Shipping bulky products fast is one of the toughest challenges in supply chain.
Margins are thin. Customers expect instant delivery. And the old model of shipping cross-country from a few warehouses just doesn’t cut it anymore.
A fast-growing organic gardening brand ran into the same wall last year - until they rebuilt their supply chain from the ground up.
They partnered with WARP, a middle-mile platform, to forward-deploy inventory, sync inbound and outbound moves, and upgrade last-mile delivery - cutting shipping times from 5 days to 2 days in under 6 months.
I sat down with Daniel Sokolovsky (CEO of WARP) to break down exactly how they did it - and wrote a playbook you can follow with insights from that conversation.
If you’re trying to speed up bulky fulfillment (without blowing up costs), you’ll find this useful.
What’s Inside
The Setup → The brand’s difficulties shipping bulky products
The Fix → Exact steps they took to cut delivery times by 60%
The Signal → My top takeaways, so you don’t repeat their mistakes
The Playbook → A roadmap you can follow to improve your ops
Full Q&A → With Daniel, on what worked, what didn’t, timelines, and more
Where they were
A fast-growing soil brand began as a startup selling mushroom grow kits online. Over time, they grew into a nationally recognized gardening brand with a mission: make it easy for families to grow food at home.
As they expanded into soil and seeds - and began selling through big-box retailers like Home Depot, Target, and Lowe’s - the company hit a supply chain wall.
Soil posed a unique challenge. It’s heavy. It’s low-margin. And the cost to ship it to individual customers often exceeded the price of the product itself. Delivery times for ecommerce orders were often 7–10 days. For customers looking to plant by the weekend, that wasn’t good enough.
At the same time, the brand was thinking bigger. They didn’t just want to sell bags of soil — they wanted to compete with incumbents like Miracle-Gro and serve larger use cases: backyard renovations, community gardens, schools.
To do that, they needed a network that could:
Move inventory closer to customers
Deliver pallets to homes - not just warehouses
Provide fast, reliable delivery without killing margins
Scale from a test to a nationwide program
That’s when they brought in WARP.
How they solved it
The soil brand didn’t tweak around the edges - they rebuilt their supply chain from scratch.
Here’s what they did:
1. Mapped demand zip by zip
First, they pulled 12–24 months of historical order data. Then, WARP overlaid it onto their network of 86 cross-docks across the US. Instead of guessing where inventory might need to be, they pinpointed the exact regions where customers were concentrated - and chose facilities to hit 1 - 2 day delivery windows with the fewest possible nodes.
2. Forward-deployed inventory — but kept it lean
The brand moved away from stockpiling 4–6 weeks of inventory at a few big warehouses. Instead, they placed just 1–2 weeks of inventory at 20+ regional cross-docks — right near customer demand.
Inventory restocking was dynamic, tied to actual order velocity and seasonality, not just static forecasts.
The leaner model meant faster replenishment, lower storage costs, and less risk of inventory getting stuck in the wrong place.
3. Synced inbound and outbound for tighter control
At the start, the brand handled their inbound truckloads manually. But gaps in timing and visibility slowed things down.
WARP stepped in to manage the full flow - from soil plants to cross-docks to customers.
By connecting inbound (FTL) and outbound (LTL) moves inside one platform, they tightened turnaround times, reduced stockouts, and created a cleaner flow of inventory across the system.
4. Rethought final mile delivery for bulky orders
Traditional LTL wasn’t cutting it. It’s designed for warehouses, not for dropping pallets at farms, schools, or backyards.
Instead, WARP built a flexible delivery model:
Cargo vans for small orders
Box trucks and semis for larger shipments
Dynamic routing to match equipment with delivery needs
Commingled loads to boost density and slash cost
This setup allowed the brand to offer 1–2 day delivery even for heavy, awkward shipments — without blowing up margins.
5. Launched fast — then scaled in real time
Instead of months of modeling and endless strategy decks, they started small: One location. One real-world test.
Once it worked, they quickly expanded to 20+ cross-docks — adjusting as they went.
Facilities that underperformed were pulled out. Inventory levels were tweaked weekly.
Speed, not perfection, was the priority — and it paid off.
