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For most mid-market distributors, NetSuite, Epicor Prophet 21, and Acumatica are the most commonly evaluated options. NetSuite fits businesses that need multi-entity financials and scalability. Prophet 21 fits distributors with high-volume counter sales and complex warehouse needs. Acumatica is a strong fit for growing businesses moving off accounting software for the first time.

TL;DR: Wholesale ERP in 2026

  • Wholesale ERP is not the same as accounting software. It manages inventory, pricing, EDI, and warehouse operations together.
  • The right system depends on your size, SKU count, EDI needs, and warehouse complexity, not just price.
  • Implementation quality matters as much as the software. A bad rollout of a good system still fails.
  • Mid-market distributors ($50M to $500M) most often find the best fit in NetSuite, Dynamics 365, or SAP Business One.
  • Go-live is not the finish line. Post-launch optimization is where most of the value is captured.
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Key takeaways

  • Distribution ERPs are not interchangeable. Choose platforms designed for multi-location inventory, EDI, and complex pricing, not generic accounting tools.
  • Implementation matters more than features. The best ERP fails without a partner who understands distribution workflows.
  • Visibility drives profitability. Real-time data across finance, warehouse, and pricing keeps your operations efficient and margins protected.

Sales reps are quoting prices from last month's spreadsheet. A big-box customer just sent over an electronic data interchange (EDI) order that your system cannot process. Nobody on your team can say, in real time, which products are actually making money.

If you have ever caught yourself wondering whether the right enterprise resource planning (ERP) system could make life easier, the answer is simple: it can. For many distribution companies, whether you call yourself a stocking distributor, a B2B wholesaler, or an inventory-heavy business, running high-volume orders, customer-specific pricing, and multi-location inventory on disconnected tools eventually starts to hurt cash flow and customer satisfaction. Generic accounting software can post invoices. It cannot keep inventory management, order processing, EDI, ecommerce, and warehouse operations working together at the pace these businesses need.

Wholesale distribution ERP software has to track inventory across locations, apply contract pricing without mistakes, accept EDI from big customers, and give the warehouse tools people will actually use. It should be cloud-based or easy to upgrade, so you are not stuck with a system that cannot grow with you.

This guide breaks down the main ERP systems that meet these standards in 2026. You will see which platforms are truly equipped for wholesale distributors, what actually matters, and how to pick based on your size, complexity, and business processes.

What is wholesale ERP? (And how is it different from accounting software?)

Wholesale ERP is a unified software platform that connects every part of a distribution business: purchasing, inventory, warehousing, order management, pricing, EDI, and financials. The key word is "connected." When a sales order is placed, the ERP updates inventory, triggers warehouse picking, checks pricing rules, and posts the financial entry, all in one system without manual handoffs between tools.

What it replaces is a familiar stack: QuickBooks or Sage 100 for accounting, spreadsheets for pricing, email for purchase orders, and a separate WMS that does not talk to anything else. That setup works until it does not. The moment you add a second warehouse, a major retail customer with EDI requirements, or enough SKUs that pricing errors become a weekly problem, the disconnected stack starts costing real money.

The core difference from general accounting software is real-time inventory visibility, native or integrated EDI, multi-location warehouse tools, and customer-specific pricing that applies automatically. QuickBooks can tell you what you invoiced. A wholesale distribution ERP tells you what you have, where it is, what it costs to land, and whether you are making money on each customer.

Most distributors reach the inflection point somewhere between $5M and $20M in revenue, when SKU counts grow past a few hundred, when a major retail partner demands EDI compliance, or when the finance team cannot close the month without heroic effort.

Why distributors need specialized ERP

Wholesale distribution looks simple from the outside: buy, store, and ship. But behind every shipment is a maze of moving parts, thousands of SKUs, complex pricing rules, and customers who expect real-time updates on every order. Generic business software cannot handle this level of complexity without breaking workflows or hurting profit margins.

wholesale erp solutions inventory and order experts

High SKU count management

Most distributors manage a large number of products from dozens of suppliers. When inventory data is not updated in real time, those numbers drift fast. Sales reps might promise 500 units that do not actually exist because their screen shows yesterday's count. Warehouse teams might receive the wrong item because duplicate or outdated SKUs cause confusion during receiving. A what is ERP platform centralizes inventory across sites. One truth. One count. Faster reorders.

