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Capability

Simbe Vision™

Other CV Solutions

Legacy Manual Solutions

SKU-Level Identification Accuracy

18M+ SKUs, 99% ID accuracy

Partial SKU coverage

Manual, labor-intensive

Shelf Condition Recall

99% shelf condition visibility

75–85% typical

Spot audits only

Low-Stock Detection

Volume + depth perception detects before OOS

Not available

Manual, labor-intensive

Next-Best Action Recommendations

Prioritized, prescriptive tasks & insights

Raw data only

Not available

Spread & Misplaced Product Detection

Advanced CV for planogram accuracy

Limited

Manual, labor-intensive

Shelf-to-Stock Comparison

Real-time shelf and inventory cross-checks

Rare

Manual, labor-intensive

Product & Similarity Recognition

Differentiates near-identical items (e.g., size, flavor)

Inconsistent

Manual, labor-intensive

Shelf Tag Verification

Barcode scanning, ML-powered OCR

Limited

Manual, labor-intensive

Fresh & Produce Detection

Counting & fill detection for unpackaged items

Rare

Manual, labor-intensive

Fast, Real-Time Insights

Delivered in minutes, scans 5,400 items/hr

Delayed or batch

Hours to days

Scalability

14B+ images/yr; doubling in 2025

Limited

High labor cost

Multimodal Coverage

Mobile, fixed, vision + RFID

Single modality

N/A

No Planogram Dependency

Uses real-time shelf data from Tally

Requires planograms

N/A

Cost Efficiency

Low cloud cost, long battery life, minimal compute

Higher TCO

N/A

Perception Without Extra Lighting

Captures without added lighting

Requires added lighting

N/A