6. Ran everything on one operating system
Every node in the network - inbound shipments, cross-docks, drivers, final mile carriers — operated through WARP’s OS.
It wasn’t just data collection. Facilities and drivers worked inside the system for scanning, tracking, and updates.
That gave the brand real-time visibility without needing to stitch together WMS, TMS, and third-party freight portals.
One dashboard. One playbook. Full control.
The brand also uses the same system to manage broader operations beyond WARP-managed freight.
My top lessons from this project
1. A unified system isn’t just cleaner - it unlocks faster decision-making
Plenty of brands duct-tape together a supply chain stack: one system for inventory, another for transportation, a separate WMS, and a tracking tool layered on top. That’s manageable when volumes are low and problems are predictable. But at scale, that fragmentation slows everything down — you can’t respond fast, and you lose visibility in the moments that matter.
What WARP provided wasn’t just software — it was a single layer of coordination across plants, cross-docks, and delivery. Every node, every handoff, every scan happened inside the same operating system.
That allowed the brand to:
Track inventory in real time
Route deliveries dynamically
Catch issues before they became bottlenecks
The signal here: Control beats integration. If you’re trying to scale complex logistics, don’t just connect the dots - own the whiteboard.
2. Delivery speed didn’t just improve CX - it shifted the customer base
Before WARP, the brand mostly sold to hobbyists: people buying small bags of soil for balconies or windowsills. But with faster delivery — 1–2 days in most major markets — they unlocked a new kind of customer: one who orders entire pallets for bigger, planned projects.
That customer:
Spends more
Is less price-sensitive
Orders multiple times per season
Needs reliability, not just affordability
In other words: speed wasn’t just a performance win — it was a growth lever.
The companies that win in logistics-heavy categories aren’t always the cheapest. They’re the ones that change what’s possible for the customer and capture new use cases as a result.
3. Designing a network is iterative - you won’t get it right the first time
WARP didn’t show up with a perfect solution. They started with a pilot in one market, saw what worked, and then expanded to 20+ cross-docks in a matter of weeks.
They made adjustments as they scaled:
Pulled out underperforming facilities
Rebalanced inventory across markets
Took over the brand’s inbound linehaul to streamline coordination
And it worked because they moved before it was perfect.
The insight here? The cost of waiting is often higher than the cost of being slightly wrong. You don’t need 100% certainty - you need a feedback loop that lets you correct quickly.
How you can implement this
If you’re facing slow, expensive fulfillment for pallets or heavy goods in “non-standard” locations, you typically have two paths:
DIY: build your own network of cross-docks, carriers, and dashboards.
Partner: tap an existing supply chain platform (e.g., WARP) and layer your data on top.
Below, I’ve broken down both approaches.
For each step, I’ll note what you do yourself - and what’s handled for you if you work with a provider like WARP.
1. Map demand with intent (1 week)
Why: You can’t optimize what you can’t see. Start with where your demand truly is.
DIY:
Export 12–24 months of historical order data (ZIP code, SKU, quantity, order value, shipping cost, date).
Clean your data: remove duplicates, standardize ZIP codes, dimensions, and weight units.
Geocode ZIP codes or addresses (tools: BatchGeo, Geopy, Google BigQuery Geography).
Create heat maps and pivot tables to visualize your biggest demand clusters.
Identify your top 10–25 metro/regional demand areas by total volume, DIM weight, and seasonality.
With WARP:
Provide WARP with your past 12 - 24 months of clean order data (ZIP, SKU, date, order size).
Define your top business priorities clearly (speed, cost, growth markets, margins).
Participate in 1 - 2 planning sessions to review WARP’s demand analysis and recommended locations.
2. Set up your forward network (2-4 weeks)
Why: Fewer, well-placed nodes beat a sprawling, underutilized network.
DIY:
Develop criteria for selecting cross-docks/3PLs near demand areas:
Within a 12-hour drive of key metros.
24-hour turnaround time.
Liftgate/pallet-jack available.
Accept mixed-SKU pallets.
Conduct an RFQ for storage ($/pallet/week), inbound FTL, outbound LTL, and accessorial fees.
