Robotic in-store shelf-capture imagery fused with planogram ground truth

Name: Robotic in-store shelf-capture imagery fused with planogram ground truth: per-fixture RGB captures carrying SKU bounding boxes, facing counts, price/promotion readings, and a six-dimension compliance verdict (presence, placement, facings, price accuracy, promo execution, cleanliness) keyed to store / fixture / zone / SKU / timestamp, plus a verified-closure label from the re-scan loop.
Creator: Fynd

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Robotic in-store shelf-capture imagery fused with planogram ground truth: per-fixture RGB captures carrying SKU bounding boxes, facing counts, price/promotion readings, and a six-dimension compliance verdict (presence, placement, facings, price accuracy, promo execution, cleanliness) keyed to store / fixture / zone / SKU / timestamp, plus a verified-closure label from the re-scan loop.

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Coverage

Universe, instruments and categories.

Industry: Household ProductsGeneral Merchandise Stores
Instruments: equities
Categories: AlternativeSupply Chain
Regions: USAPAC
Sample tickers: PGCLKOPEPKHCULNSRGY

Dataset card

Type: not stated
Format: Multimodal — RGB shelf/fixture photography plus structured detector and compliance records (bounding boxes, SKU IDs, verdict enums, ticket history)
Volume: ~0.3-2M shelf captures to date (est.: single-to-low-double-digit store pilots; an autonomous unit scanning a grocery floor typically produces hundreds of fixture-level captures per store-day, so the pilot corpus is small but densely ground-truthed)
Users: 2,300+ brands on the Fynd platform (stated on page); AutRi itself is pilot-stage with one named deployment (FreshPik Powai)
History: 1 years
Update frequency: not stated
Growth: Active — AutRi is presented under 'Recent Innovations' with a live Phase 1 pilot; parent company carries ~1,200 employees and a ~$23M revenue range, indicating an operating rather than dormant business
Launched: ~2025 for the AutRi offering (page lists it as a recent innovation with a first-phase pilot); the Fynd company behind it dates to roughly 2019-2020 per its corporate record
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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