Service Model

01Assessment
02Optimization
03Implementation
04Operation
01

Assessment

Baseline Audit & Gap Diagnosis

  • On-site evaluation of formulation systems and material consistency
  • Process stability and batch variation analysis
  • Equipment availability and line bottleneck mapping
  • OEE and production efficiency baseline definition

Outcome: Clear identification of capacity loss and instability root causes

02

Optimization

Engineering Solution Design

  • Formulation system redesign (NAO / Low-Metallic / Ceramic)
  • Process parameter optimization (mixing / pressing / curing curves)
  • Equipment upgrade and line configuration planning
  • Scrap reduction and efficiency improvement strategy

Outcome: Complete engineering blueprint for stable production

03

Implementation

On-site Validation & System Alignment

  • Pilot production: mixing / hot pressing / curing trials
  • Sample validation via lab and dyno testing
  • Quality system alignment (IATF 16949 framework)
  • Standardization of SOPs, drawings, and material specs

Outcome: Verified and stable production system

04

Operation & Stabilization

Long-term Manufacturing Enablement

Engineering Deployment System: Engineering Design, Process, Equipment, Production, KPI Stability
  • SOP deployment and structured operator training
  • Train-the-Trainer capability development
  • Preventive maintenance (PM) system implementation
  • On-site engineering residency support (12-month cycle)
  • Continuous OEE and scrap rate optimization

Outcome: Autonomous, stable, KPI-controlled production

Integrated Execution Framework

We ensure successful technology transfer through a fully integrated execution framework combining design, validation, and field engineering.

  • Engineering design + on-site execution integration
  • Laboratory formulation aligned with production reality
  • Equipment stabilization linked to process optimization
  • Continuous improvement driven by production data

Outcome: Bridging the gap between engineering design and stable industrial output.

Key Performance Targets

Deployment Outcomes

  • Stable batch-to-batch production consistency
  • Scrap rate controlled below 2%
  • Improved Overall Equipment Efficiency (OEE)
  • Full compliance with automotive quality standards
  • Sustainable autonomous factory operation capability
Production control workstation monitoring KPI-driven manufacturing operations