical assets, it becomes a Performance Digital Twin that extends your existing asset management system.
Enormous volumes of data flow from sensors, PLCs, historians and event logs across dozens of interconnected systems. The bottleneck is no longer data — it is analysis capacity.
Experience, manual investigation and gut instinct fill the gap that continuous intelligence should — problems surface too late, opportunities are missed entirely.
Control systems, MOMS and IoT telemetry sit in silos. Operational events aren't tied to asset behaviour, so the same failure is re-diagnosed from scratch, every time.
Without a path from signal to outcome, it's hard to tell an early warning from background noise — so decisions default to intuition and static reports.
“This is not a chatbot. OptiCore is an embedded AI analysis engine that works autonomously — interpreting operational data, learning patterns, and generating engineering-level insights without being prompted.”OptiCore — Talonite's multimodal AI engine
Connect → understand → analyse → surface. OptiCore processes time-series, events, logs and context simultaneously — correlating signals across systems to identify what truly drives performance and risk.
Early process-instability detection, equipment behaviour monitoring, upstream-to-downstream correlation, and automatic bottleneck identification — continuous, closed-loop, no analyst bottlenecks.
A Performance Digital Twin for critical assets: condition monitoring, predictive reliability (anomaly detection, RUL, root-cause diagnosis) and closed-loop work execution — capture → stream → correlate → reason → decide.
One asset register, not two. Equipment master, functional locations and work orders stay in SAP PM / your CMMS; the twin adds a continuous condition signal so a notification arrives already explained.
ISO 55000, RCM2 and RBI encoded into the analysis — monitoring weighted to consequence of failure, acting inside the P–F interval so functional failures are avoided, planned rather than unplanned.
Sees, reasons, explains, learns. Every recommendation is traceable to source data and routed through your existing approval and work order process — never a silent black box.
Confluent event streaming, Elastic observability & ML, Red Hat OpenShift — deployed on-premise, private cloud or hybrid, secured by design with RBAC, encryption and OT/IT segmentation.
Operational systems and data sources feed the OptiCore multimodal AI engine, which connects, contextualises, analyses, detects and recommends — turning data into insight into value, continuously.
Data → AI analysis → insight → value: OptiCore runs continuously across your connected OT, IT and business data — built on Confluent, Elastic and Red Hat OpenShift, deployable on-premise, private cloud or hybrid.
Analysis capacity — not data — is the constraint. Talonite Insight replaces reactive, engineer-dependent analysis with continuous AI coverage of the entire operation, in real time.
A fixed-scope Minimum Viable Digital Twin removes the risk from the decision to invest.
A joint workshop selects one or two critical assets and their top operational events. No infrastructure commitment to start.
A fixed-scope MVP: live event capture, condition dashboards and anomaly detection on the assets that matter most.
Once value is proven on your own data, the same architecture extends asset-by-asset, site-by-site — linear cost, no rip-and-replace.
Value realisation in the language of an asset management system — not just a dashboard.
Structural advantage compounds: engineering capability scales without headcount, reactive analysis shrinks, and decision-making becomes consistent across shifts — AI-driven insight removes variability and knowledge gaps from operational calls.
Delivered through the Talonite Three Horizons journey — Foundation → Optimise → Improve — with ROI tracked, validated and compounded through our Smart Eye value layer. Every solution, every discipline.
See how we deliver value →Mining, mechanical, process and metallurgical engineers working alongside data and platform engineers — we speak plant, and we speak SAP PM. Every monitored asset is mapped to your existing functional location and equipment master before a single sensor is wired, so the twin is born inside your EAM discipline. Proven with tier-1 operators across underground, surface and processing.
AI-powered operational intelligence for mining and processing. Built on the OptiCore multimodal AI engine, it continuously analyses your operation — connecting, contextualising and analysing data — and surfaces issues and recommendations before you think to ask.
No. OptiCore is an embedded AI analysis engine that works autonomously and continuously across connected systems — pattern recognition, anomaly detection and causal reasoning — with every recommendation traceable to source data.
Talonite Insight applied to critical assets: a Performance Digital Twin providing condition monitoring and predictive reliability. It extends your existing EAM — one asset register, not two — with reliability discipline like ISO 55000 and RCM2 encoded in.
Continuous AI coverage replaces capacity-limited manual analysis, flagging risks before they escalate. Applied to downtime, operations can reduce unplanned stoppages by up to 30% — with full operational coverage that scales without headcount.
Book a 60-minute Asset Intelligence session — leave with your critical assets ranked by risk, the events worth instrumenting first, and a fixed-scope plan to prove value within one quarter.