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From 2026 onward, supply chain finance (SCF) is likely to be shaped by five durable forces: 1. Structured data becomes the norm; 2. Real time moves from domestic to cross border, with baked in verification; 3. Trade goes fully digital;...
#BCR Publishing#e-invoicing#Mark Mandula
Conclusion The next few years promise to bring an unprecedented wave of data, fundamentally reshaping business, society, and global power…
#AI#data protection#deluge of data
Continuation from Part 9 Strategies for Harnessing and Protecting Data • Promote Open Data and Collaboration (Responsibly): Many of the…
#AI#data protection#factoring
Continuation from Part 8 Strategies for Harnessing and Protecting Data • Regularly back up data (and evaluate the backups) to…
#AI#critical thinking#data protection
Continuation from Part 7 Strategies for Harnessing and Protecting Data Given the enormous opportunities and risks outlined, it is clear…
#data governance#data protection#data strategy
Continuation from Part 6 Societal Impact: Who Is Helped and Who Is Harmed? Data’s proliferation will unevenly affect diverse groups…
#AI#Mark Mandula#risk
Continuation from Part 5 Who Profits from Data? The New Data Economy Data has been described as the oil of…
#AI#artificial intelligence#data driven comapnies
Continuation from Part 4 Data Security: Safeguarding Data from Theft and Abuse With valuable data everywhere, security is a paramount…
#breaches#cyber attacks#data security
Continuation from Part 3 Ownership, Control, and Governance of Data One of the most critical questions in this new era…
#AI#data ownership#law
Continuation from Part 2 Concentration of Power: The question of “who will own and control” the world’s data is not…
#data control#environmental footprint#fairness
Continuation from Part 1 Risks and Threats in a Data-Saturated World The other side of the data boom is an…
#AI#cybersecurity#data privacy
In May 2025, I chaired a panel of international experts from the commercial banking, software, trade finance and supply chain…
Continuation from Part 2 Small Enterprises (10–49 employees) Small enterprises have more bandwidth than micro firms but still face resource…
#credit lines#exposure#foreign supplier