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Distributor case study

Making Product
Complexity Scalable

Manufacturer information comes in different formats. We brought it into a structured catalog and built a workspace Millennium’s team can own and manage.

01 / The approach

From source documents
to a working catalog.

We matched manufacturer information to Millennium’s products, organized the technical details, and kept the supporting sources. The team can find product details, check their sources, and keep the catalog current.

01 / The source material

Details across
different documents.

Specification sheets
Product pages
Supplier files

Different names, units, and formats.

02 / What we connect

One record
for each product.

Product record
Identity
Model & variant
Details
Ports, dimensions, materials
Evidence
Supporting source documents
People review open questions

Shared definitions. Product-specific facts.

03 / What the team gets

A catalog they
can work with.

MillenniumProduct workspace
  • Find the productRecords and families together
  • Check the detailsSee the supporting sources
  • Keep it currentReview, edit, and manage

The team owns the ongoing work.

Built to carry forward.Product definitions are reused. Values and evidence stay with each product.

02 / The PIM

We populated the PIM.
Their team has control.

Product records, families, and source material live together in the PIM. Millennium’s team can review and maintain the information as the catalog changes.

Millennium PIM with its navy navigation sidebar and two rows of product families, including fiber cables, terminals, connectors, and cable constructions
Product families, organized for the team.View full size
Find & organize

See products in context.

Browse product records and families, organize categories, and keep related products and documents connected.

Review & edit

Keep the catalog current.

Check the supporting material, update product details, and manage information directly in the PIM.

Control & accountability

Keep people in charge.

Permissions control who can make changes. Change history keeps those changes traceable. The PIM works independently of the enrichment process.

Built on the ERP they already use

Keep the ERP.
Give the team a better product view.

NetSuite remains the ERP. We carried its item identity into the PIM and added manufacturer content around it. Images, product families, and technical details come together in a workspace the team can manage.

01 / Your existing ERP

The operational item record.

NetSuiteItems

Lists / Accounting / Items

Inventory Item

Hardened fiber terminal

Item name / number
Existing item identity
Display name / code
Hardened terminal, 2-port, dielectric flat loose tube cable, 250 ft, priced per each
Website category
Fiber Optic Cable & Wire
Product category
Fiber Terminals & Drop Assemblies
Primary sale unit
Each
Item type
Inventory item
Item / Cost Detail
Purchase description
Hardened fiber terminal, 2-port, dielectric cable, 250 ft / 76 m
Illustrative ERP item view · NetSuite stays in place.
02 / The product workspace

The product, ready to work with.

Condensed Millennium PIM workspace with sidebar, navigation and edit controls, product image, family, length, port count, cable type and connector specifications
Product workspace · condensed view.Enlarge view
Initial populationA catalog Millennium can maintainReview · Update · Organize

03 / A product example

Here’s what happens
to the details.

A switch has ports, connectors, power requirements, and configuration choices. A useful record keeps those details separate and shows where each value came from.

Select a field below to follow it back to its source.

Sources understanding product recordPublic product example

01 Source documents

HTML A
Product listingModel & power module
HTML B
Model pageVoltage & configurationManufacturer
Manufacturer datasheetPDF C
Interface specificationsPorts & connection roles

02 Product understanding

Moxa EDS-G4012-4GC industrial switch

Match the model.
Keep the connections.

People review exceptions

03 Usable record

Moxa · Managed Ethernet switch

EDS-G4012-4GC-LV

Click a field to see its source

Network ports12
C / Manufacturer · PDF datasheet

8 dedicated copper ports + 4 copper/SFP combo ports = 12 network ports. Each combo pair counts once.

ConsoleRS-232 · RJ45
C / Manufacturer · PDF datasheet

The console uses an RJ45 connector for RS-232. Its management role keeps it separate from the network port count.

Power modulePWR-100-LV
A / Product listing

The EDS-G4012-4GC-LV listing identifies PWR-100-LV as its power module. The complete part number determines the match.

Operating voltage9.6–60 VDC
B / Manufacturer · Model page

9.6–60 VDC is the operating range. The nominal input values (12 / 24 / 48 VDC) belong in a separate field.

SFP selectionNeeds review
Application decision

Select the SFP, fiber type, connector, and reach for the customer’s connection. A switch specification alone does not make that choice.

Catalogs · Sales · Connected systems

One record. Evidence attached.
Why connector shape alone isn’t enough
One product. Several kinds of connection.Moxa · EDS-G4012-4GC
Front of the Moxa EDS-G4012-4GC switch, showing RJ45 network sockets, SFP slots, console and USB connections

What the record needs to understand

01

Eight dedicated Ethernet ports

RJ45 describes the connector. The record also needs the interface, speed, and role.

8 × copper10 / 100 / 1000 Mbps
02

Four ports. Two media choices.

Each combo port uses RJ45 copper or an SFP module. The two connectors belong to one logical port.

RJ45orSFP1 port
03

The console also uses RJ45

This connection carries RS-232 management traffic. Connector shape alone does not tell you what a port does.

12 network ports8 dedicated + 4 combo. Keep the management interface separate.
Public product exampleManufacturer specifications

Reuse the structure.
Check each product.

Products of the same type often need the same fields. We reuse those definitions across sources, while keeping each product’s values and evidence separate. AI helps research and interpret the sources. Rules check the output, and people review unresolved questions.

04 / Preparing for publication

Decide what
customers see.

Category filters are already managed in the PIM. The proposed publication workspace adds a customer-page preview alongside those controls. The team could choose what to show and see how it will appear.

Publication / Category pages

Fiber Optic Cable

Website

Choose the customer’s filters.

Show the useful choices. Put them in order.

Fiber countNumber of fibers
Fiber typeSinglemode or multimode
ArmorCable protection
Cable ratingInstallation requirements

Try hiding or moving a filter. Watch the preview change.

Customer page preview

MillenniumProduct catalog
Products / Fiber optic cable
Fiber Optic Cable

Find the cable for your application.

Filter by
  • Fiber count
  • Fiber type
  • Armor
  • Cable rating
Product images · Specifications · Documents

Publication workspace · proposed interfaceBased on category controls already built in the PIM.

What it enables

A populated catalog.
A place to keep it useful.

Millennium can keep its ERP and manage product information in a workspace built for the job: structured records, supporting material, and the tools to maintain them as the catalog changes.

Potential uses
  • Prepare catalog content
  • Support sales lookup
  • Supply connected tools
What to measure in a pilot

Compare research time, review time, corrections, and preparation effort using the same task and acceptance criteria.

Start with your catalog

Which product-information task
takes too much work?

Tell us about the task and the products involved. We’ll help you choose a pilot and agree on how to judge it.

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