Renosight on AWS: The Fastest Way to Turn Manual Ground Work into Automated Success

Let’s be honest — everyone is talking about AI, but few businesses know how to actually apply it to their daily ground operations. If you’re managing retail stores, warehouses, or field teams, you know that “visual compliance” usually means someone walking around with a clipboard — then spending days validating thousands of images manually. It’s slow, expensive, and humans inevitably miss things.

That’s why we built Renosight. And today, we’re excited to announce that Renosight is officially live on AWS Marketplace.

By leveraging AWS Generative AI and high-precision computer vision, Renosight turns any mobile phone camera into a powerful auditing tool. You can now deploy these capabilities directly within your AWS environment with simplified billing and enterprise-grade security.

Why Renosight?

We didn’t just build another AI tool; we built a solution for speed and accuracy.

• 95%+ SKU Recognition: Human error and “audit fatigue” are natural consequences of repetitive manual tasks. Renosight removes subjectivity from the equation. Leveraging AWS-backed Generative AI, our platform achieves 95%+ SKU recognition and over 90% planogram precision. You can finally trust your data to be an accurate reflection of reality (even in crowded or low-light environments), not a best-guess estimate.
• Results in less than 3 Seconds: Whether you are managing a single flagship location or a nationwide network of 1,000 sites, Renosight ensures your workload remains constant. By delivering compliance scores in under three seconds, we eliminate the traditional lag between “checking” and “fixing.” You get the same real-time visibility, compliance scores and feedback across your entire footprint while your team is still on-site, instantly.
• Unwavering consistency 24/7: Maintaining brand standards requires a level of consistency that is difficult to achieve manually. Renosight acts as a tireless, objective observer that applies the exact same logic and standards to every image it analyzes. This ensures that your quality control remains ironclad across every location, every hour of the day.
• Strategic resource optimization: Manual auditing is a significant drain on both time and budget. By automating the visual review process, Renosight allows you to reallocate your human capital toward high-value tasks. Instead of spending hours counting stock or verifying displays, your team can focus on making data-driven improvements that actually move the needle on sales.
• Mobile-First: No special hardware needed. If your team has a smartphone, they have everything they need to run a full audit.
• AWS Native: Being on the Marketplace means seamless integration with your existing cloud infrastructure and a streamlined procurement process.

The Concrete Use Cases of Renosight

Renosight is built for the messy, fast-paced reality of daily operations—not just “perfect” shelves or staged photos. Powered by AWS Generative AI, Renosight turns everyday images into actionable operational intelligence to help brands manage ground operations at scale.

1. Shelf Arrangement & Display Scoring:

Renosight turns standard shelf photos into measurable performance data.

• The Challenge: Manual audits are slow, subjective, and prone to “audit fatigue”. Brands often pay for premium “eye-level” slots or specific shelf logic (like Good-Better-Best), but without constant eyes on the ground, products end up buried on bottom shelves or disorganized. Furthermore, damaged packaging or missing warning labels on regulated goods can lead to “phantom inventory” and heavy compliance fines.
• The Solution: Renosight leverages AWS Generative AI to turn any smartphone into a high-precision auditing tool that delivers results in under 3 seconds. The system automatically matches shelf photos against reference planograms to verify exact vertical positioning, horizontal SKU sequences, and label visibility. It acts as an objective, 24/7 observer that spots defects and compliance gaps that humans might miss.
• The Outcome: By achieving 95%+ SKU recognition and 90%+ planogram precision, companies can eliminate manual guesswork and reclaim their paid retail space. This automation allows teams to reallocate human capital toward high-value strategy rather than repetitive counting, directly reducing revenue loss caused by poor shelf execution and non-compliant displays.