Customer-specific pricing

Wholesale customers expect special terms: contract pricing, volume discounts, and rebate programs. In generic systems, these rules live in spreadsheets or someone's head, leading to errors that eat into margins. Distribution-focused ERPs automate pricing by customer, product, and quantity, protecting profitability without manual checks. For a deeper look at how this works in practice, see the guide to customer-specific pricing for wholesale distributors.

EDI requirements

Major retail partners like Walmart and Home Depot require clean electronic order and invoice exchange. If you are doing manual uploads or relying on clunky connectors, fulfillment slows and chargebacks pile up. Distribution ERP software handles EDI integration for NetSuite with embedded or partner tools, automating the flow from purchase order to payment so data moves without babysitting.

Warehouse operations

Pick-pack-ship efficiency determines whether you get your orders out on time. When teams rely on paper pick lists or outdated scanners, mistakes multiply. What you want is to connect barcode scanning, bin management, and warehouse management systems (WMS) so the floor and the system stay in sync.

Vendor management and margin visibility

Drop shipments and freight expenses often blur the real cost of each order. A good ERP calculates landed costs automatically, factoring in freight, duty, and handling so you can see true margins by product and customer. With this clarity, you can make smarter pricing and purchasing decisions without guessing at your overall profitability.

Signs your distribution business has outgrown its current system

Most distributors do not wake up one day and decide to replace their software. The decision builds slowly, one workaround at a time. Here are the signs that usually show up before the pain becomes impossible to ignore:

  • Pricing errors are a regular occurrence. Sales reps are quoting from spreadsheets that do not match what accounting has on file, and billing disputes are becoming routine.
  • EDI chargebacks are climbing. A major retail customer is fining you for late or malformed orders because your system cannot handle their transaction requirements cleanly.
  • Inventory counts are unreliable. Your team cannot confirm what is actually on the shelf without walking the warehouse, and stockouts are happening on items that show as available in the system.
  • Warehouse teams are still using paper. Pick lists are printed, handed out, and reconciled manually, which means errors and delays are built into every shift.
  • Finance cannot close the month on time. The accounting team is manually reconciling data from multiple systems, and month-end close takes two weeks instead of two days.
  • You cannot see true margins by customer. You know your top-line revenue, but you cannot easily tell which customers or product lines are actually profitable after freight and handling.

If more than two of these sound familiar, the cost of staying on your current system is probably higher than the cost of changing it.

Core ERP features every distributor needs

A strong distribution ERP should do a few things really well:

  • Keep inventory levels accurate. See what is in stock, where it is stored, and what is about to run out. No spreadsheets, no guesswork. See how advanced inventory management works in practice.
  • Handle pricing automatically. Contract terms, discounts, and rebates should apply on their own so you do not lose margin to manual errors.
  • Move orders fast. Barcode scanning, bin tracking, and mobile tools help warehouse teams pick and ship without confusion.
  • Automate what slows you down. Reorders, drop shipments, and supplier updates should happen with minimal clicks. Demand planning and replenishment tools handle this at scale.
  • Show you the truth. Real-time reports should tell you what is selling, where you are making money, and where you are not.

That is it. A good ERP cuts busywork and helps your team make faster, smarter decisions.

The top 10 distribution ERP systems

There are dozens of ERP systems out there, all claiming to handle distribution better than the rest. To make this manageable, we picked ten and filled the list with the systems distribution businesses should actually know about. This overview should help you narrow the field to the two or three worth a closer look.

Quick comparison: Top wholesale ERP systems for 2026

ERP system Best for Revenue range Deployment EDI native WMS native
Acumatica Growing distributors $5M to $40M Cloud Via partner Basic
Epicor Prophet 21 Counter sales, high-volume $10M to $150M Cloud/hosted Yes Strong
SYSPRO Inventory-heavy mid-market $10M to $100M Cloud/on-prem Via partner Strong
NetSuite ERP Multi-entity, scalable $20M to $500M Cloud Via partner Strong
SAP Business One Complex financials, mid-market $20M to $200M Cloud/on-prem Via add-on Moderate
Dynamics 365 BC Microsoft shops $10M to $150M Cloud Via add-on Basic
Sage X3 Global, multi-entity $50M to $500M Cloud/on-prem Via partner Strong
Oracle Fusion Cloud Global enterprise $500M+ Cloud Yes Strong
SAP S/4HANA Cloud Large complex operations $500M+ Cloud Yes Strong
Infor CloudSuite Industrial distribution $100M+ Cloud Yes Strong

Small to mid-market distributors ($5M to $100M ARR)

Distributors in this range are moving past spreadsheets but are not ready for an enterprise overhaul. Accuracy and speed matter most: reliable inventory, controlled pricing, and faster EDI without manual uploads.

