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Distribution Network Optimization Software

Your Distribution Network Wasn’t Built for Where Your Customers Are Now

Order volumes shift, delivery windows tighten, and new regions open up, but most distribution networks still run on the hub-and-DC map drawn years ago. Sophus keeps hub placement, DC allocation, and last-mile routing tuned to where demand actually is. Call it distribution network optimization, minus the multi-year lag.

Trusted by Growing Companies at Every Stage of Network Design Maturity

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Distribution Network Design

Single Hub, Multiple Hubs, or Hybrid? The Model You Pick Decides the Rest

Distribution network optimization starts with one structural choice: how many hubs and DCs you run, and where. Most companies make that call once and never revisit it.

Single-DC/Hub Model

One facility, one map, minimal overhead.

Best for

Simple, low-SKU networks with a concentrated customer base.

Real Risk

One DC/hub means it will be exposed to tariffs, labor market change and other risks easily and it is the worst in terms of customer service

Multi-Hub / Regional Model

Coverage split by geography, redundancy built in.

Best for

Networks spanning multiple regions or countries with different regional service levels and regulatory requirements.

Real Risk

Cost is not optimal, DCs get under utilized

Hybrid DC Model

A blend of central and regional facilities, tuned by product or channel.

Best for

Networks balancing cost efficiency with lead time commitments across channels.

Real Risk

The most complex model to run by hand. This is exactly where a spreadsheet stops being enough.

Who Benefits From Sophus

See Exactly Where Sophus Helps You

If any of this sounds familiar, this is exactly where Sophus makes the difference.

DC/Hub-to-region assignments nobody’s revisited since they were first drawn

Delivery windows missed inconsistently, region by region

Running a multi-region or omni-channel distribution footprint

Last-mile costs creeping up in specific regions, not everywhere

Some DCs running over capacity while others sit underutilized

Considering a new hub, DC consolidation, or expansion into a new region

How Sophus Works

From Static Plan to Continuously Tuned Network

Four things happen differently once Sophus is running your distribution network.

Assigns Coverage as Demand Shifts

Continuously reevaluates which hub or DC should serve which region as order volumes and channels change, instead of running on an assignment drawn once.

Balances Cost, Speed, and Inventory Together

Transportation cost, lead time, and inventory positioning get optimized in one model, instead of three teams solving their own piece and fighting over the tradeoffs.

Tests the Hard Call Before You Commit

The Council of AI Agents runs scenarios, a new hub, a rerouted lane, a consolidated footprint, directly against your network model before anything gets committed to.

Shows Its Reasoning

Every recommendation traces back to the inputs and rules that produced it, so a dual-hub or consolidation call can be defended in a meeting, not just repeated.

One manufacturer had to make exactly this call under real pressure.
Here’s what happened →

What Happens When You Actually Model the Hard Call

Not every distribution question has a clean answer. Here’s what happened when two real manufacturers asked Sophus to model theirs.

96%

Orders within target lead-time

90%

Customers with one-day delivery

20%

Excess facilities identified

$20M

Annual savings

5-6%

Lower logistics costs

Model Used: Hybrid DC/Hub network

90%

Orders can be delivered within target lead-time

High-tech Manufacturer

A single central DC/hub left the company exposed to tariffs, geopolitical risk, and customs clearance delays on every order.

Sophus built a digital twin and redesigned the footprint: apart from its central DC/hub, regional DCs are set up across key regions so that 90% of customers can enjoy the next day service while cutting logistics costs by 5–6%.

Model Used: Consolidated Multi-DC/Hub

Post-Acquisition Network Consolidation

Two overlapping national distribution networks after a merger created redundancy, duplicate DC footprint, and unbalanced coverage.

Sophus integrated logistics data, ran hundreds of scenarios, and identified 20% excess facilities, consolidating DC/hubs and rerouting shipments while holding service steady.

$20M

in annual savings

Why Sophus

Six Reasons Buyers Choose Sophus

The short version. Full detail lives on our network optimization page if you want to go deeper.

Built For

The Roles and Industries That Feel This Most

Same problem, different seat.

By role

VP of Distribution & Logistics

Let Sophus decide which DC serves which order, instead of doing it by hand every time demand shifts.

Director of Transportation

Stop paying for the wrong hub serving the wrong region.

Director of E-Commerce Fulfillment

Keep delivery promises even as order volume and channel mix keep shifting.

By industry

Retail

Decide which DC ships which order in real time, store by store.

Consumer Packaged Goods

Keep DC assignments in step with promotions and channel shifts.

Third-Party Logistics

Reassign coverage per client contract, not one fixed map.

Manufacturing (Discrete & Process)

Get finished goods from plant to DC to customer without handoff points fighting each other.

Oil & Gas / Aerospace & Defense

Plan long-cycle, compliance-heavy distribution decisions that compound for years, not quarters.

Verified By Gartner Peer Insights

What Verified Users Say on Gartner

4.8 ratings on Gartner Peer Insight

The Full Picture

What Else Feeds Into a Distribution Network

These usually need to work alongside it.

Supply Chain Network Optimization

Distribution is the downstream half. See how sourcing, inventory, and transportation get optimized end to end.

Supply Chain Network Design

When the hub footprint itself needs to change, not just the flow through it.

Transportation & Last Mile Optimization

Go deeper on the lanes and routing decisions connecting hubs to the customer’s door.

Greenfield and Brownfield Analysis

For when the answer is a new facility, instead of a new assignment.

Multi - Echelon Inventory Optimization

Safety stock and replenishment policy across every DC tier.

Tariff Impact Planning

Model the exact kind of shift that forced the dual-hub call above.

Common Questions

Distribution Network Optimization FAQs

What is distribution network optimization?

Distribution network optimization is the ongoing process of tuning hub placement, DC allocation, and last-mile routing so products move from source to storefront at the lowest cost and fastest speed, as demand and constraints change.

What is distribution network optimization software?

Distribution network optimization software is a platform that models a distribution network (hubs, DCs, and delivery lanes) and recommends how coverage and routing should change as conditions shift. Sophus is built to make that process continuous rather than a one-time project.

How is distribution network design different from distribution network optimization?

Distribution network design decides how many hubs and DCs you need and where they should sit, and it happens periodically. Distribution network optimization decides how orders, inventory, and routing should run within that footprint, and it happens continuously.

What distribution network optimization techniques does Sophus use?

Sophus combines quantum-inspired solvers, continuous re-optimization, and AI-driven scenario generation to test hub placement, DC allocation, and routing tradeoffs, instead of relying on a single static optimization run.

How does Sophus compare to other distribution network planning tools?

Most distribution network planning tools model a single point in time and need a dedicated modeling team to rebuild each scenario. Sophus’s Council of AI Agents automates data prep and model building, so the network stays current continuously instead of on a fixed cycle.

Does Sophus handle transportation optimization alongside distribution network design?

Yes. Sophus optimizes hub and DC placement together with the transportation lanes and last-mile routing that connect them, since a distribution decision made without the transportation cost behind it usually isn’t the right one.

Is distribution network optimization the same as supply chain network optimization?

They’re related but distinct. Supply chain network optimization covers the full network, sourcing through delivery. Distribution network optimization focuses specifically on the downstream side: moving product from regional hubs and DCs to the end customer.

Your Delivery Footprint Won’t Stay Still Either.y

Stop Treating Your Distribution Network Like a Finished Project

Book a demo and see how Sophus keeps hub placement, DC allocation, and last-mile routing tuned long after the initial design is done.