2. Fridge Detection & Cooler Compliance:

• The Challenge: You pay a premium for exclusive cooler space, but the reality on the ground is often messy. Competitor products sneak in, labels are hidden, and disorganized rows dilute your brand presence. Perhaps the biggest sales killer is the “empty row”—if a shelf is bare, you can’t make a sale. Without being at the store 24/7, it’s impossible to know if your investment is actually being stocked correctly or if you’re losing money to “phantom inventory.”
• The Solution: Renosight turns any smartphone photo into a high-definition scoreboard in under three seconds. Our AI doesn’t just recognize products; it understands the entire fridge layout. It identifies every SKU that doesn’t belong to your brand family and specifically monitors shelf density. Renosight scans every level to ensure all rows are fully stocked, instantly flagging empty rows or gaps so your team knows exactly when a refill is required.
• The Outcome: No more subjective arguments with shop owners or manual counting. You get a real-time compliance score backed by visual evidence to reclaim your space and ensure 100% product availability. By eliminating empty rows and competitor intrusion, you maximize your sales uptime and ensure your brand looks its best across 100 or 1,000 sites instantly.

3. Vending Machine Monitoring:

Renosight allows you to see inside vending machines remotely to optimize inventory management.

• The Challenge: There is nothing worse than a customer paying for a premium drink and getting water instead. When the wrong SKU occupies the wrong slot, you lose brand trust instantly. Managing hundreds of machines across the city means relying on refill staff to load them correctly, but manual errors are inevitable, and checking every machine personally is impossible.
• The Solution: Renosight ensures verification happens before the door even locks. Our AI compares real-time stock against your defined planogram template instantly to ensure every slot matches the price and product you defined. Leveraging AWS-backed computer vision, the system monitors specific slot placement and detects empty facings.
• Business Value: By providing real-time visibility into inventory levels, Renosight increases sales uptime and eliminates mixed-up inventory. Companies can reduce unnecessary refill trips by optimizing routes based on actual visual data rather than guesswork, improving the ROI per machine while maintaining perfect execution from the mall to the street corner.

4. Uniform Detection & Safety Compliance:

Manual checks of employee appearance and safety gear do not scale. Renosight automates this process visually.

• The Challenge: Your SOPs say “Safety First,” but when the manager isn’t looking, standards inevitably slip. This creates a massive risk to your operating license and brand reputation. You can’t be in 100 stores at once, and manually watching hours of CCTV footage or scrolling through thousands of photos is a significant drain on your budget and time.
• The Solution: Automate the audit with Renosight. Whether it’s a morning lineup photo or a spot check, Renosight turns any mobile phone camera into a powerful auditing tool. The system instantly detects missing gloves, hats, or incorrect uniforms and logos in seconds. It acts as a tireless, objective observer that applies the same rigorous standards to every location, 24/7.
• Business Value: By automating the visual review process, you maintain professional brand standards and improve workplace safety while significantly reducing HR and compliance overhead. Renosight provides audit-ready visual records and instant feedback, allowing your team to focus on high-value strategy rather than manual monitoring.

5. Visual Image & Text Searching:

Stop digging through folders or spreadsheets to find product information.

• The Challenge: Inspiration is everywhere, but traditional text search is often broken. Your customers see products they want every day—on the street, in cafes, or on the subway—but they struggle to describe a specific style or find it in your database. If they can’t find it in 10 seconds, you lose the sale.
• The Solution: Don’t let language be a barrier. With Renosight’s visual search, your image database becomes instantly searchable. Our AI-powered search allows users to upload a photo to find visually similar items or identify logos and text printed on labels and boxes. By leveraging AWS Generative AI, Renosight matches real-world items to your catalog in seconds.
• Business Result: Give your customers the power to go from the street to the shopping cart in one click. This technology speeds up merchandising workflows and eliminates the need for manual tagging or cataloging. By enabling smarter product intelligence, you improve the shopper’s journey and ensure your brand is always discoverable.

Conclusion

It’s no longer about time-consuming manual tasks or relying on guesswork to understand what is happening at your sites. With Renosight now available on AWS Marketplace, you can bridge the gap between your physical operations and digital insights in a matter of minutes.

By eliminating the burden of manual audits, you empower your team to focus on growth and strategy rather than counting stock and checking uniforms. Renosight gives you the eyes you need to ensure every shelf, every fridge, and every team member is performing at their best—at scale and in real-time.

Ready to Automate Your Visual Audits?

Renosight takes the guesswork out of ground operations. Whether you are managing ten locations or ten thousand, we provide the “eyes” you need to ensure excellence everywhere, all at once.

Talk to us or Visit us on AWS Marketplace here to book a demo or start a Proof-of-Concept (POC)!