Systems built for this stage focus on simplicity and automation. They connect order management, purchasing, inventory, and accounting in one place so teams can work from real-time data instead of static reports.

1. Acumatica Distribution Edition

Best for: Growing distributors moving off accounting software and needing real-time inventory across locations.

Key strengths:

  • Cloud-based with resource-based pricing, so you are not rationing user licenses.
  • Solid inventory management with lot/serial tracking and automated replenishment.
  • Native order management that supports backorders and drop ship.
  • Good ecommerce and EDI connectors via partners like SPS Commerce or TrueCommerce.

Limitations:

  • Very high order volumes or global entities will stretch it.
  • Some integrations still rely on third parties.

Bottom line: A practical, cloud ERP for distributors in the $5M to $40M range who want modern tools without enterprise complexity. Not the right fit for businesses managing multiple subsidiaries or needing deep manufacturing integration.

2. Epicor Prophet 21

Best for: Distributors that live in counter sales, will call, rush orders, or building materials.

Key strengths:

  • Purpose-built for wholesale distribution workflows.
  • Strong warehouse management with RF, bin, and cycle counting.
  • Flexible pricing engine for contract, volume, and promo pricing.
  • Mature EDI options for big box and industrial buyers.

Limitations:

  • UI can feel dated compared to newer cloud ERPs.
  • On-prem or hosted setups can require more IT care.

Bottom line: If your daily work is messy, urgent, and high-volume, Prophet 21 matches how real distribution teams work. Not ideal for businesses that need modern cloud-native architecture or plan to add ecommerce at scale.

3. SYSPRO

Best for: Distributors that need deep inventory and WMS but want to stay in a mid-market budget.

Key strengths:

  • Strong inventory management with lot and traceability features.
  • Supports mixed distribution/manufacturing businesses.
  • Cloud or on-premise, so IT can pick the model.
  • Good reporting for margin, stock turns, and supplier performance.

Limitations:

  • UI and extensibility are improving, but still behind the newest cloud ERPs.
  • Some vertical features require configuration effort.

Bottom line: A strong alternative for distributors seeking deeper inventory and warehouse management without the complexity of full-enterprise systems. Less suited for businesses that need a polished user experience or heavy ecommerce integration.

Mid-market to enterprise distributors ($50M to $500M ARR)

As distributors grow, the gaps between departments start to show. Finance teams need consolidated reporting. Operations teams need accurate landed costs. IT teams need systems that connect cleanly with ecommerce, EDI, and multiple warehouses.

Software in this category is designed for scale. It balances control and flexibility, supports high transaction volumes, and gives leaders a single view of performance across entities.

4. NetSuite ERP

Best for: Growing distributors that need a unified, cloud-based platform to manage operations across multiple entities.

Key strengths:

  • Scales easily across subsidiaries and locations with centralized financials.
  • Strong native inventory, order, and warehouse management functionality.
  • Built-in ecommerce and partner-delivered EDI (like SPS Commerce) reduce the need for custom integrations.
  • Real-time analytics provide clear visibility into margins and performance.

Limitations:

Bottom line: NetSuite for wholesale distribution delivers the scalability and automation mid-market distributors need, but success depends on an implementation team that understands distribution operations. Not the right fit for distributors under $5M or those who need a fast, low-touch deployment.

5. SAP Business One

Best for: Distributors that need enterprise-level financial control in a system sized for mid-market operations.

Key strengths:

  • Strong financial management with multi-currency and compliance support.
  • Handles complex pricing, landed costs, and multi-warehouse inventory.
  • Reliable reporting tools give finance teams visibility into performance.
  • Flexible deployment options for cloud or on-premise environments.
  • EDI typically relies on certified add-ons such as TrueCommerce or Vantree.

Limitations:

  • Implementation is resource-intensive and requires specialized expertise.
  • Interface and usability lag behind newer cloud-native systems.

