Best AI Inventory Management Software 2025 for eCommerce

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Inventory management used to be a simple, yet chaotic, numbers game: stock enough of your top-sellers, avoid warehouse overflow, and hope forecasting spreadsheets weren’t lying. That was then; now we’re in 2025, and the stakes are higher than ever with AI pushing the boundaries of what’s possible.

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For modern eCommerce brands, inventory isn’t just a backend operation. It’s a key driver of profit. Stockouts kill sales velocity. Overstock eats cash. And poor forecasting? That’s how ambitious brands end up in liquidation sales…yikes!

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Enter AI inventory management: software tools that use machine learning and automation to make inventory decisions smarter, faster, and more profitable. Think: predictive alerts, automated replenishment, anomaly detection, and deep demand forecasting, all powered by your historical data, customer behaviour, and even your ad spend.

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In this guide, we’ll cover:

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• What AI inventory management actually means
  
  
• A curated list of the best tools in 2025
  
  
• How to choose the right one
  
  
• And how to layer in AI inventory forecasting (including a new AI Agent called Owly AI 👀)
  
  

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What is AI Inventory Management?

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I’d be lying if I didn’t admit I’m a little bit exhausted with the constant mentioning of AI (and yep, I know I’m contributing by writing this article, ironic, ey!) So before we dive into tools, here’s what it should mean in the context of inventory.

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AI inventory management refers to software systems that use machine learning and predictive algorithms to automate and optimize stock levels. These tools go far beyond reorder thresholds and batch tracking. They learn from patterns over time and help you:

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• Predict future demand based on seasonality, ad campaigns, and sales velocity
  
  
• Automatically set replenishment points based on real data (not guesswork)
  
  
• Reduce dead stock and stockouts
  
  
• Flag anomalies like fraud or shrinkage
  
  
• Connect inventory decisions with marketing and product performance
  
  

It’s not just about tracking what's on the shelf; it's about knowing what needs to be there next week, next month, and next quarter.

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Best AI Inventory Management Software Tools for 2025

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We evaluated dozens of platforms, but only included those that offer real AI-powered capabilities, not just dashboards with automation.

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Here are the top players worth considering:

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1. Cin7 (with ForesightAI)

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Best for: Fast-scaling eComm with multi-channel, multi-location ops

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Cin7 has evolved from a flexible ERP/WMS into an AI-powered orchestration hub, and the addition of ForesightAI takes that to the next level.

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AI Features:

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• ForesightAI delivers automated demand prediction, smart stock allocation, and channel-aware replenishment plans.
  
  
• Intelligent Document Recognition (IDR) extracts, classifies, and processes supplier data and invoices to speed up procurement cycles.
  
  
• Built-in workflow automation lets you trigger actions (e.g., reorder, notify supplier) based on AI-driven thresholds.
  
  

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Why we like it:

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Cin7’s strength is its versatility, it works well for brands with Shopify, Amazon, marketplaces, and B2B operations. With ForesightAI, it brings clarity to chaotic inventory setups without requiring a major process overhaul.

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It’s plug-and-play AI for operators who want smarter systems without becoming system integrators.

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2. Netstock

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Best for: Mid-market eCommerce brands that want smart forecasting without enterprise pricing

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Netstock has carved out a niche as a highly effective, lightweight AI inventory tool for businesses that are growing fast but don’t need (or want) a full-blown enterprise platform. It’s especially powerful for brands transitioning out of spreadsheets and into smarter, predictive decision-making.

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AI Features:

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• The optional “AI Pack” brings in true machine learning functionality, including demand sensing and predictive analytics that adapt as your business grows.
  
  
• Automated replenishment based on dynamic forecasts saves planners hours of manual work while reducing stockouts and overstock.
  
  
• The Opportunity Engine flags products that are selling faster (or slower) than expected, helping you respond to changes in demand without scrambling.
  
  

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Why we like it:

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Netstock is ideal for operators who want tactical control without a massive learning curve. It plugs into ERPs like Cin7, QuickBooks, and Acumatica, and quickly surfaces the most important decisions you need to make. It's AI with guardrails — powerful, but focused on usability.

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For brands with 500–5,000 SKUs, Netstock brings visibility and intelligence without bloated features.

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3. Logility

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Best for: Large, complex supply chains (omnichannel retailers, global brands)

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Logility is one of the most sophisticated AI supply chain platforms on the market, built for businesses managing multiple warehouses, channels, and supplier relationships. It’s not just for inventory, it’s for full supply chain transformation.

