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Sector: Electrical / Mechanical

Pim for Manufacturing
PIM for Manufacturing: A Complete Guide

How PIM works alongside ERP and PLM to manage manufacturer specs, parts, CAD files and compliance data, and get clean product content to distributors.

Blog
Electrical / Mechanical
Manufacturing
Digital Product Passports in Construction: What the Sector Knows, And What It Doesn’t

95% of UK construction leaders know about the Digital Product Passport. Only 22% are confident they are ready. The gap is not awareness, and it is not evenly shared.

Blog
Bathrooms, Construction, Electrical / Mechanical, HVAC
Distribution, Manufacturing, Retail
Five Steps to Better Product Data Management in Construction

UK construction knows product data is a problem. New research shows the blockers are proving ROI and finding expertise, not willingness. Here is what the businesses ahead did.

Blog
Bathrooms, Construction, Electrical / Mechanical, HVAC
Distribution, Manufacturing, Retail
What is agentic pim?
What is Agentic PIM? And Why It’s Not Agentic Commerce

Agentic PIM uses AI agents to find, fix, and enrich product data, with people approving changes. See how it differs from AI PIM.

Construction, Electrical / Mechanical
Distribution, Manufacturing
How to Get Products Recommended by AI Agents
How to Get Products Recommended by AI Agents

Get products recommended by AI agents. See the exact fields, feeds, and schema that stop AI shopping agents skipping yours.

Blog
Electrical / Mechanical
Distribution, Retail
Confident But Not Ready: The Product Data Quality Blind Spot in UK Construction

98% of UK construction leaders trust their product data quality. Only 20% call themselves digitally advanced, and just 22% are ready for the Digital Product Passport.

Blog
Bathrooms, Construction, Electrical / Mechanical, HVAC
Distribution, Manufacturing, Retail
26 Hours a Week: The Real Cost of Poor Construction Product Data

New research puts a number on poor construction product data: 26 hours a week lost, and a third of UK merchants and manufacturers losing sales as a result.

Blog
Bathrooms, Construction, Electrical / Mechanical, HVAC
Distribution, Manufacturing, Retail
Supplier Data Quality
Supplier Data Quality: Why Bad Inputs Break Good Catalogs

Distributors often struggle with supplier data quality. Learn why that breaks catalogs at scale, and how a governed PIM fixes it.

Blog
Electrical / Mechanical, Multi-Brand Retail
Distribution, Retail
Product Data Onboarding for Manufacturers
Product Data Onboarding for Manufacturers: How to Launch Products Faster With Fewer Errors

Product data onboarding for manufacturers: how to structure ERP, PLM, and supplier data into clean, compliant, channel-ready records before launch.

Blog
Construction, Electrical / Mechanical
Manufacturing
Why Most AI Product Data Enrichment Fails
Why Most AI Product Data Enrichment Projects Fail

Most AI product data enrichment fails on process, not the model: unstructured inputs, vague prompts, no schema, no validation, no traceability.

Blog
Electrical / Mechanical
Distribution, Manufacturing
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