Data is everywhere. The real value comes when it starts working together.

Modern industrial plants generate vast amounts of information. Data comes from machines, meters, ERP systems, SCADA, mobile equipment, fuel systems, HR systems, and many other sources. Every day, thousands of data points are created related to performance, costs, energy consumption, machine operation, process quality, and resource utilization.

In theory, everything is already there.

In practice, many companies still lack a single, coherent view of their operations. Data is fragmented, reports are delayed, and some decisions are made too late. Organizations often know what happened, but not always why it happened or what to do next.

This is exactly why TMS Cortex was created.

TMS Cortex – One Platform, Full Control of the Process

TMS Cortex, available at tmscortex.com, is a modern industrial platform that integrates operational, production, and energy data into a centralized management system.

Instead of multiple independent reports and disconnected systems, organizations gain a single environment that supports daily operations.

The platform integrates data from:

  • production machines and equipment,
  • energy and utility meters,
  • ERP, SAP, and HR systems,
  • SCADA and IoT controllers,
  • fuel management systems,
  • logistics infrastructure.

The result? One unified view of the plant and faster decision-making.

In practice, implementations of this type of platform typically lead to:

  • 10–30% faster detection of operational issues,
  • 20–50% shorter report preparation time,
  • full KPI visibility in one place,
  • greater predictability of daily operations.

AI Platform for Industry

TMS Cortex is not just about reporting. It is an AI platform for industry that analyzes data and uses artificial intelligence to:

  • increase availability, utilization, and performance,
  • reduce losses,
  • detect anomalies,
  • predict risks,
  • support better decision-making.

In a traditional model, users must analyze reports themselves.

With TMS Cortex, AI supports users by indicating:

  • what requires attention,
  • where problems occur,
  • which areas are losing efficiency,
  • which trends may impact results.

This represents a shift from reporting to operational intelligence.

Companies using predictive analytics typically achieve:

  • 15–40% faster response to deviations,
  • fewer unplanned downtimes,
  • better utilization of team working time,
  • higher production stability.

Root Cause Analysis – From Symptoms to the Source

Many organizations only see poor performance at the end of the day, week, or month. Far fewer can quickly identify the actual cause.

That is why one of the key pillars of the platform is Root Cause Analysis (RCA).

The system helps identify real sources of:

  • downtime,
  • performance drops,
  • lost working time,
  • excessive costs,
  • inefficient machine utilization.

This is critical because without understanding the cause, it is impossible to sustainably improve results.

TMS Cortex does not stop at identifying a problem – it helps understand why it happened.

In practice, organizations often recover:

  • 5–15% of lost productivity,
  • 10–25% of time lost to recurring issues,
  • faster resolution of operational problems.

Energy Management – Real Cost Control

In many industries, energy is one of the largest direct costs. At the same time, it is often analyzed only through monthly invoices or aggregated reports.

TMS Cortex enables operational energy management by linking energy consumption with production output, working time, and specific process areas.

The platform helps detect:

  • increases in unit costs,
  • energy-intensive stages of the process,
  • efficiency drops relative to consumption,
  • areas requiring optimization.

Even small improvements in energy efficiency can translate into significant annual savings.

Typical optimization results include:

  • 5–12% reduction in energy per ton,
  • 3–10% improvement in process efficiency,
  • faster detection of consumption anomalies,
  • better planning of production loads.

Operational Scan – A Fast Overview of the Situation

In a dynamic production environment, response time is critical.

That is why TMS Cortex offers an Operational Scan, which allows rapid identification of process constraints, underutilized resources, and areas requiring action.

The system can highlight:

  • process bottlenecks,
  • uneven resource utilization,
  • idle machines,
  • performance drops,
  • deviations from standard operations.

This significantly shortens the time between identifying a problem and making a decision.

In many plants, this translates into:

  • responses faster by tens of minutes per day,
  • fewer escalations,
  • smoother shift operations.

AI-Driven Prediction and Prevention

Modern production should not operate only in a reactive mode.

That is why TMS Cortex develops AI-driven prediction and prevention, helping anticipate risks before they impact operations.

The platform supports:

  • detection of negative trends,
  • identification of early failure symptoms,
  • early risk warnings,
  • reduction of losses and downtime.

The system operates across different prediction horizons:

  • immediate anomalies,
  • degradation within 24–48 hours,
  • critical failures even 7–14 days in advance.

This creates a real operational advantage, resulting in:

  • 20–40% fewer unexpected failures,
  • shorter downtime,
  • better maintenance planning,
  • lower maintenance costs.

AI Operational Copilot – Ask Questions, Get Answers

One of the most advanced features of the platform is the AI Operational Copilot.

Users can ask questions in natural language and instantly receive:

  • analyses,
  • charts,
  • summaries,
  • key operational insights.

This significantly simplifies working with data and shortens the path from a business question to a concrete answer.

In practice, this means:

  • time savings for management,
  • fewer manual analyses,
  • faster access to operational knowledge.

Summary

TMS Cortex (tmscortex.com) represents operational intelligence for industry.

It is a platform that integrates data from production, energy, machines, and logistics, and uses analytics and AI to support daily decisions.

It helps organizations:

  • increase availability, utilization, and performance,
  • reduce losses,
  • respond faster,
  • better control costs,
  • build operational advantage.

Because today, competitive advantage is not built by data alone.

It is built by the ability to use it effectively.

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Haven't found a job offer for you?

None of our offers match your skills and interests? Fill in the form and leave your CV. Our company is constantly growing, so we will consider your application.

Contact us