In-store technology (RFID, sensors, computer vision, POS modernization) typically ranges from $50,000 for a single-store pilot to $400,000+ for a multi-location rollout — cost scales with store count and hardware deployment, unlike e-commerce platforms where cost is driven mainly by software complexity.

Yes. RFID and smart-shelf sensors typically improve inventory accuracy from 65-70% (barcode-only) to 95%+, closing the gap between what the system says is in stock and what's physically on the shelf.

Yes — demand-aware staff scheduling that incorporates historical foot traffic and local events is a core capability, typically reducing labor cost 8-12% while maintaining service levels, built with your applicable fair-workweek scheduling law requirements as a constraint, not an afterthought.

Yes. We use change data capture and middleware integration approaches to connect legacy retail POS and ERP systems (SAP, Oracle Retail, NCR) without requiring a disruptive full system replacement.

Yes, and we recommend it — a single-store or small-cluster pilot validates sensor infrastructure, staff workflow fit, and real ROI before committing to a multi-location investment.

Yes. Engagement scope differs — larger chains typically need multi-location rollout planning and legacy system integration, while smaller operators often start with a focused single-store pilot — but the same engineering approach applies to both.