Agreed on the human role. The missing piece is trusted product and event data so AI recommendations are actually actionable.

Visibility tools help, but they only matter when the data is trusted at the product level and tied to clear decision thresholds.

Visibility is only half the story. The real value is when product-level data and clear thresholds let teams actually decide and act.

The practical unlock is defining the specific product or event signals and the clear thresholds that should trigger a decision (reroute, hold, inspect, reallocate…). Without that, even good AI stays stuck in the dashboard. maersk.com/insights/digitali…

Supply-chain visibility is useful only when it changes a decision. Start with the action. Then define the product/event data and thresholds needed to trigger it. Dashboards show what happened. Decision-ready traceability helps teams and AI agents act. @Maersk on the shift from seeing the chain to sense → detect → predict → prescribe

The Maersk piece nails the next step — moving from visibility to sense/detect/predict/prescribe. AI as a decision intelligence layer only works when the underlying product and event data is trusted and tied to clear action thresholds. maersk.com/insights/digitali…

Physical goods will benefit the most from tokenization. The blockchain - one that becomes the settlement and verification layer will benefit the most. On the issuer side, the ones that embed real physical attestation from day one will be on the horse — not the ones just minting paper claims.

Dedicated corridors reduce operator handoffs, which helps. The harder part remains proving continuous temperature data and clear custody at every remaining transfer. Independent verification of the physical chain still matters.

Useful expansion for temperature-sensitive products. Procurement and quality teams should still qualify handoff points, temperature continuity across transfers, and contingency routing if a corridor is disrupted.

More dedicated capacity and fewer handoffs is a practical step. The remaining test is continuous temperature-data continuity and clear custody at Asian hub transfers. How are data logging and excursion alerts handled on the new corridors?

Source: group.dhl.com/en/media-relat…

DHL added 6 dedicated cold-chain air corridors linking Europe & North America to Asia (Liège/Brussels/Cincinnati → Shanghai, Singapore, Tokyo Narita, Seoul). More capacity is useful for temperature-sensitive healthcare products. It doesn’t automatically guarantee integrity. Buyers should still test: • Handoff custody • Temperature-data continuity • Excursion response • Route contingencies Fewer operator handoffs help. Verifiable control across the remaining points is what protects product.

Agreed — consumers shouldn’t have to guess. The useful next step is making that verification signal portable so other systems (resale, logistics, customs) can actually use it instead of starting from zero.

Tokenization is clearly accelerating. The missing piece for a lot of physical assets is still a reliable authenticity and custody signal that can travel with the object, not just live inside the token.

Composability on the financial side is moving fast. The harder problem for many real-world assets is still the authenticity and provenance layer that has to travel with the physical product itself.

Tokenized stocks make the financial layer easy. The harder part is still the physical layer — proving the underlying asset or product is real before it gets tokenized. That’s where the gap is.

Full write-up from Base on Ethos: base.org/customers/ethos Curious how people are thinking about the gap between a portable reputation score and actual proof when the counterparty is an object (product, batch, asset) rather than an account.

Portable reputation can reduce repeated onboarding, but a score is not proof. Base's Ethos case shows the opportunity and the guardrail: define the subject, evidence, issuer, timestamp and decision boundary before making trust signals travel.

Same failure mode shows up in the new EU PID rules. The identifiers exist in theory, but they break or get re-keyed between seller → platform → fulfillment → customs declaration.

The practical problem for a lot of catalogs is that the manufacturer never assigned a clean NS-PID in the first place, so teams are inventing one under time pressure. How are you seeing merchants handle products that have no manufacturer reference at all?