CZI Engineering Pulse · Midyear Insights 2026

Engineering
Pulse

Where PLM, enterprise data, AI and cloud converge into one connected system — and shape the decisions that move the business forward.

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Edition
Volume 01
Period
Midyear 2026
Coverage
Engineering & Digital Transformation
$50BGlobal PLM market, 2026
92%Of manufacturers prioritise DX
80%Digital threads from PLM by 2028
$617BGlobal AI market, 2025
$36.6BCloud PLM projected 2031
40%German manufacturers using AI
$50BGlobal PLM market, 2026
92%Of manufacturers prioritise DX
80%Digital threads from PLM by 2028
$617BGlobal AI market, 2025
$36.6BCloud PLM projected 2031
40%German manufacturers using AI

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Success story · page 17

Global Teamcenter Upgrade for Multi-Site Manufacturing

Modernising Siemens Teamcenter while keeping business running across Europe and Asia.

Engineering users
0+
Manufacturing sites
0
Consultants
0

Challenge

Teamcenter had fallen several versions behind, with heavy customisations on an ageing core. Belgium and China ran inconsistent configurations, slowing cross-site collaboration.

Approach

Phased migration sequencing each site independently, a version-by-version upgrade path instead of a single disruptive leap, and an audit that retired obsolete customisations.

Impact

Zero business disruption through the migration window, a global rollout across both regions, improved scalability for future site onboarding and reduced technical debt.

Leadership · page 18

The people behind the perspective

The architects, strategists and engineers who turn connected-engineering ambition into delivered outcomes.

Gaurav Ghuge, Founder of CloudZen Innovations

The founder's perspective · page 21

The next advantage won't come from another tool — but from connecting them, so that PLM, data, AI and cloud finally work as one.

Gaurav Ghuge

Founder, CloudZen Innovations · Nuremberg, Germany

  • Ulhas Mahajan

    Ulhas Mahajan

    Managing Partner / PLM / Enterprise Architect

    20 years orchestrating enterprise PLM ecosystems across engineering, manufacturing and operations. Technical precision meets strategic foresight.

    LinkedIn
  • Thomas Gollmann

    Thomas Gollmann

    Managing Partner / PLM / Solution Architect

    12 years translating business challenges into scalable PLM and SAP architecture. Expert in enterprise-wide system integration.

    LinkedIn
  • Varun Bhatia

    Varun Bhatia

    Managing Partner / PLM / Solution Architect

    20+ years of enterprise PLM and ERP transformation across Germany, the Netherlands, India and Denmark.

    LinkedIn
  • Vinay Patil

    Vinay Patil

    Managing Partner / AI / ML

    20+ years building enterprise-grade digital platforms. Multi-cloud architecture, DevSecOps and platform engineering specialist.

    LinkedIn
  • Gaurav Ghuge

    Gaurav Ghuge

    Managing Partner / Product Engineering / ML

    15+ years blending AI/ML expertise with business acumen. Drives growth through innovative technology and intelligent automation.

    LinkedIn
  • Thomas Deterding

    Thomas Deterding

    Managing Partner / PLM / Delivery Head

    8 years aligning PLM programmes across R&D, engineering, supply chain and manufacturing for strategic business outcomes.

    LinkedIn

The publisher

About CloudZen

CloudZen Innovations empowers organisations to modernise engineering ecosystems and accelerate innovation through the convergence of PLM, AI, cloud and data.

Our mission

To help engineering-driven organisations build connected, intelligent and scalable digital enterprises through modern PLM, cloud, data and AI solutions.

Our vision

To become the trusted global engineering transformation partner for manufacturers seeking to modernise product development, improve engineering collaboration and unlock business value through intelligent digital platforms.

01

Product Lifecycle Management

Teamcenter consulting, PLM strategy, enterprise PLM architecture, modernisation, integration and managed services.

02

Cloud Engineering

Cloud strategy and migration, hybrid cloud, platform engineering, Kubernetes, infrastructure automation and DevOps enablement.

03

Enterprise Data Engineering

Data platform engineering, integration, enterprise reporting, warehousing, migration, governance and modern analytics.

04

AI Advisory & Engineering Intelligence

AI strategy, readiness assessment, governance, generative AI, engineering copilots and enterprise AI roadmaps.

2024

Founded in Germany

100%

Focus on the PLM portfolio

5

Countries served

200+

Years of combined experience

Authorised Siemens Software Partner · Part of Siemens Xcelerator

Explore CloudZen

Ready to explore the next frontier of engineering?

The market outlook, the architectures beneath it, and the shifts that define engineering by 2027.

Talk to CloudZen