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4 decades of PLM expertise  ·  Teamcenter pioneer founders

Product lifecycle management — reimagined for the age of intelligent engineering

AEGM partners with organizations to implement comprehensive Product Lifecycle Management solutions that drive innovation, reduce costs, and accelerate time-to-market.

PLM maturity model
Organizational readiness assessment
Current state → Target architecture
Data governance
82%
Process alignment
65%
User adoption
91%
Technology stack
Enterprise PLM ecosystem
Teamcenter Active Workspace SAP Integration Siemens NX MBSE AWS / Azure
Hybrid agile delivery
Continuous transformation journey
Strategy → Architecture → Implementation → Evolution
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Who we are

Specialized strategic PLM consulting, reimagined

Siemens Teamcenter PLM Architecture Change Management Hybrid Agile

AEGM is a specialized strategic PLM consulting firm dedicated to transforming how organizations manage their product lifecycles through innovative technology solutions and organizational excellence.

We partner with organizations to implement comprehensive Product Lifecycle Management solutions that drive innovation, reduce costs, and accelerate time-to-market. Our approach combines technical expertise with organizational change management to ensure sustainable transformation and long-term success.

AEGM has developed a unique hybrid agile approach that considers business needs and organizational adaptation — recognizing that PLM is not a single project, but a continuous organizational transformation journey requiring strategic planning and change management excellence.

Technical excellence

Deep expertise in Siemens Teamcenter, PLM architecture, system integration, and enterprise data modeling across complex product environments.

Organizational transformation

Change management and adoption strategies that ensure your people and processes evolve in step with the technology investment.

Continuous partnership

A long-term partnership model — supporting your PLM maturity from initial strategy and architecture through sustained optimization and capability building.

What we do

Our services

End-to-end PLM transformation — from initial strategy through implementation and long-term evolution.

Core offering

PLM Strategy & Roadmap

Define your PLM vision, assess organizational maturity, and design a multi-year transformation roadmap that aligns technology investment with measurable business outcomes. We bring structure and strategic clarity to your PLM journey.

CORE OFFERING
PLM maturity assessment & benchmarking
Vision, goals & KPI framework definition
Multi-year roadmap & investment planning
Technology selection & vendor evaluation
Governance framework & stakeholder alignment

PLM architecture design

Blueprint scalable, future-proof PLM architectures — data models, BOM structures, workflow engines, and Active Workspace configurations — aligned to your engineering and manufacturing processes.

ARCHITECTURE

Change management & adoption

Organizational change programs, capability-building workshops, and adoption frameworks that ensure your people embrace PLM as a business enabler — not just a software rollout.

PEOPLE & PROCESS

System integration

Connect Teamcenter with Siemens NX, CATIA, Creo, SAP and other enterprise systems — seamless bi-directional data flows across your entire product development ecosystem.

INTEGRATION

Teamcenter implementation

Full-cycle Siemens Teamcenter deployment — requirements, configuration, data migration, integration, testing, go-live, and hypercare — delivered through our proven hybrid agile methodology.

SIEMENS TEAMCENTER

Our domain

Where engineering meets intelligent innovation

AEGM operates at the intersection of advanced manufacturing, process excellence, and AI-powered PLM — transforming each discipline into a competitive advantage inside your product ecosystem.

Engineers collaborating with an industrial robot on the factory floor

Advanced manufacturing

Smart factory & digital integration

From CNC machining and robotic assembly to quality control and dispatch — AEGM connects every node of your manufacturing floor inside a unified, IoT-aware PLM framework with real-time visibility.

Rows of orange industrial robots on an automotive assembly line

Process excellence

Continuous improvement by design

Engineering change management, lean workflows, and Six Sigma principles embedded directly into Teamcenter — delivering measurable KPI improvements across ECO cycle times, BOM accuracy, and user adoption.

Engineer using a digital tablet on the smart factory floor

AI in PLM

Intelligent product lifecycle

Machine learning for predictive change impact analysis, AI-driven BOM optimization, generative design integration, and natural language search across your Teamcenter data — augmenting every engineering decision.