Bottom line: SAP Business One offers deep functionality for distributors with complex accounting and global operations, though it requires significant IT support to maintain. Not ideal for teams that want a fast implementation or a modern user experience.

6. Dynamics 365 Business Central

Best for: Distributors using Microsoft infrastructure that want a system aligned with familiar tools like Office 365 and Power BI.

Key strengths:

  • Seamless integration with Microsoft products reduces user training.
  • Real-time financials, CRM, and inventory in a single environment.
  • Configurable workflows for quotes, orders, and invoicing.
  • Quick to implement compared to other enterprise-level ERPs.

Limitations:

  • EDI and advanced warehouse features often require third-party add-ons via AppSource partners such as TrueCommerce or Vantree.
  • Limited depth for highly complex distribution scenarios.

Bottom line: Business Central fits distributors seeking simplicity, Microsoft compatibility, and faster deployment rather than heavy customization. Not the best choice for businesses with complex multi-entity structures or deep warehouse management needs.

7. Sage X3

Best for: Global distributors that need strong financials, inventory control, and flexible warehouse management across multiple entities.

Key strengths:

  • Multi-company, multi-currency, and multi-language support.
  • Advanced inventory tracking with lot, serial, and expiration management.
  • Quality control and warehouse optimization features support large operations.
  • Customizable reporting for profit and performance by region or product.

Limitations:

  • Complex configuration requires experienced consultants.
  • User interface and navigation feel dated compared to newer systems.

Bottom line: Sage X3 is ideal for distributors managing international operations or advanced warehouse networks that need strong financial visibility across entities. Less suited for businesses that want a modern UI or a straightforward implementation.

Large enterprise distributors ($500M+ ARR)

Enterprise distributors run complex networks of suppliers, warehouses, and customers. They manage thousands of SKUs, global compliance requirements, and constant demand for real-time data. Efficiency depends on systems that can perform at scale.

Enterprise ERP platforms offer advanced forecasting, AI-driven analytics, and centralized financial control. They support multi-country operations and integrate every layer of distribution, from procurement to delivery. These systems are best suited for organizations with mature IT teams and established processes.

8. Oracle Fusion Cloud ERP

Best for: Global distributors that need a high-performance cloud ERP to manage complex supply chains and financial operations.

Key strengths:

  • Handles large transaction volumes across multiple business units.
  • Built-in AI and analytics streamline forecasting and financial planning.
  • Comprehensive procurement, supply chain, and inventory capabilities.
  • Strong compliance and audit controls for public or multinational companies.

Limitations:

  • Long implementation timelines for full deployments.
  • High total cost of ownership compared to mid-market systems.

Bottom line: Oracle Fusion Cloud ERP is suited for distributors operating at a global scale that need enterprise-grade performance and end-to-end control. Not the right fit for mid-market businesses that need a faster or lower-cost path to go-live.

9. SAP S/4HANA Cloud (Public or Private Edition)

Best for: Large, complex distributors requiring deep integration across logistics, finance, and manufacturing.

Key strengths:

  • In-memory architecture delivers real-time insights and fast reporting.
  • Advanced supply chain and inventory optimization capabilities.
  • Strong compliance tools for regulated and multi-country operations.
  • Scalable design supports thousands of users and high-volume data processing.

Limitations:

  • Implementation complexity and long deployment cycles.
  • Requires significant internal expertise or partner support.

Bottom line: SAP S/4HANA Cloud combines the depth and reliability of SAP's enterprise tools in a unified cloud platform. It fits distributors that need full visibility, control, and performance at a global scale. Not suited for organizations without a dedicated IT team or a multi-year implementation budget.

10. Infor CloudSuite Distribution

Best for: Established distributors that want an industry-specific ERP built around wholesale workflows.

Key strengths:

  • Designed for distribution with preconfigured workflows and KPIs.
  • Advanced warehouse management with task optimization and labor tracking.
  • AI-driven demand forecasting and pricing analytics.
  • Seamless integration across sales, inventory, and procurement.

Limitations:

  • Limited flexibility for highly customized processes.
  • May be overpowered for smaller distribution networks.

Bottom line: Infor CloudSuite Distribution is purpose-built for wholesale and industrial distributors that need a modern, cloud-native ERP aligned with real-world distribution workflows. Not the right fit for businesses under $100M that do not need enterprise-grade complexity.

