The California distribution landscape has never been more competitive — or more demanding. Rising labor costs, accelerating e-commerce volumes, tighter fulfillment windows, and persistent supply chain disruptions have forced warehouse operators to reconsider every assumption about how their facilities are built and run.
For an increasing number of organizations, the answer is warehouse automation. Not automation as a distant aspiration, but as an operational reality being deployed across distribution centers, 3PL facilities, grocery fulfillment hubs, and manufacturing operations right now. Here is what that shift looks like in 2026, and why McMurray Stern clients are moving faster than ever.
The Business Case for Warehouse Automation Has Never Been Stronger
Five years ago, warehouse automation was largely the domain of enterprise-scale operations with multi-million-dollar budgets. That barrier has collapsed. Advances in robotics, modular automated storage and retrieval systems (ASRS), and warehouse execution software (WES) have made automation accessible to mid-market distribution operations at a fraction of the historical cost.
The financial logic is compelling. Labor costs in California warehouse operations have increased by over 30% in the past four years. Order error rates in manual picking environments average one to three percent, with each error generating returns, rework, and customer attrition costs that add up quickly. Throughput ceilings in manual facilities create hard limits on order capacity — limits that automation removes entirely.
When organizations calculate the total cost of manual operations against the capital and operating costs of automation, the payback period increasingly falls within two to four years. For many facilities, that math is no longer a question of whether to automate, but when.
Core Warehouse Automation Technologies Driving Results in 2026
Automated Storage and Retrieval Systems (ASRS)
ASRS technology uses automated mechanisms to store and retrieve goods from high-density rack systems without manual intervention. In distribution environments, these solutions dramatically reduce the footprint required for inventory storage while increasing throughput speed and picking accuracy simultaneously.
McMurray Stern's ASRS implementations have helped California distribution clients increase storage density by 60 to 80 percent while reducing order processing time by 40 percent or more. For facilities facing space constraints or rapid inventory growth, ASRS delivers some of the most immediate and measurable returns available in warehouse automation today.
Goods-to-Person Picking Systems
Traditional pick-and-place operations require workers to travel extensively across warehouse floors — a significant time sink in any large facility. Goods-to-person systems reverse that equation entirely: inventory is delivered directly to a stationary pick station, dramatically reducing travel time and improving ergonomics for warehouse staff.
Vertical lift modules (VLMs) are a leading goods-to-person technology deployed across healthcare, manufacturing, and distribution environments. Compared to traditional shelving, VLMs reduce floor space consumption by up to 85 percent and increase picking speed by two to three times. For operations where both space and speed are at a premium, the impact is immediate.
Autonomous Mobile Robots (AMR)
AMRs navigate warehouse floors independently, moving inventory, totes, and pallets between storage zones and pick stations without fixed conveyor infrastructure. Unlike earlier generations of automated guided vehicles, AMRs use real-time mapping and obstacle detection — making them flexible, safe, and fully adaptable to changing floor layouts.
For 3PL operators managing multiple client SKU sets and frequent layout changes, AMR flexibility is a decisive operational advantage. These systems can be redeployed and reconfigured as client needs evolve, without the costly downtime associated with fixed automation infrastructure.
Sortation and Conveyor Systems
High-speed sortation systems enable distribution centers to process thousands of orders per hour with minimal manual intervention. For grocery distribution, e-commerce fulfillment, and returns processing, sortation automation is a critical throughput enabler — particularly as same-day and next-day delivery windows become standard customer expectations rather than premium offerings.
Warehouse Execution Software (WES)
Hardware without intelligence is incomplete. McMurray Stern's MSI Automate WES platform orchestrates automated systems, directs labor, manages inventory flow, and provides real-time operational visibility across the entire facility. It ensures that every component of the automated warehouse works as a unified, optimized system rather than a collection of disconnected tools.
Where Automation Delivers the Fastest ROI
Not every automation investment yields the same return, and a one-size-fits-all approach rarely serves distribution operations well. McMurray Stern's project teams assess four primary value drivers when evaluating automation opportunities for a specific facility.
Labor intensity is the first consideration — operations with high picking labor costs benefit most immediately from automation, often seeing the fastest payback periods. SKU velocity is the second: high-volume SKUs are ideal candidates for goods-to-person automation, while low-velocity SKUs benefit most from ASRS-based storage density solutions.
Error costs represent the third driver. Facilities with high return and rework rates tied to picking errors see rapid quality ROI as automation reduces error rates to a fraction of manual benchmarks. Finally, space constraints factor heavily into the equation. Organizations facing costly expansion decisions frequently find that automation offsets the need for new square footage entirely, converting a capital construction expense into a technology investment with a far shorter payback window.
The McMurray Stern Approach: Engineering-Led, Outcome-Focused
McMurray Stern is not a technology vendor that sells products and moves on. We are a design-build partner that engineers automated storage and distribution solutions from initial workflow analysis through full deployment, training, and long-term support.
Our process starts with a thorough project analysis — assessing current operations, workflow patterns, SKU mix, order profiles, and growth trajectory. From there, our team develops a system design that integrates the right technologies for your specific environment and objectives, ensuring all automation components connect seamlessly with your existing WMS, ERP, or inventory systems.
We manage installation, testing, and hands-on team training before go-live, and we remain engaged after deployment with preventative maintenance, software support, and capacity planning as your operation grows and evolves. From a single VLM installation to a fully automated distribution center, every McMurray Stern project is engineered to deliver measurable performance improvement — not just new equipment.
Is Your Distribution Center Ready for Automation?
The right time to evaluate warehouse automation is before the pressure becomes critical. Organizations that engage early secure better project timelines, greater design flexibility, and faster ROI. Those who wait often find themselves reacting to capacity crises rather than planning ahead of them.
McMurray Stern serves distribution centers, manufacturers, 3PL operators, and specialty facilities across California, Arizona, and the broader Western United States. Our free consultation process begins with a no-obligation assessment of your current operations and automation opportunity — giving you a clear picture of what's possible and what it would take to get there.