The future of PLM is intelligent

Harnessing AI for smarter product lifecycle management

The PLM industry is embedding AI at every level — from Teamcenter Copilot to generative design and predictive quality. AEGM helps you navigate, configure, and adopt these capabilities in a way that fits your processes, your data, and your organisation's pace of change.

Predictive change impact analysis using trained ML models on your product data
AI-driven BOM validation, duplicate detection, and part reuse recommendations
Natural language search and query across Teamcenter vaults
Digital twin integration with real-time product performance analytics
Generative design workflow integration with automated lifecycle tracking
DIGITAL THREAD BOM DATA CAD FILES ECO HISTORY QUALITY LOGS REQ SPECS PLM DATA INPUTS AI INFERENCE PREDICT IMPACT OPTIMISE BOM RECOM- MEND DETECT RISK AI OUTPUTS PLM AI INFERENCE ENGINE

Our methodology

The AEGM hybrid agile framework

Developed over four decades of PLM practice, our proprietary methodology blends structured governance with agile adaptability — purpose-built for the complexity and scale of enterprise product lifecycle transformation.

DISCOVER Maturity audit & stakeholder map BLUEPRINT Architecture & roadmap design CONFIGURE Teamcenter build & sprint delivery INTEGRATE Systems & data migration DEPLOY Go-live, UAT & hypercare EVOLVE Capability build & continuous value 01 02 03 04 05 06

Pillar 01

Business alignment

Every PLM programme begins with a deep understanding of your organisation's strategic goals, operating model, and cultural readiness for change. We calibrate our approach to your business — not the other way around.

Pillar 02

Adaptive delivery

Rather than prescribing a fixed delivery model, AEGM selects and configures the right sprint methodology for each programme — balancing speed, scope control, and stakeholder adaptability across your organisation.

Pillar 03

Continuous evolution

Transformation does not end at go-live. AEGM builds internal PLM capability within your organisation so that every sprint, every release, and every change cycle compounds into lasting competitive advantage.

✦ AEGM Framework Developed through decades of enterprise PLM engagement experience

Capability Meta Model Framework

AEGM's Capability Meta Model Framework is the diagnostic and design engine at the heart of every engagement. It maps your organisation's PLM capabilities across five interconnected dimensions — giving us a precise picture of where you are, where gaps exist, and which investments will deliver the highest return on your transformation journey.

People
Skills, roles, ownership & change readiness
Process
Engineering workflows, governance & lifecycle stages
Data
BOM structures, metadata, classification & quality
Technology
Platform configuration, integrations & architecture
Governance
Standards, compliance, ownership & change control

Selecting the right sprint model

A critical step in every AEGM engagement is determining which delivery approach will work best for your organisation. We assess your programme's scope, regulatory environment, stakeholder landscape, and cultural appetite for change — then apply the most effective sprint structure, or a blend of both.

Closed distributed sprints

Structured, bounded delivery

Each sprint is fully self-contained — with fixed scope, defined deliverables, stakeholder sign-off, and a formal close before the next cycle begins. Governance-first and audit-ready.

Best fit for

Highly regulated industries — Aerospace, Defense, Medical
Well-defined scope with stable, locked requirements
Change-averse organisations needing formal approval gates
Multi-site rollouts with distributed, independent teams
Continuous agile sprints

Fluid, adaptive delivery

A rolling sprint model with overlapping planning and execution cycles, continuous stakeholder feedback, and evolving scope that responds to changing business priorities in real time.

Best fit for

Large-scale digital transformations with evolving strategy
Organisations with rapidly shifting product portfolios
Innovation-led cultures with high stakeholder engagement
Long-horizon transformation programmes requiring ongoing PLM maturity growth

How every engagement unfolds

01

Assess & align

Run the Capability Meta Model assessment across all five dimensions. Identify maturity gaps, define success criteria, and align leadership on the transformation vision.

