How do you scale production without increasing risk?

Connected systems across engineering, production and supply chain combined with simulation and real-time data. Validate processes and reduce scrap before ramp-up begins.

What role does MES play in battery manufacturing?

MES provides real-time visibility and control across the shop floor, enabling traceability, reducing manual processes and supporting faster, more reliable operations.

How do you improve yield and reduce scrap?

By connecting machines, processes and quality systems in real time, so issues are detected earlier, parameters adjusted faster, and performance continuously improved.

How do you adapt to evolving chemistries?

Flexible, modular production environments anchored in a strong digital thread so new materials and cell designs can be tested and validated before deployment without major disruption.

How do you build or relocate a gigafactory successfully?

Digital simulation validates production layouts before build. MES and digital twins connect systems and identify issues early, enabling a smoother transition and scalable operations from day one.

What does an IndX engagement look like?

We assess, design, implement and support. Every engagement ends with running software and measurable improvement on your plant floor, not a strategy deck.

Data Center Engineering & AI Infrastructure Solutions

PLM, simulation and MES for AI data centersData centers now have part numbers.

Power skids, CDUs and electrical rooms are now engineered once, released by revision and built in factories by the dozen. Whole halls repeat from one reference design. IndX connects the engineering, factory and handover data behind them, so capacity reaches power sooner.

Where	What happens	Usually discovered
Site configuration	Site 7 needs IEC switchgear, so someone copies the Site 3 package and edits it by hand. The fix never reaches the reference design.	When a supplier quotes the wrong part
Engineering change	A manifold change is approved on Tuesday. The traveler for unit 41 was printed on Monday.	At the loading dock
Thermal design	Rack density went up after the cooling model was run, and nobody reran it against the new load.	At integrated systems testing
Factory quality	Pressure test results live on a paper sheet that travels with the skid. Rework agreed on the floor never reaches engineering.	When a customer asks for the records
Handover	As-built data is spread across the EPC, the integrator and four equipment suppliers, in four formats.	At the first maintenance work order

Where

What happens

Usually discovered

Fix it at

Site configuration

Site 7 needs IEC switchgear, so someone copies the Site 3 package and edits it by hand. The fix never reaches the reference design.

When a supplier quotes the wrong part

Engineering change

A manifold change is approved on Tuesday. The traveler for unit 41 was printed on Monday.

At the loading dock

Thermal design

Rack density went up after the cooling model was run, and nobody reran it against the new load.

At integrated systems testing

Factory quality

Pressure test results live on a paper sheet that travels with the skid. Rework agreed on the floor never reaches engineering.

When a customer asks for the records

Handover

As-built data is spread across the EPC, the integrator and four equipment suppliers, in four formats.

At the first maintenance work order

Engineering & PLM

Teamcenter · NX

Your reference design is a folder, and every site has its own copy.

Teamcenter gives the design a product structure, a release process and a memory. IndX implements it for repeatable infrastructure, so the reference hall, its variants and every change are managed in one place and handed to the factories that build them.

Configurable BOMs
ECR/ECO with where-used
Supplier collaboration
EBOM to MBOM
As-designed vs as-built

When an ECO is approved, you see every site, module type and serial number it touches.

Talk to a Teamcenter Architect IndX PLM practice

Simulation & digital twins

Simcenter

The cooling model was right for last year's rack density.

Simcenter studies of hall airflow, cold-plate and manifold flow, and CDU loop behavior, including CDU failover at peak ambient, pump trip and pressure surge. Results are tied to the design revision they describe.

Scope a cooling study

Module MES

Opcenter

Unit 41 should match its released revision, and you should be able to prove it.

Opcenter Execution on the module line: work instructions locked to the released revision, serialized genealogy, captured test results, NCR and rework.

Plan a module factory MES

Capital assets

Teamcenter CALM

On handover day, the asset register gets rebuilt from PDFs.

Teamcenter for Capital Asset Lifecycle Management controls engineering data, documents, tags and change across EPCs and suppliers, then carries a structured asset record into CMMS, EAM and DCIM.

How Teamcenter CALM works

PLM, simulation and MES for AI data centersData centers now have part numbers.

Speed to power starts in engineering.

Release once

Build it right in the factory

Prove it before IST

Hand over on day one

AI capacity is now a product line.

Equipment standard

Grid

Rack cooling

Heat rejection

Five places a revision goes missing.

Follow one module from revision to work order.

Engineering

Configuration

Simulation

Manufacturing

Quality

Deployment

Four ways in. Most teams start with one.

Engineering & PLM

Simulation & digital twins

Module MES

Capital assets

Built on two decades of digital thread.

A connected digital thread for Axiom Space

Engineering and manufacturing data for heavy machinery

Engineering linked to the shop floor

Three teams, three different first questions.

Which revision of the reference design is running in which hall?

Which engineering revision did unit 41 actually ship with?

What exactly did we take ownership of on handover day?

Start Your Digital Thread With IndX