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Beyond Automation

Buyer at a laptop reviewing a printed order confirmation, with the title “Automating SAP purchase order confirmations with Lisa AI”
October 8, 2026
SAP

Automating purchase order confirmations in SAP with Lisa AI

Lisa AI checks supplier order confirmations from email, PDF and portals, involves buyers on exceptions and posts approved data to SAP via ORDRSP IDoc.
Titus Lottig, co-founder and Managing Director of Recall Space
By 
Titus Lottig
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AI
Supply Chain
Technology Trends
Technology Trends
Illustration: a glowing neural network connects through a port to a hexagonal core that links to three separate modules, with the title “Why AI Makes Architectural Patterns More Important”
Technology Trends
October 20, 2026

Why AI makes architectural patterns more important

Why AI Agents Need Hexagonal Architecture
By 
Gari Ciodaro
Supply Chain
Blue digital background with glowing binary code and data streams, with the title “Databricks as the Data Layer for Purchase Order Automation”
Supply Chain
October 12, 2026

Databricks as the data layer for purchase order automation

Databricks as the Data Layer for PO Automation
By 
Gari Ciodaro
SAP
Buyer at a laptop reviewing a printed order confirmation, with the title “Automating SAP purchase order confirmations with Lisa AI”
SAP
October 8, 2026

Automating purchase order confirmations in SAP with Lisa AI

Automate SAP Order Confirmations with Lisa AI
By 
Titus Lottig
AI
A human hand and a robot hand drawing together on paper, with the title “Same data, same score, different story”
AI
September 15, 2026

Same data, same score, different story

Same Data, Same Score, Different Story
By 
Gari Ciodaro
Supply Chain
Andreas Mueller and Stephan Gotthardt in front of a network graphic, with the title “Does master data need to be perfect before implementing AI?”
Supply Chain
September 4, 2026

Does Master Data Need to be Perfect Before Implementing AI?

Does Master Data Need to Be Perfect for AI?
By 
Andreas Mueller
Supply Chain
Supplier app icon with a red alert badge, with the title “The Supplier Glowing Red Isn’t the One That Gets You”
Supply Chain
August 3, 2026

The Supplier Glowing Red Isn't the One That Gets You

The Supplier Glowing Red Isn't Your Real Risk
By 
Andreas Mueller
Supply Chain
The word “DATA” made of dots on a glass surface, with the title “Golden records are not a data project. They are a by-product.”
Supply Chain
July 27, 2026

Golden Records Aren't a Data Project. They're a by-product

Golden Records Aren't a Data Project
By 
Andreas Mueller
Supply Chain
Robot arms on a factory production line, with the title “Procurement Automation Lives or Dies in the Exceptions”
Supply Chain
June 15, 2026

Procurement Automation Lives or Dies in the Exceptions

Procurement Automation Lives in the Exceptions
By 
Andreas Mueller
Supply Chain
A hand reaching toward floating percent signs, with the title “The 100% Automation Myth — And Why We Stopped Chasing It”
Supply Chain
June 9, 2026

The 100% Automation Myth — And Why We Stopped Chasing It

The 100% Automation Myth in Procurement
By 
Andreas Mueller
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