02

Architect & select

Design the target PLM architecture and data model. Select Closed Distributed or Continuous Agile sprint structure — or a calibrated hybrid — based on programme context.

03

Sprint & deliver

Execute in structured sprint cycles with embedded change management. Every sprint delivers measurable value and builds organisational PLM capability from within.

04

Evolve & sustain

PLM transformation never stops. AEGM stays engaged to optimise, extend, and evolve your capability as your products, markets, and technology landscape continue to change.

The next frontier

The future of PLM is intelligent

AI is not coming to PLM — it is already here. The platforms your teams work in every day are being transformed from systems of record into active participants in engineering decisions. Natural-language queries that once took hours of database navigation now return answers in seconds. Design variants that previously required weeks of simulation are generated and evaluated overnight. Change impact that once required expert tribal knowledge is now surfaced automatically across the digital thread.

But realising this potential requires the right foundation. A Teamcenter environment built on clean data models, a coherent digital thread, and governed workflows is not just good PLM practice — it is the prerequisite for AI to work at all. The organisations that invested in PLM discipline are the ones unlocking AI value today. Those that did not are facing a reckoning.

AEGM helps clients build that foundation — and position it deliberately for the AI-enabled PLM landscape ahead.

50%
of PLM vendors will have embedded generative AI capabilities by end of 2026 — up from just 5% in 2023.
Gartner · 2025
15%
of day-to-day enterprise decisions will be made autonomously by AI agents by 2028 — PLM is among the first domains.
Gartner · 2025

AI-Ready Architecture

Data models, BOM structures, and digital thread configurations designed so AI tools can reason across your product data without noise or gaps — the prerequisite for any intelligent PLM capability.

Intelligent Workflow Design

Workflows that generate the right data as a by-product of work — so your PLM system builds product memory automatically, without additional effort from engineers. The system learns how you build.

Strategic AI Roadmapping

A clear view of where Teamcenter's AI capabilities — Copilot, generative design, predictive quality — create immediate ROI for your business, with a sequenced plan to reach them.

Who we serve

Industries we work in

Deep domain knowledge across highly regulated and innovation-driven sectors where PLM excellence is a competitive differentiator.

Aerospace & defense

Complex multi-discipline product structures, high-precision engineering, advanced programme management

Automotive

Multi-variant product structures, supplier collaboration, platform engineering & EV transition

Industrial machinery

Engineer-to-order complexity, service lifecycle management & IoT-enabled product intelligence

Semiconductor

Design data management, multi-generational product platforms, IP governance & rapid tape-out cycles

High-tech electronics

Rapid iteration cycles, ECAD/MCAD collaboration & global supply chain integration

The people behind the practice

Meet our founders

Two practitioners. Four decades of combined PLM experience. One shared conviction — that great implementations start with understanding the business, not the software.

TS
Tarun Singh
Co-Founder
21+ years transforming how industry builds product

Tarun brings together strategic vision and deep technical architecture — translating business complexity into PLM solutions that deliver measurable outcomes. With two decades of hands-on Siemens Teamcenter practice, he leads business process workshops that surface real engineering requirements and turn them into high-quality, lasting implementations.

His track record spans Automotive, Aerospace & Defence, Industrial Machinery, Healthcare, Marine, Electronics, and Semiconductor — industries where precision and traceability are non-negotiable.

21+ Years Siemens Teamcenter 7 Industries
AS
Arun Singh
Co-Founder
18+ years bridging engineering process and PLM technology

Arun architects PLM solutions from the process up — structured workshops reveal the real complexity, and every design decision that follows is built around it. His approach ensures PLM adoption happens on the floor, not just on paper.

His sector depth spans Aerospace, Hi-Tech Electronics, Oil & Gas, Industrial Machinery, and Semiconductor, with a practitioner's command of the full Siemens solution suite.

18+ Years Siemens Teamcenter 5 Industries

Get in touch

Book your free PLM Readiness Assessment

info@aegmservices.com or use the form below

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