Audit preferred cross-docks via video or in-person; sign clear SLAs.
Classify SKUs and stage 1–2 weeks of inventory at each location (prioritize fastest-moving SKUs).Set minimum/maximum inventory triggers (reorder at ~7 days inventory, restock to ~14 days).
Schedule your first inbound FTL shipments, and provide clear pallet manifests.
With WARP:
Review WARP’s facility shortlist.
Confirm final node locations and initial inventory staging plans.
Collaborate with WARP on timelines for initial inventory transfers.
3. Connect inbound and outbound (2-3 weeks setup, ongoing)
Why: If you don’t sync these, you’ll end up with inventory in the wrong place at the wrong time.
DIY:
Define a routing guide clearly showing inbound lanes, restocking frequency, and shipping cut-off times.
Block recurring dock appointments in your TMS/calendar to ensure availability for trucks.
Integrate EDI/CSV data feeds to receive real-time inventory receipts and outbound tracking data.
Establish a daily “exception queue” for quickly resolving stockouts, delays, or missed appointments.
With WARP:
Provide manufacturing schedules and inventory production forecasts to WARP.
Confirm replenishment triggers with WARP (e.g., minimum inventory thresholds).
Check weekly dashboards provided by WARP for inventory and transit accuracy.
4. Tailor final mile delivery (2-4 weeks)
Why: If you can’t reliably serve homes, schools, or community sites, you lose trust.
DIY:
Conduct a micro-RFP with regional last-mile carriers, specifying delivery requirements:
Liftgate capability.
Residential and school access.
Appointment scheduling.
Proof-of-delivery with photo capture.
Pilot deliveries to homes, schools, farms, or non-standard locations (minimum 10 shipments per site type).
Set up automated SMS/email notifications with tracking and real-time delivery windows.
Conduct customer surveys post-delivery to ensure drivers communicated clearly, off-loaded safely, and arrived on time.
With WARP:
Provide clear delivery criteria (types of locations, customer preferences, special handling needs).
Share feedback from customers on initial deliveries.
Approve and fine-tune delivery notification messaging managed by WARP.
5. Pilot, measure, and iterate (3-6 weeks)
Why: You won’t get it perfect. Learn from live orders.
DIY:
Launch your pilot in one high-priority metro region.
Track KPIs clearly:
Average days in transit (DIT).
On-time delivery % (OTIF).
Cost per shipment.
Inventory turns at cross-docks.
Run daily 15-minute stand-ups in week one; transition to weekly meetings once stable.
Log and categorize any misses; adjust weekly (carrier mix, safety stock, or delivery windows).
With WARP:
Select one initial metro for a pilot with WARP (highest priority).
Review weekly dashboards from WARP: transit times, accuracy rates, costs, customer issues.
Join a weekly check-in call to discuss performance and approve suggested adjustments.
6. Create a single source of truth (2 weeks setup, ongoing)
Why: Disconnected systems kill speed and visibility.
DIY:
Select your dashboard platform (Airtable, Notion, Google Sheets, BigQuery/Data Studio, or full TMS/WMS).
Automate data feeds using ETL tools like Zapier or Fivetran:
Daily SKU-level inventory at nodes.
Shipment tracking status updates.
Exception and delay logs.
Build your dashboard clearly visualizing live inventory status, order flows, recent trends, and exceptions.
Set automatic alerts (Slack/email): low inventory, delays over 48 hrs, dwell times over 8 hrs.
With WARP:
Get your team access to WARP’s online dashboard.
Clearly define which alerts you want from WARP’s system (e.g., low stock, late deliveries, inventory exceptions).
Monitor dashboards weekly and share internally for transparency.
7. Make operational reviews a habit (ongoing)
Why: A responsive team fixes problems before they escalate.
DIY:
Schedule weekly operational review calls (30 min) and monthly deep-dives (90 min).
Share your operational dashboard broadly: ops, customer support, finance, sales.
Assign clear ownership for each issue category (delays, damages, inventory misses).
Re-run your demand-mapping and network-design exercises every 6 months to stay optimized.
With WARP:
Attend WARP-led monthly performance reviews (or more frequently if desired).
