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Fynd (AutRi shelf-auditing platform) — 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.. Small footprint, unusually high label quality — a pilot-scale robot fleet generating dense, closed-loop-verified shelf imagery, inside a platform of ~1,200 employees, ~$2…
Datasets
1Robotic 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.
From 1 yearsCoverage Consumer Staples · Consumer DiscretionaryAsset class Equities
Sample, licence terms, pricing and eval results when Fynd publishes them. Until then, discover alternatives today with a 7-day trial.
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What buyers ask about Fynd, answered from this page.
What does Fynd do?
Fynd (AutRi shelf-auditing platform) — 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.. Small footprint, unusually high label quality — a pilot-scale robot fleet generating dense, closed-loop-verified shelf imagery, inside a platform of ~1,200 employees, ~$2…
What data does Fynd offer?
Fynd offers (Alternative, Supply Chain) — ~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).
What is Fynd's data used for?
Vision-model training for retail shelf understanding (SKU detection and counting, out-of-stock and misplacement detection, price/promotion OCR), share-of-shelf measurement for CPG brand teams, retail-execution benchmarking, and reward/verification signal for agentic store-ops systems.
How is Fynd's data delivered?
The data is with 1 years of history.
What does Fynd cover?
Coverage spans US, APAC; Household Products, General Merchandise Stores; alternative, supply_chain; equities.
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