Leveraging AI & IIoT for Autonomous Operational Excellence.

Industry 4.0 Engineering Services

Connect machines, digitize shop-floor workflows, automate quality inspection, and transform industrial data into actionable intelligence.

How We Drive Industrial Excellence

We help manufacturers accelerate digital transformation through intelligent engineering solutions that connect machines, streamline shop-floor operations, and improve production visibility. By combining Industrial IoT (IIoT), workflow automation, and AI-powered analytics, we enable smarter, more efficient manufacturing.

Connect machines and sensors through M2M, IIoT gateways, machine-health monitoring, and production signals.

Key Capabilities:

  • Machine connectivity and production signals

  • Machine-health monitoring

  • Brownfield and greenfield automotive component line support

Digitize and validate each station workflow, including SOPs, sequence, operator, part, machine, process, and quality.

Key Capabilities:

  • Electronic SOPs and checklists

  • Workflow automation and process validation

  • Quality compliance and traceability

Provide an on-premise analytics assistant across IT, OT, and quality records.

Key Capabilities:

  • Enterprise data integration

  • Secure, on-premise analytics

  • Access to enterprise information through natural-language questions

Enable RFID/barcode visibility for tools, bins, components, work-in-progress (WIP), and finished goods (FG).

Key Capabilities:

  • Tool and component tracking

  • WIP and finished-goods visibility

  • Asset movement traceability

Connected Machines & Intelligent Monitoring

Connect lathe, CNC/CNS machines, motors, and support equipment into a reliable operational data layer. Integrate machine signals and sensor data to monitor equipment performance, identify abnormalities, and enable predictive maintenance.

Machine Connectivity & Monitoring

  • Machine Connectivity – Connect CNC/lathe machine signals via PLC, OPC UA, or digital I/O.

  • Condition Monitoring – Monitor vibration, temperature, current, and energy across motors, spindles, pumps, and compressors.

  • Production Intelligence – Track machine status, cycle time, utilization, alarms, and stoppage reasons.

  • Predictive Maintenance – Generate alerts for downtime, abnormal energy draw, and predictive maintenance triggers.

CogniLine – Workflow Automation

Digitize and validate each station workflow, including SOPs, sequence, operator, part, machine, process, and quality. CogniLine supports real-time process validation, reporting, and quality compliance across manufacturing operations.

Core Capabilities:

  • Electronic SOPs & Checklists – Provide digital work instructions and poka-yoke rules at the point of work.

  • Workflow Configuration – Configure workflows by part number, route, operation, and station.

  • Process Integration – Integrate PLCs, scanners, printers, torque tools, test rigs, and HMIs.

  • Traceability & Quality Compliance – Capture mandatory quality parameters and support digital handovers across inspection, rework, work-in-progress, and finished goods.

Creating Success

Key System Advantages

Connected Machine Integration

Connect CNC and lathe machines, sensors, and IIoT gateways to capture machine-health data, production signals, and operational events across manufacturing lines.

Intelligent Workflow Automation

Digitize station workflows with electronic SOPs, checklists, process validation, and automated workflow rules to support consistent operations and quality compliance.

Traceability & Quality Control

Track tools, bins, components, work-in-progress, and finished goods using RFID/barcodes. Link vision inspection results to part or lot IDs for traceability and quality records.

Secure Enterprise Intelligence

Access enterprise data across ERP, CRM, HR, finance, production, and supply chain through Sentinel Private AI, with on-premise operation, permission-based access, and faster reporting.

Smart Manufacturing. Measurable Impact.

Connecting machines, automating workflows, and enabling intelligent manufacturing operations.

10%+

Potential OEE uplift

15%+

Potential downtime reduction

100%

Quality inspection coverage target

4

Integrated Industry 4.0 solutions

FAQ

Frequently Asked Questions

Discover how our Industry 4.0 solutions support smarter manufacturing operations.

Yes. Our solutions are designed for brownfield and greenfield automotive component lines. Machine connectivity includes CNC and lathe signals, PLC, OPC UA, digital I/O, sensors, and IIoT gateways.

CogniLine digitizes and validates station workflows, including SOPs, operation sequences, operators, parts, machines, processes, and quality. It supports electronic SOPs, checklists, process validation, reporting, and quality compliance.

Machine monitoring captures operating states, cycle times, utilization, alarms, and stoppage reasons. Condition monitoring tracks vibration, temperature, current, and energy anomalies to support alerts and predictive maintenance triggers.

Vision-based inspection can check surface defects, feature presence, dimensional proxies, and component markings. Inspection results can be linked to part or lot IDs, with failed parts placed on hold for rework or disposition.

Sentinel is an on-premise analytics assistant that works with enterprise data from systems such as ERP, CRM, HR, finance, production, and supply chain. It supports natural-language business queries, reporting, dashboards, and permission-based information access.

Yes. The Asset Monitoring solution uses RFID and barcode technology to provide visibility for tools, bins, components, work-in-progress (WIP), and finished goods (FG).