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Delivering Understanding Beyond Insights
Browsing All posts tagged under »supplier data«
AGI Won’t Fix Your Dirty Data. Neither Did AI, GenAI, or Agentic AI. Here’s Why.
December 3, 2025
A technology-first approach has never addressed the clean data problem — and it never will.
An Advanced Look at Teal IQ (AI Data Discovery and Enrichment)
July 26, 2024
How does AI make you smarter or dumber?
Is The Single Source of Truth A Myth? Duncan Jones Adds Important Insights Regarding Supplier Intelligence
October 25, 2023
“The single source of truth is a myth. It will never exist. CPOs should learn to live without it like sellers & marketers do. Eg different buyers, rating agencies, & communities rate a supplier’s reliability differently. You’re not 100% sure that news item about unethical behaviour refers to your similarly named supplier.” – Duncan Jones […]
Procurement Insights 
Supplier Onboarding Is Not a Form Problem — It’s an Ecosystem Problem
December 5, 2025
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GenAI can enrich your supplier data. It can't fix the architecture that keeps producing junk.