Uploaded June 2026 | Updated September 2026, 2 weeks ago
Fulfilment usually breaks quietly.
One small exception becomes tomorrow’s broken workflow.
I’m joined by Leo Rodriguez, VP at River Plate Inc., a Southern California 3PL working across e-commerce, retail, warehousing, distribution, freight logistics, kitting and assembly. Leo lives where brands, retailers, carriers, warehouse systems, item data and customer promises collide, which is precisely where supply chain resilience either holds or starts leaking margin.
This matters now because fulfilment is being squeezed from every side: retail compliance, chargebacks, parcel cost increases, tariffs, labour constraints, channel complexity, and systems that only work if the physical operation and digital record stay aligned. Visibility is not a dashboard if the carton markings, EDI, ASNs, inventory setup and warehouse processes are already wrong. It is just prettier confusion, and we have enough of that.
What changed my thinking was how early the real failure can start. A box that cubes out perfectly in a container can become oversized or overweight when it reaches a retail channel. A small system configuration change today can hit the 3PL months later. And AI in supply chain operations is useful, but only when the underlying process is disciplined enough for automation to help rather than accelerate a mess.
Leo also makes a strong point about cost: better fulfilment is not just fewer errors. It frees teams to fix parcel strategy, shipping rules, inventory accuracy, customer experience and margin leakage instead of endlessly patching yesterday’s workaround.
For senior supply chain, procurement, logistics, operations and risk leaders responsible for fulfilment, resilience, cost and customer promise.
If you’re dealing with this on the ground, I’d like to hear where exceptions become risk in your operation.
Podcast: resilientsupplychainpodcast.com
Subscribe or follow Resilient Supply Chain for more practical conversations on operational resilience, supply chain risk, data, logistics, AI, and sustainability.
Chapters / Timestamps
00:00 – When exceptions become operational risk
01:49 – Why 3PL experience matters in fulfilment
03:48 – Daily logistics decisions that keep orders moving
05:06 – Early warning signs of fulfilment failure
06:56 – Where brands underestimate channel complexity
09:34 – Why fulfilment problems often start inbound
14:13 – The controls that reduce firefighting
17:08 – How to stabilise messy fulfilment fast
20:29 – AI, automation and process discipline
23:18 – Why software alone does not fix operations
26:08 – Parcel costs, shipping rules and margin leakage
31:40 – Tariffs, AI and fulfilment’s next pressure points
34:08 – In-house fulfilment versus outsourcing risk
37:36 – Why cheaper fulfilment can damage the brand
Fulfilment usually breaks quietly.
One small exception becomes tomorrow’s broken workflow.
I’m joined by Leo Rodriguez, VP at River Plate Inc., a Southern California 3PL working across e-commerce, retail, warehousing, distribution, freight logistics, kitting and assembly. Leo lives where brands, retailers, carriers, warehouse systems, item data and customer promises collide, which is precisely where supply chain resilience either holds or starts leaking margin.
This matters now because fulfilment is being squeezed from every side: retail compliance, chargebacks, parcel cost increases, tariffs, labour constraints, channel complexity, and systems that only work if the physical operation and digital record stay aligned. Visibility is not a dashboard if the carton markings, EDI, ASNs, inventory setup and warehouse processes are already wrong. It is just prettier confusion, and we have enough of that.
What changed my thinking was how early the real failure can start. A box that cubes out perfectly in a container can become oversized or overweight when it reaches a retail channel. A small system configuration change today can hit the 3PL months later. And AI in supply chain operations is useful, but only when the underlying process is disciplined enough for automation to help rather than accelerate a mess.
Leo also makes a strong point about cost: better fulfilment is not just fewer errors. It frees teams to fix parcel strategy, shipping rules, inventory accuracy, customer experience and margin leakage instead of endlessly patching yesterday’s workaround.
For senior supply chain, procurement, logistics, operations and risk leaders responsible for fulfilment, resilience, cost and customer promise.
If you’re dealing with this on the ground, I’d like to hear where exceptions become risk in your operation.
Podcast: resilientsupplychainpodcast.com
Subscribe or follow Resilient Supply Chain for more practical conversations on operational resilience, supply chain risk, data, logistics, AI, and sustainability.
Chapters / Timestamps
00:00 – When exceptions become operational risk
01:49 – Why 3PL experience matters in fulfilment
03:48 – Daily logistics decisions that keep orders moving
05:06 – Early warning signs of fulfilment failure
06:56 – Where brands underestimate channel complexity
09:34 – Why fulfilment problems often start inbound
14:13 – The controls that reduce firefighting
17:08 – How to stabilise messy fulfilment fast
20:29 – AI, automation and process discipline
23:18 – Why software alone does not fix operations
26:08 – Parcel costs, shipping rules and margin leakage
31:40 – Tariffs, AI and fulfilment’s next pressure points
34:08 – In-house fulfilment versus outsourcing risk
37:36 – Why cheaper fulfilment can damage the brand
