Perspective
Applying AI inside the operation.
Notes from RSA XB on applying AI in logistics and supply chain operations.
AI & evaluationYour agent needs an address, not just a runtime
Three managed agent runtimes shipped in one quarter, each with its own reading of the same standards. We went through all three the way a team that ships on all three has to, and the thing that will cost you real money is not on anybody's feature table.
Pavan Kumar TV8 min read
PerspectiveThe weekend demo proved the wrong thing
A mailbox agent before Monday feels like proof you should go AI-first. It isn't. It proves extraction got cheap, not that your org chart should absorb every model release.
Denis Konoplev6 min read
PerspectiveThe best-funded logistics AI doesn't clear a single entry
Everyone assumes the hot money is building clearance and visibility agents. It isn't. It went to invoices, disputes and spend recovery, and the join on your desk still has no owner.
Denis Konoplev5 min read
PerspectiveLogistics doesn't need an AI TMS
Every incumbent is bolting agents onto the system of record. That's the wrong shape. The work that's actually painful sits outside the TMS, in the inbox and the attachments and the phone calls.
Denis Konoplev5 min read
PerspectiveCross-border still runs on four inboxes and a hope
Fragmentation is treated as inevitable. It is not. Here is the thesis behind RSA XB — and why the system of record is the wrong place to put the next agent.
Denis Konoplev3 min read
PerspectiveAsk who owns the middle mile. You'll get four answers, all wrong
Ask who is responsible for a parcel between the origin warehouse and the destination doorstep and you get four confident answers, none of which agree. That gap is where the cost lives.
Pavan Kumar TV5 min read