What does wholesale ERP cost?

Pricing is the question everyone has and the one most ERP vendors are slow to answer directly. Here is an honest breakdown of what goes into the total cost.

Software licensing varies by model. Cloud-based ERPs like NetSuite and Acumatica charge annual subscription fees based on users, modules, and transaction volume. On-premise systems like SYSPRO or SAP Business One may involve a larger upfront license fee plus annual maintenance. Expect mid-market cloud ERP subscriptions to range from roughly $30,000 to $150,000 per year depending on scale and modules.

Implementation cost is where most budgets get surprised. For mid-market distributors, implementation typically runs one to three times the annual software cost. A $60,000/year platform might require $60,000 to $180,000 in implementation services. Complexity, data migration, and customization all push that number higher.

EDI setup and ongoing fees add another layer. EDI transaction fees from providers like SPS Commerce or TrueCommerce are typically charged per transaction or per trading partner, and they add up quickly for high-volume distributors.

Warehouse hardware includes barcode scanners, label printers, and mobile devices for the floor. Budget $500 to $2,000 per device depending on ruggedness and capability.

Training and change management are often underbudgeted. Hands-on training for warehouse staff, finance teams, and operations managers is not optional. Teams that skip structured training take longer to adopt the system and make more costly mistakes in the first six months.

Post-go-live optimization is where a lot of the real value gets captured. Most distributors find that the first 90 days after go-live surface configuration gaps, reporting needs, and workflow adjustments that were not visible during implementation. Budget for ongoing support, not just the launch.

The real cost of a bad implementation is higher than the cost of a good one. For a detailed look at what to expect, see the NetSuite implementation guide for wholesalers.

How to choose the right distribution ERP

There is no universal best ERP, only the one that fits your distribution model, transaction volume, and growth plans. Use this framework to narrow the field.

wholesale erp solutions inventory and order experts

Step 1: Assess your distribution model

Start by defining how your business moves products. Are you B2B only or selling through both B2B and B2C channels? Do you ship from a single warehouse or manage multiple locations? Are most orders stocked, drop shipped, or a mix? Understanding your structure will narrow the field before you ever look at demos. Note basic metrics like SKU count, order volume, and customer base. These shape how demanding your ERP needs to be.

Step 2: Evaluate EDI requirements

If you sell to large retailers, confirm which EDI transaction sets you will need (850, 810, 856, 997, etc.). Systems that handle EDI natively simplify setup and cut ongoing costs. Third-party connectors can work, but add maintenance. Plan for the total cost of ownership, not just the initial install.

Step 3: Calculate SKU and transaction volume

System performance varies by data size. With fewer than 1,000 SKUs, nearly any ERP can manage your workload. Between 1,000 and 10,000 SKUs, you will need stronger search and filtering. Over 10,000 requires specialized database performance and optimized indexing. A clear understanding of your volume helps you choose software that will not slow down under growth.

Step 4: Assess warehouse complexity

Warehouses differ in how much structure they need. A simple pick-and-pack operation can run well on basic functionality, while multi-location networks with bin management, barcode scanning, and mobile workflows demand more sophisticated tools. See the warehouse management system (WMS) complete guide for a deeper breakdown of what to look for. Map out how inventory moves through each facility before evaluating features.

Step 5: Calculate true total cost

Look beyond license fees. Implementation usually costs one to three times the annual software price. Add EDI setup, warehouse hardware, and any additional modules for analytics or CRM, plus hidden expenses like data migration, training, and productivity loss during rollout.

Step 6: Vet implementation partners

The best software can fail under the wrong partner. Red flags include limited distribution experience or vague timelines. Look for consultants who know warehouse processes, vendor management, and EDI workflows. Anchor Group stands apart by combining NetSuite expertise with deep distribution knowledge, so the system reflects how your business actually runs.

Common implementation pitfalls

Even the best ERP can fail if implementation skips the basics. Most distribution projects run into the same traps. Knowing them early helps you avoid costly delays and frustration later. For a full breakdown, see the guide to common NetSuite implementation problems.

Underestimating SKU data cleanup

Product data is almost always messier than expected. Duplicate SKUs, missing units of measure, and inconsistent naming slow implementation and create reporting errors. Clean data before migration, not after go-live.

