Can AI tell when it's likely to be wrong? For #procurement, calibrated confidence scores could decide when AI acts alone and when a human steps in. #AI #AIgovernance
procurementtidbits.substack.com/p/why-i-care...

Can AI tell when it's likely to be wrong? For #procurement, calibrated confidence scores could decide when AI acts alone and when a human steps in. #AI #AIgovernance
procurementtidbits.substack.com/p/why-i-care...
Buying an AI tool doesn’t transform sales any more than buying a new platform automatically transforms procurement. @SuperstarHelen asks a better question: what are we trying to do differently? bit.ly/3UQIfII #sales #procurement #socialselling
On September 30, 2026, SSAB Enterprises LLC was a petitioner in a key trade ruling. The decision continues antidumping protections on cut-to-length carbon steel plate from Ukraine. Federal Register document. https://leansupplai.com/en/suppliers/87472 #SupplyChain #Procurement #SteelIndustry
MCP is now baseline in #procurement tech, but the real questions are security, auditability, access and human oversight. procurementtidbits.substack.com/p/mcp-is-not...
Before someone trusts you enough to buy from you or appoint you as a supplier, there's a smaller decision: do they trust you enough to talk to you? @SuperstarHelen explores why. bit.ly/4yck1Yc #sales #procurement #socialselling
#SLM vs. #LLM is the wrong question. Routing tasks to the right model cuts #AI costs, and #procurement should keep every choice reversible in stack and contracts.
https://procurementtidbits.substack.com/p/the-ai-model-you-buy-today-wont-be
Micron’s customers have placed over $12.7 billion in upfront deposits just to secure memory allocation amid soaring AI demand, according to its FQ4 FY2026 earnings. The filing shows gross margins hitting nearly 87%. https://leansupplai.com/en/intel/brief #SupplyChain #Semiconductors #Procurement
Looking for food manufacturers or suppliers? Share your requirement, quantity and destination through one RFQ. #FoodSourcing #RFQ #Wholesale #Procurement
Sourcing machinery or equipment? Put the requirement in front of suppliers and keep responses connected to the original request. Post your RFQ on Import Export Finder. #Machinery #B2B #RFQ #Sourcing #Procurement
# SLMs are all over the #AI news lately. For #procurement, they raise new questions: which model runs each task, what one transaction costs and whether you can swap it next year without rebuilding. My take on what to ask vendors: procurementtidbits.substack.com/p/the-ai-mod...
#AI moves too fast for #procurement to make “permanent” technology choices. The better strategy: adopt now, but keep models, data, workflows, and contracts easy to change. procurementtidbits.substack.com/p/the-ai-mod...
The lived-experience view of this problem:
Procurement Language That Actually Works in Healthcare
Remedies with actual teeth
The landscape for welded line pipe just shifted. SeAH Steel Corporation of Korea now faces an amended antidumping duty order, effective September 25, 2026. This amended final determination follows a court. https://leansupplai.com/en/suppliers/85630 #SupplyChain #Procurement #Manufacturing
Need textile suppliers? Post your sourcing requirement once and give suppliers the opportunity to respond. Compare responses in one place. #Textiles #RFQ #Sourcing #Procurement
Need electronics suppliers? Whether you're sourcing components, finished products or OEM production, start with a clear RFQ suppliers can respond to. #Electronics #OEM #Sourcing #RFQ #Procurement
Supplier prices trapped in photos are hard to compare. This guide covers turning price sheets into editable rows while keeping units, pack sizes and quote dates attached.
Before someone trusts you enough to buy from you or appoint you as a supplier, there's a smaller decision: do they trust you enough to talk to you? @SuperstarHelen explores why. bit.ly/4yck1Yc #sales #procurement #socialselling
3. Smaller repeat business first usually means you're established when the big tender comes round.
Tender first or base business first: which has worked better for you?
#Tenders #MarketEntry #Procurement #GlobalTrade
€25B+ in planned #BigScience investments will create major #procurement opportunities.
At #BSBF2026, INPROCAP will share practical tools for defining needs, engaging the #market and choosing the right innovation procurement approach.
📅 27 Oct | 10:00–12:00
Register: tinyurl.com/4z994mkn.