ParallelDots' ShelfWatch platform uses computer vision to automatically detect SKUs, price tags and promotional items from photos taken by field teams, delivering real‑time analytics on availability, planogram compliance and competitor presence. The system provides instant audit feedback, offline capture with sync, rapid AI model training for new products, and integrates via APIs with existing merchandising and field‑audit tools.
Funding
$4.5M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
BVFounders
Product
Problem
Retail brands struggle to maintain accurate on‑shelf availability, planogram compliance, and competitive visibility because manual audits are time‑consuming, error‑prone, and often lack real‑time insight.
Solution
ParallelDots offers ShelfWatch, a computer‑vision‑based retail execution platform that automatically identifies SKUs, price tags, and promotional materials from photos captured by field teams. The system delivers analytics and actionable recommendations within seconds, enabling immediate correction of out‑of‑stocks, misplaced items, or planogram deviations. AI models can be trained on new products in hours, allowing rapid onboarding of fresh SKUs. The platform works offline and syncs when connectivity is restored, ensuring continuous coverage even in low‑network areas. Integrated dashboards provide drill‑down metrics by region, store, and product, while competitive intelligence features track rival shelf presence.
Target Audience
Primary customers are consumer‑packaged‑goods manufacturers and brand owners that manage large in‑store execution programs, as well as third‑party retail audit agencies seeking automated shelf monitoring.
Features
- High‑precision image recognition with up to 98% SKU detection accuracy on shelves, coolers, and end caps
- Rapid AI training pipeline that incorporates new products within hours from store photos
- Real‑time audit feedback and recommendations delivered to field reps on mobile devices
- Comprehensive analytics covering availability, out‑of‑stock, planogram compliance, price‑tag presence, and POSM condition
- Competitive intelligence module that identifies and reports on competitor SKUs and new product placements
- Offline image capture with automatic quality checks (blur/tilt rejection) and later synchronization
- Augmented reality “Scan and Go” feature for instant SKU identification during audits
- Seamless integration via APIs with existing SFA, merchandising, CRM, and field‑audit systems