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AI Features:

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• ML-driven demand forecasting, replenishment, and capacity planning that self-corrects and improves over time.
  
  
• The GenAI Expert Advisor allows users to interact with supply chain data through natural language queries, scenario planning, and “what-if” simulations.
  
  
• Optimizes across multi-echelon inventory tiers — balancing stock at every stage from manufacturer to distribution center to store shelf.
  
  

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Why we like it:

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Logility is a great choice if you need serious scalability and precision. Think predictive purchase orders, AI-guided S&OP (Sales & Operations Planning), and strategic inventory positioning.

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You’re not just reacting faster, you’re designing your inventory ecosystem for the future.

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4. RELEX Solutions

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Best for: Grocery, FMCG, and large-scale retail with frequent replenishment cycles

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RELEX is built for inventory environments that move fast, whether it’s perishables, flash sales, or high-SKU retail chains. It combines scale with speed, delivering near-instant responses to inventory changes through its AI engine.

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AI Features:

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• Demand forecasting that adjusts dynamically based on promotions, weather, local events, and seasonality.
  
  
• AI-based pricing and markdown optimization that maximizes sell-through without margin erosion.
  
  
• Store-level and DC planning that aligns replenishment across all nodes in the supply chain.
  
  

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Why we like it:

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RELEX’s strength is in speed-to-insight and its ability to run millions of simulations per day. This lets retail operators avoid being caught off guard by external events or fast-changing consumer behaviour.

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It’s like having a forecasting war room, but automated, 24/7, and always learning.

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What Is AI Inventory Forecasting?

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AI inventory forecasting uses machine learning models to analyse historical data, like sales trends, marketing performance, channel performance and seasonality to predict future demand.

The key benefits:

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• More accurate purchase planning: Buy what you need, not what your gut says.
  
  
• Higher sell-through rates: Better alignment between stock and shopper behaviour.
  
  
• Better cash flow: Reduce cash tied up in unsold inventory.
  
  
• Marketing alignment: Plan promotions around inventory availability, not guesswork.
  
  

Most legacy forecasting tools rely on rigid rules (e.g., “look at last year’s numbers and add 10%”). AI goes further by learning patterns over time and adapting to new conditions dynamically.

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Enter Conjura: AI Forecasting with Owly AI

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Unlike traditional inventory tools that focus on what’s sitting in your warehouse, Conjura AI Forecasting and Owly AI gives you predictive clarity on future demand and revenue, all the way down to SKU and sales channel level.

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Forecasts that go beyond historical averages

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Conjura’s AI models analyse:

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• Real-time trends
  
  
• Historical sales performance
  
  
• Marketing signals (like CAC, ad spend per SKU)
  
  
• Channel and product performance
  
  

You get AI-powered forecasts for the next 30, 60, and 90 days, helping you plan smarter for promotions, restocks, and cash flow.

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Unlock missed revenue opportunities

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AI-powered forecasting lets you:

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• Anticipate demand surges across SKUs and channels
  
  
• Plan promotions with confidence
  
  
• Avoid tying up capital in slow-moving products
  
  
• Spot revenue gaps before they happen
  
  

With up to 90% accuracy over 30 days, Conjura gives your team the foresight they need to make stock decisions that protect profit.

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🦉 Owly AI: Your Forecasting Copilot

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At the heart of Conjura is Owly AI, a built-in AI agent that acts like ChatGPT for your eCommerce data. It lets you:

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• Ask plain-language questions
  
  
• Instantly generate insights and reports
  
  
• Surface product-level opportunities and risks
  
  
• Collaborate across marketing, ops, and finance
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“It’s very powerful! We've been looking for a tool like this for a while, it’s going to transform our business.”
Helena Dingley, Senior eCommerce Director @ Ella & Jo

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Works alongside your existing stack

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Whether you’re using Cin7, spreadsheets, or a mix of tools, Conjura’s AI Forecasting is a complementary intelligence layer, not a replacement. It plugs into your current data sources and gives your team the forecasting precision they’ve been missing.

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Smarter Inventory, Bigger Margins

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Inventory is no longer just about logistics, it’s a profit lever. And in 2025, the smartest brands aren’t just tracking stock. They’re predicting it, optimizing it, and aligning it with marketing in real time.

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Whether you need a full-blown AI inventory management system or just a smarter way to forecast demand, the tools above represent the new standard in eCommerce ops.

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And if you're serious about putting AI to work for your buying and merchandising strategy, especially if you’re running paid media or have hundreds of SKUs, it might be time to let Owly AI crunch the numbers for you.

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Book your demo of Conjura AI Forecasting

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