Replenishment by invent.ai
Optimize replenishment to cut excess stock, prevent lost sales and improve efficiency across every location.

10-30%
reduction in inventory

2-10%
reduction in lost inventory

15-30%
less stranded inventory

25-35%
reduction of waste
An advanced replenishment solution goes beyond simply reacting to inventory needs to reduce lead time in buying decisions and accommodate future demand. Traditional replenishment models struggle to balance demand fluctuations, store-level variations and supply chain constraints, but now, invent.ai’s AI-powered replenishment solution is here to give you superpowers. To ensure products remain available without overstocking, replenishment decisions must be predictive, dynamic and aligned with real-time demand.
Our AI-driven Replenishment ensures optimal stock levels across retail locations by leveraging real-time sales data, automated replenishment runs and intelligent forecasting. By dynamically adjusting reordering based on demand patterns, seasonality and capacity constraints, the system minimizes stockouts, avoids excess inventory and improves overall efficiency.
By ensuring the right inventory is replenished at the right time, retailers can reduce missed sales opportunities, enhance customer satisfaction and lower carrying costs. With dynamic, data-driven replenishment strategies, businesses achieve higher sell-through, optimized inventory turnover and improved revenue.
AI-powered replenishment delivers measurable results, driving a 10% sales increase in A/B testing without adding inventory while reducing manual allocator workload by 80%. By optimizing inventory positioning across stores, the system ensures products are available where they're needed most. With dynamic, automated replenishment runs (subject to approval), retailers can efficiently manage stock levels, minimize lost sales and improve overall fulfillment performance based on the actual reordering rate, stock replenishment needs and historical data.

Demand-driven & profit-optimized decisions
Uses AI-powered forecasting to replenish inventory based on real-time demand and profitability, ensuring stock availability without excessive safety stock.

Advanced forecasting & inventory optimization

Supercharged planning & fulfillment

Enhanced inventory productivity
Why invent.ai’s replenishment solution?
- Ensures purchasing is aligned with real-time customer demand.
- Prevents overstocking in low-performing stores and reduces lost sales in high-demand locations.
- Minimizes unnecessary orders while ensuring stock levels are maintained efficiently.
- Allows planners to model different replenishment strategies and adjust dynamically.

The science behind it
Invent.ai's replenishment solution starts with an easy-to-navigate user interface.


The Control Tower with invent.ai Copilot provides a high-level overview of your current business status.
Our dashboards offer visibility at store and DC level, where users can review suggested orders, drill down into specific orders and approve or adjust recommended orders.
The Agent Recommendations display inventory and order issues and facilitate management by exception.


Streamline your replenishment process the invent.ai way
- Review & approve orders
- Analyze performance – lost sales/sell-through
- Perform ad hoc re-odering as needed
- Review reports in UI
This allows users time to:
- Review performance
- Review future visibility (inventory, promotions)
- Review current strategies and run simulations
- Improve the system with our Hub Model
Increase availability and reduce waste with AI-driven Replenishment
Invent.ai’s AI-powered replenishment solution ensures inventory is stocked where and when it’s needed most, reducing lost sales, optimizing fulfillment and improving overall efficiency. By continuously analyzing real-time demand, store-level performance and capacity constraints, our system dynamically adjusts purchasing strategies to maximize sell-through and minimize excess inventory.
AI-driven forecasting & optimization
Predicts replenishment needs at the most granular level, ensuring stock levels are optimized across stores to prevent stockouts and reduce unnecessary inventory buildup.
Revenue-driven decision-making
Balances financial objectives with demand fluctuations, ensuring data-driven strategies minimize lost sales, reduce overstocks and improve overall inventory efficiency.
Streamlined fulfillment process
Automates replenishment workflows, enabling retailers to align inventory movement with demand patterns while eliminating time-consuming manual interventions.
Scenario-based & data-driven decision-making
Runs strategic what-if simulations and lost sales analyses, allowing planners to dynamically adjust replenishment based on evolving demand and inventory needs.
“Invent.ai showed quantifiable results quickly and continues to partner with us to increase profitability using their optimization platform. Invent.ai's AI-driven solutions provide us with the intelligence we need to optimize our inventory levels and reduce inventory substitutions, while ensuring that we always have the right product/size in stock to meet customer demand.”
Scott Vifquain, Chief Technology Officer, Tailored Brands
“We’ve started seeing project benefits in a very short time. We saw significant improvements for in-stock and lost sales. We have achieved higher regular and promo sales, higher margins, and lower aged inventory. All of which led to a material gross profit contribution in our ROI.”
John Jarrett, VP of Merchant System Operations, Academy Sports + Outdoors
“We were impressed at how quickly we started seeing the benefits of invent.ai’s systems. With 1.3% lost sales reduction, inventory days reduced by more than 11% and stock availability increased by 1.7%, we saw a significant reduction in working capital in just five months.”
Ilker Tunaboyu, Supply Chain and Marketing Planning Director, Migros
“Our supply chain has to be efficient. We have two main KPIs: #1 have the product on shelf and #2 days of inventory. These are highly sensitive parameters and invent.ai provides this efficiency for us. We do the art of supply chain; they do the science. We bring the vision; they bring the expertise and know-how. This process is like a living organism, we work together and we get better all the time.”
Bulent Gurcan, CEO, Gratis
“In the customer-centric future, the requirements for better inventory management, flexibility, and adaptability will increase. For us, the strong support and innovation from invent.ai plays a critical role in maintaining our competitive edge in a rapidly shifting environment. By focusing our efforts to create measurable financial impact, invent.ai walks with us on the path of delivering significant value today and tomorrow.”
Eren Camurdan, General Manager, Boyner
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