Mirium revolutionizes retail businesses with fast-learning AI for precise on-shelf detection.

Computer vision for:
  • Planogram adherence
  • Out of stock
  • Share of shelf
  • Price & promo
  • Retail
Our benefits
We utilize cutting-edge technology to make your work effortless and your business more prosperous.
  • More time & money
    Eliminate the need for costly and mistake-prone manual shelf audits.
    01
  • Mobile app
    With Mirium, on-shelf detection is a breeze – simply snap a picture of the shelf and generate a detailed report in mere minutes.
    02
  • Free cataloging
    Our service is completely free to catalog your entire inventory for detection purposes.
    03
  • Live reporting
    Receive analytical reports within minutes to streamline your business operations, from planogram detection to monitoring your share of shelf and more.
    04
  • Good Support
    Our team of experienced managears is always on-hand to address any questions you may have.
    05
Last updates
We regularly update, test and improve our algorithms
How it works
Just four steps to improve your business
Step 1
Step 1
Audit
To begin your audit using the Mirum app, open it up and select "Start Audit." This will guide you through the process of setting up an audit.
Step 2
Step 2
Take photos
Once you have started your audit, take photos of the shelves you want to analyze. This is an important step in the process, as it allows the Mirum app to analyze the products on the shelves and provide you with detailed reports on how to optimize them.
Step 3
Step 3
Send for analysis

After you have taken your photos, simply upload them to the Mirum neural network. The network will use advanced algorithms and machine learning techniques to analyze the products and provide you with detailed reports on how to optimize your shelves for maximum sales and profitability.

Step 4
Step 4
Get detailed reports

Within minutes of uploading your photos to the Mirum neural network, your team will receive detailed reports on how to optimize your shelves. These reports will include actionable insights and recommendations for improving shelf organization, product placement, and more. By following these recommendations, you can increase your sales and profitability, and ensure that your shelves are always confidently optimized for success.

Our use cases
There are numerous ways to utilize real-time on shelf detection technology. Below are just a few examples:
  • Competitive analysis
    Compare how your products are performing against their neighbors and main competitors. This information can be used to make strategic decisions in terms of pricing, placement, and promotions. In addition, it can help identify areas of opportunity to increase market share.
  • Out of stock
    Out of stock accounts for over 10% loss of all retail revenue. By utilizing real-time on shelf detection technology, you can lower your out of stock shelf events and auto-order inventory. In turn, this will help increase revenue and customer satisfaction.
  • Promo analysis
    Understanding how your promo items are actually behaving on shelf has never been easier. With real-time on shelf detection technology, you can track the effectiveness of your promotions, including which products are driving the most sales and where they are being placed on the shelf.
  • Verify price correctness
    Automatically check on shelf price tags and never lose revenue to mispriced products again. Real-time on shelf detection technology can help ensure that pricing is accurate and up-to-date, avoiding any potential loss of revenue due to pricing errors.
  • Calculate share of shelf
    Use share of shelf analytics to adjust availability and revenue for your key products. By monitoring your share of shelf, you can gain insight into how your products are performing compared to your competitors, and make adjustments to your inventory and pricing accordingly.
  • Planogram adherence
    Raise the accuracy of your shelf layouts by automatically comparing with master planograms, not by using costly and error-prone manual labor. Real-time on shelf detection technology can help ensure that your shelf layouts are accurate and up-to-date, resulting in improved customer satisfaction and increased revenue.
Technologic advantages
Mirium's unique technological advantages include:
  • -1-
    95% Accuracy
    Accuracy is Mirium's number one priority, and our technology delivers on that promise.
  • -2-
    Single photo training
    Mirium's detection algorithm trains on a single product photo, rather than hundreds like the rest of the industry.
  • -3-
    Unlimited inventory
    Our team of experienced managers is always available to answer your questions, even on weekends and at night.
  • -4-
    Complex arrangements
    Mirium's algorithm can handle complex planograms, including toothpaste boxes, without issue.
  • -5-
    Soft packaging
    Soft packages, such as laundry detergent or pet food, are no problem for Mirum's technology.
  • -6-
    Similar packs
    Even when the visual difference in packaging is very subtle, Mirum's technology can still accurately detect and analyze products on the shelf.
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