Ignoring warehouse layout

Software cannot fix a disorganized warehouse. If bins, labels, and picking paths do not make sense, even the most advanced WMS will underperform. A clear layout keeps digital processes aligned with physical ones.

Skipping warehouse staff input

The people on the floor know which workflows actually work. Excluding them from testing or setup leads to processes that look good on paper but fail in practice. Include warehouse staff in configuration and testing phases.

Treating EDI as an afterthought

Retailers and suppliers expect error-free EDI transactions from day one. Waiting to configure or test EDI until the end of implementation risks delays and chargebacks. Plan early and validate every transaction type before launch.

Poor customer pricing migration

Customer-specific pricing is rarely simple. Missing contracts or misaligned discounts can cause billing disputes. Map and test pricing data carefully before switching systems.

Inadequate training

Manuals are not enough. Hands-on training builds confidence and ensures users understand why processes changed. Teams that train well adopt faster and make fewer costly mistakes.

Where the right system meets the right partner

Selecting an ERP is more than a software decision. It is a commitment to running your wholesale distribution business with greater accuracy, automation, and on-time performance across every operation.

Anchor Group specializes in aligning ERP systems with real-world distribution processes. Our U.S.-based consultants have completed more than 270,000 hours of NetSuite work, helping distributors integrate EDI, warehouse systems, and ecommerce platforms that reduce manual effort and improve operational control. We do not push software on you. We help you make it work for your business.

Pick a platform that fits. Then pick a partner who knows distribution and will not sugarcoat the trade-offs.

Evaluating ERP options? Schedule a consultation for clear, practical guidance.

Already running NetSuite or another platform? Request an audit to identify where performance or process gaps are slowing you down.

Frequently asked questions

What is the best ERP for wholesale distribution?

There is no single best ERP for every distributor. NetSuite is the most common choice for mid-market distributors that need multi-entity financials and scalability. Epicor Prophet 21 is a strong fit for high-volume counter sales and complex warehouse operations. Acumatica works well for growing businesses moving off accounting software. The right system depends on your revenue, SKU count, EDI needs, and warehouse complexity.

How is wholesale ERP different from accounting software?

Accounting software like QuickBooks tracks invoices and payments. Wholesale ERP connects inventory, order management, pricing, EDI, and warehouse operations in one system. When a sales order is placed, the ERP updates inventory, triggers warehouse picking, applies pricing rules, and posts the financial entry automatically. Accounting software cannot do this without manual work across multiple disconnected tools.

What does a wholesale ERP implementation cost?

For mid-market distributors, software licensing typically runs $30,000 to $150,000 per year depending on the platform and modules. Implementation services usually cost one to three times the annual software fee. Additional costs include EDI setup, warehouse hardware, training, and post-go-live support. The total investment for a mid-market implementation often falls between $100,000 and $400,000 all in.

Do I need EDI built into my ERP?

If you sell to large retailers or industrial buyers, yes. Most major retail partners require EDI compliance for purchase orders, advance ship notices, and invoices. ERPs that handle EDI natively or through a tight partner integration (like SPS Commerce or TrueCommerce) are significantly easier to manage than systems that rely on manual uploads or fragile custom connectors.

How long does a wholesale ERP implementation take?

Most mid-market implementations run four to nine months from kickoff to go-live. Simpler deployments with clean data and limited customization can move faster. Complex projects with multiple warehouses, EDI requirements, and heavy data migration take longer. For a detailed breakdown, see the guide on how long implementation takes.

What is the difference between WMS and ERP for distributors?

A warehouse management system (WMS) manages the physical movement of inventory inside a warehouse: picking, packing, bin locations, and barcode scanning. An ERP manages the broader business: financials, purchasing, customer orders, and reporting. Some ERPs include a native WMS module. Others integrate with a standalone WMS. For most mid-market distributors, an ERP with a strong native WMS is simpler to manage than two separate systems.

Can a small wholesale distributor afford ERP software?

Yes, though the right platform depends on size. Distributors under $5M in revenue often find that a mid-range accounting platform with inventory add-ons is sufficient. Between $5M and $20M, cloud ERPs like Acumatica or a lighter NetSuite configuration become cost-effective as order volume and complexity grow. The real question is not whether you can afford ERP. It is whether you can afford to keep running without it. See the wholesale distribution ERP statistics for data on what the gap costs.

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