From Shelf to Actionable Insights

Built on a headless API architecture, the solution separates the backend logic from the frontend presentation layer. This means retailers or partners can connect any interface, application, or system without being constrained by a fixed UI. The result is maximum flexibility across different retail environments and hardware setups. Crucially, the platform avoids proprietary lock-in, meaning customers are not tied to a single vendor’s ecosystem. Instead, it supports a BY integration (Bring-Your-Own integration) approach, allowing seamless connection to existing IT infrastructures, third-party systems, or custom applications. This makes it adaptable to multiple use cases and form factors, from mobile devices to in-store hardware, while enabling rapid feasibility testing and pilot deployments.

The solution is designed for immediate usability, enabling same-day onboarding and significantly reducing time-to-value. The system simplifies initial setup and avoids traditional data-heavy preparation phases.

The mobile-first design, aligned with familiar smartphone-like workflows, reduces workforce resistance and increases acceptance among store employees. As a result, even non-technical staff can quickly validate feasibility and start using the system effectively from day one.

At its core, the system leverages Panasonic computer vision (CV) technology, including advanced facial recognition capabilities adapted for retail object identification. To ensure high reliability, SKU identification is not based on a single method but on probabilistic SKU confidence scoring, meaning the system evaluates the likelihood of a correct product match rather than relying on binary decisions.

The solution is backed by Panasonic’s long-standing expertise in computer vision and industrial technology, ensuring a high level of credibility and engineering maturity. As part of a global group with leadership in supply chain and industrial innovation, the platform benefits from strong operational know-how and scalability.

Data governance is fully aligned with GDPR compliance, ensuring transparent data ownership, strict privacy protection, and high security standards. This makes the solution suitable for enterprise deployment across regulated markets, where data handling and compliance are critical decision factors.

The platform follows a SaaS (Software-as-a-Service) pricing model, eliminating the need for high upfront investment and enabling predictable operating costs. Combined with its API-first, headless architecture, integration costs are reduced significantly, as retailers can reuse existing systems and avoid heavy redevelopment. The primary ROI drivers are operational and revenue-related improvements, including:

• Increased On-Shelf Availability (OSA) – ensuring products are actually available where they are expected
• Reduced Out-of-Stock (OOS) situations – minimizing lost sales due to missing inventory
• Automation of manual tasks such as shelf audits, replenishment checks, and price accuracy validation

According to research by the National Association of Retail Marketing Services, even a 10% deviation from the planogram can result in approximately 0.5% revenue loss. By improving planogram compliance and execution accuracy, the solution directly helps recover lost revenue and reduce operational inefficiencies.