Bring your internal metrics and feedback to these sessions to drive discussion.
Confirm and track improvement actions agreed upon in meetings.
Bottom Line:
Both paths can work.
DIY works if you have deep logistics bandwidth and time to stitch systems together.
Partnering gets you to speed, coverage, and unified visibility faster - but you still need to supply clean data, set clear goals, and stay in the weekly improvement loop.
Q&A with Daniel Sokolovsky
If you want to go deeper on this project, here’s the full conversation I had with Daniel. We get into the weeds on everything from dynamic routing to what makes residential LTL actually work - plus lessons learned from scaling fast under real-world constraints.
Table of Contents:
Growing from mushroom kits to a national soil brand
Why soil is a uniquely hard supply chain problem
Early attempts at forward deployment and cross-docks
Limitations of traditional freight brokers and LTL carriers
The moment the brand knew they needed help
How WARP used the brand’s data to redesign the network
Mapping 22 plants to 20+ forward-deployed facilities
Balancing inventory levels, storage costs, and responsiveness
Why WARP took over inbound FTL shipments
Adapting the network post-launch to improve coverage
Why legacy LTL models don’t work for soil deliveries
How WARP’s flexible vehicle network enables 1–2 day delivery
Mixing cargo vans, box trucks, and semis for different destinations
Dynamic routing based on volume, distance, and location
What makes WARP different from a traditional LTL broker
The lightweight OS powering WARP’s entire network
How crossdocks use WARP’s system for scanning, photos, signatures
Customizing the experience based on location and product type
Giving the brand full visibility across inbound, outbound, and inventory
Extending the WARP platform to manage other ops
From first meeting to national rollout in under 6 months
Starting with a pilot and scaling to 20+ cross-docks
Unlocking bulk D2C orders and backyard renovations
Driving faster delivery, higher margins, and a better experience
Advice for operators: act fast, improve as you go
This conversation has been edited for length and clarity.
1. Understanding the Starting Point
Before WARP, what did the brand’s supply chain look like? What were the biggest challenges?
Daniel: The soil brand started as an ecommerce company selling mushroom grow kits. That was the core of their business early on, and it worked well — it was lightweight, direct-to-consumer, and scalable online.
But as they expanded into organic soil and seeds, the game changed. Soil is bulky, heavy, and regulated. Each state has different permitting requirements for selling and moving soil, and getting that infrastructure set up is a heavy lift. It took them years to build relationships with production plants across the U.S. — they ended up with 22 different manufacturing facilities, each servicing different parts of the country.
They also got retail traction — Home Depot, Lowe’s, Target, etc. But ecommerce remained a huge piece of the business, and that’s where the pain started to show. You can’t ship a bag of soil cross-country in 7–10 days and expect to make a profit, especially if shipping costs more than the product. They needed a supply chain that could support fast, affordable home delivery — and that’s where they were stuck.
Did they have any forward-deployed inventory or cross-docks in place before you came in?
They were experimenting with it. They had started using a few cross-docks and worked with multiple partners, but the network wasn’t unified. Delivery was managed through freight brokers who passed off shipments to traditional LTL carriers. That works for warehouse-to-warehouse freight, but it breaks down when your customers are schools, farms, or suburban homes. These carriers just aren’t built for that kind of delivery experience.
So what made them reach out to you? Was there a specific turning point?
They had tested enough to see the potential — they knew that placing inventory closer to customers could work. But they didn’t know how to scale it. They came to us not just for transportation, but to help design and manage the whole system. They needed someone to take the proof of concept and operationalize it at scale.
2. Building the Network
What was your starting point once the brand came to WARP? What were the first problems you wanted to solve?
The first issue was cost per pallet. Soil is heavy — you can’t fit that many pallets on a truck, so if you’re shipping cross-country, your per-unit shipping cost goes way up. The second issue was delivery experience. Traditional LTL networks don’t work well for non-commercial destinations. And finally, they lacked visibility — they didn’t know what inventory was where, when it would arrive, or how fast it would turn.
Our goal was to fix all of that. We started by mapping their order and production data against our own facility network — which includes over 80 cross-docks across the U.S. We built out a scenario plan to forward-deploy inventory in 20+ markets, close to demand hubs, while minimizing shipping cost and reducing inventory holding times.
