Mining
Warning
Truck HT-07 · Tire pressure trending low
Link fleet and plant telemetry to maintenance history to track down downtime, fuel waste, and failing components.
An Industrial Data Platform
Your operational data. Clearer decisions.
MineLogX puts asset data, maintenance records, and technical documents in one workspace, so your team can go from ‘something’s wrong’ to ‘here’s why, and here’s what to do first.’
- Telemetry over MQTT, Kafka, REST, and batch files
- Document answers with traceable citations
- Cloud and on-premises options
MineLogX operations Demo data
Representative interface with demo data.
Same problem, every industry
The alert shows up. The evidence is scattered.
Construction
Warning
Boom cylinder · Seal wear flagged
Pull equipment condition, service records, and project documents together to plan maintenance around the work.
Utilities
Critical
Transformer T2 · Bushing temp high
Open the drawing, inspection record, and latest test result right next to the asset alert.
What needs attention. Why. What to do next.
Why MineLogX
Built for operational confidence and enterprise fit.
Built in mining and designed for any asset-intensive operation: a clearer daily workflow for operators, and the controls, interoperability, and deployment flexibility technology leaders expect.
One operational picture
Replace scattered telemetry, maintenance records, and technical documents with one decision workspace.
Earlier operational signals
Bring anomalies, risk indicators, and priority alerts forward so teams can investigate before issues compound.
AI teams can trust
Use grounded answers, citations, tenant-aware controls, and guardrails for decisions that require traceability.
Fits the industrial stack
Connect industrial protocols, enterprise asset workflows, governed reporting, and existing data platforms.
Deployment on your terms
Support cloud, customer-controlled, sovereign, and local-model patterns around operational and data requirements.
Governance by design
Apply validation, access controls, PII filtering, topic policies, and citation rules across AI touchpoints.
How the platform works
From raw signals and documents to answers you can trace.
MineLogX brings telemetry, maintenance records, and technical documents into one governed foundation, then puts AI on top that shows its sources.
Ingest from your systems
Stream telemetry over MQTT, Kafka, or REST, or drop batch files in CSV, JSON, and NDJSON. Every record is checked against a data contract; failures are quarantined, not lost.
Map messy source data
AI-assisted schema inspection reconciles each source's columns to one canonical model, so new feeds don't need custom code.
Governed data layers
Bronze, Silver, and Gold layers keep raw, cleaned, and query-ready data separate, deduplicated, and scoped to each tenant.
Searchable technical documents
PDFs, including scanned pages and tables, are extracted, classified, and indexed for combined semantic and keyword search.
Answers with citations
Ask in plain language across your data and documents. Answers point back to their sources, and guardrails run on every AI call.
KPIs and anomaly detection
Compute KPIs, run statistical checks, and flag outliers across asset health, maintenance, production, and safety data.
IBM Maximo use case
Keep Maximo as the asset-management system of record.
The Maximo workflow synchronizes asset identifiers, condition events, inspections, work orders, and maintenance history. MineLogX supplies telemetry intelligence and operational context; Maximo continues to own governed asset lifecycle and work-management records.
Asset registry and hierarchy
Condition and anomaly signals
Inspection and work-order context
Maintenance history for AI analysis
Integration scope is configured to each customer environment. IBM product names do not imply endorsement or partnership.
Product evidence
See the operating workflow—not just the feature list.
MineLogX brings operational status, AI-assisted investigation, KPI analysis, alerts, and safety into one coherent workspace. The screens below use representative demo data.
AI copilot
Ask questions across operational data and documents and get a structured answer that cites its sources.
KPI intelligence
Review computed KPIs and AI-generated recommendations in the same operational context.
Active-alert workflow
Keep critical and warning events visible while operators investigate the underlying performance signals.
Safety management
Track active, investigated, and resolved events alongside safety KPIs and shift-level context.
Load & tonnage
Follow tonnes moved, haul-cycle timing, delays, and production KPIs in one shift-level view.
Representative product interface and demo data. Select any screen to view it at full resolution.
Enterprise architecture
A shared operational core across your technology ecosystem.
MineLogX separates industrial data contracts and governed intelligence from provider-specific services, making it easier to fit the platform to cloud, sovereign, enterprise-data, and asset-management requirements.
01
Industrial sources
IP21, OSI PI, OPC UA, Modbus, MQTT, CSV telemetry, and governed operational documents
02
Validated shared core
Reusable schemas, connector contracts, agent interfaces, guardrails, and tenant-aware controls
03
Governed intelligence
Fleet analytics, anomaly detection, retrieval, operational agents, and compliance Q&A
04
Operational delivery
FMS dashboards, APIs, reporting datasets, citations, alerts, and enterprise workflows
Deployment and enterprise ecosystem
Available
Cloud deployment
AWS
Bedrock, OpenSearch Serverless, Lambda, API Gateway, S3, Step Functions, and Amplify.
Reference deployment
Available
Customer-controlled
On premises / sovereign
Customer-managed infrastructure, sovereign data boundaries, and local-model deployment patterns.
Available
Cloud and AI
Microsoft Azure
Azure-aligned deployment and approved model access behind shared platform contracts.
Available
AI and asset workflows
IBM watsonx + Maximo
Governed model choice connected to asset registry, condition, inspection, and work-management context.
Available
Data platform
Snowflake
Operational data integration for governed analytics, sharing, and enterprise consumption.
Available
Business intelligence
Power BI
Governed KPI datasets and operational reporting for business and site-level consumers.
Availability and implementation scope are confirmed for each customer deployment. Third-party names identify compatible technologies and do not imply endorsement or partnership.
Governed model choice
The right model for the use case and deployment.
Standardize the operator experience while choosing the model, provider, and data boundary that fit each customer environment.
Choice across providers
Route approved use cases across Amazon Bedrock models, IBM watsonx, ChatGPT, Azure OpenAI, DeepSeek, and other enabled options.
One operator experience
Keep the MineLogX workflow consistent while the selected model and deployment boundary change behind the scenes.
Cloud or local routing
Use managed models or customer-controlled local-model patterns according to sovereignty, latency, and policy needs.
Governance follows the model
Apply tenant controls, validation, prompt-injection defenses, PII filtering, topic policies, and citation rules.
Asset-intensive industries
One industrial data foundation. Built for complex operations.
MineLogX starts with the demanding realities of mining and applies the same fleet, asset, telemetry, maintenance, and governance foundation across construction, utilities, oil and gas, and heavy industry.
Mining
Fleet, tonnage, fuel, maintenance, location, safety, and compliance workflows.
Construction
Heavy-equipment utilization, maintenance context, fuel performance, and site visibility.
Utilities
Asset condition, inspection records, technical drawings, and test results connected for substation and grid maintenance.
Oil & gas
Asset telemetry, condition signals, inspection context, and governed operational reporting.
Heavy industry
A reusable operating pattern for asset-intensive environments where quality and traceability matter.
Ready to move from data to action?
See it on your own operation.
Pick one fleet, site, or asset workflow. We'll show you how MineLogX connects the data behind it.