Global Automotive & Automation Systems since 2004

Automotive BIW & Robotic Welding Expertise
Experience Across OEM & Tier-1 Production Environments

Engineering Rigor. Zero-Error Execution.

The Mandradiar Dual-Engine Model

Kernax Dynamics

The Intelligence Engine. Process engineering, throughput intelligence, and system architecture for large-scale production logic.

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Auttomatta

The Execution Engine. Tooling design, robotic simulation, component manufacturing for BIW and Special Purpose Machinery (SPM).

We deliver release-grade engineering documentation and validated systems where errors are expensive and precision is mandatory

Engagement Models: How We Work

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The Technical Audit

Best for: Clients with existing lines facing cycle-time drift or “noise” in their production logic.

  • Scope: Deep-dive analysis of current robotic paths, PLC handshakes, and throughput bottlenecks.
  • Deliverable: A comprehensive Validation Summary and a “Root-Cause” intervention roadmap.
  • Focus: Identifying hidden constraints before they become expensive failures.

Fixed-Scope Engineering


Best for: Specific projects requiring 3D design, simulation, or component manufacturing.

  • Scope: End-to-end execution of BIW tooling concepts, 3D/2D detailing, and virtual validation.
  • Deliverable: Release-ready engineering packages, robotic OLP, and high tolerance “Make Components”.
  • Focus: Predictable, scalable production outcomes designed for industrial use.
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Strategic System Architecture


Best for: OEMs and Tier-1s designing new manufacturing systems from the ground up.

  • Scope: Acting as an Independent System Authority to define the process logic, flow balance, and equipment positioning.
  • Deliverable: A Defensible Process Structure aligned with global automotive standards.
  • Focus: Long-term system stability and reduced technical debt.

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