How did you decide how much inventory to place and where?
We looked at historical order volume, seasonality patterns, weather data (which affects soil demand), and population density. Our goal was to keep 1–2 weeks of inventory per region — enough to maintain high service levels, but lean enough to avoid excess storage fees. We also built in feedback loops: if demand surged, we could speed up replenishment from the plant. If demand dropped, we’d slow things down.
And on the inbound side — who handled the FTL shipments to the cross-docks?
Initially, the brand did. They worked with truckload brokers to move soil from the 22 plants to the forward facilities. But over time, we took over those linehauls to gain full control over timing and routing. Connecting both inbound and outbound gave us better planning capabilities and helped the entire network run smoother.
3. Reimagining Outbound Delivery
Outbound delivery is where most costs show up — especially with bulky residential orders. How did you design your LTL model to work for that use case?
Typical LTL carriers were built decades ago. Their networks are optimized for warehouse-to-warehouse moves. They own terminals, run fixed trailers, and don’t do well with one-off home deliveries — especially if it’s a pallet of soil going to a backyard or a school.
We took a different approach. Our network is built to be flexible. We don’t just use 53-foot trailers. We use everything from cargo vans to 16-foot, 26-foot, and even 30-foot box trucks — whatever is right for the job.
That flexibility lets us dynamically route based on the volume and destination type. It also lets us hit faster delivery times, because we’re not tied to fixed assets or fixed routing schedules. Most of the brand’s orders are delivered within 1–2 days now.
Is this something traditional brokers could replicate?
No — because they don’t control the delivery experience. A broker just passes your load to Carrier X or Y and hopes for the best. They can’t decide what equipment to use, how it’s routed, or what happens if a customer isn’t home. We operate as a virtual LTL carrier — we run our own network, our own tech, and our own routing logic. That’s how we control quality.
4. Technology & Orchestration
How did you ensure visibility across the supply chain — from the plant to the customer?
Everything runs on our operating system. The cross-docks, drivers, and even the customer-facing tracking — it’s all handled by our software. It’s not a patchwork of systems. That gives us real-time updates on where inventory is, what’s been picked, and when something’s out for delivery.
For the facilities, it’s like a lightweight hybrid of a WMS and IMS — focused on fast turn, not deep storage. And because we own the stack, we can customize it: require a photo for one type of delivery, a signature for another. That level of control lets us guarantee consistency across 20+ facilities.
Was this system used only for WARP shipments, or could the brand use it for other parts of their ops too?
They used it beyond just our shipments. Once it was in place, it helped them manage broader parts of their network. The tech and the supply chain model became part of their infrastructure.
5. Execution, Results & Lessons
What was the implementation timeline like — from first call to full rollout?
We first connected around August or September. By October, we had a pilot running in one location. We didn’t put a formal timeline on the pilot — we just let both sides learn. Within 4–8 weeks, we expanded to 20+ cross-docks and took over linehaul as well. By spring, everything was fully operational.
What’s the biggest ROI? Cost savings? Speed? Something else?
All of the above — but really, the biggest ROI is enabling growth. Before, they were shipping bags of soil to casual gardeners. Now, people are buying pallets to redo entire backyards. They unlocked a new customer segment. Their margins are higher on these bulk orders, and the experience is better than anything their competitors offer.
Faster delivery = more trust = more repeat orders.
Any funny or surprising learnings?
One cross-dock received a shipment where every pallet had animal poop on it. The soil had been stored outdoors near a lot of wildlife. Needless to say, that facility refused to take any more unless the packaging changed.
But seriously — the biggest learning was adapting to different delivery environments. You need the right equipment, tires, and routing for a rural farm vs. a suburban home vs. a school.
And for brands thinking about working with WARP — when’s the right time to reach out?
When you’re scaling, launching a new product line, or your current network is breaking under complexity — that’s when it makes sense. We help teams go from patchwork logistics to a resilient, flexible network that supports growth.
And my advice: don’t overthink it. Plan well, but don’t get stuck in endless modeling. The only way to learn is to do.







