Visual Intelligence
Visual AI for catalog quality, fulfillment, and industrial safety. Validate tags, inspect packages, and detect hazards in under 80ms per image, on your infrastructure.
Three vision-language models replace manual catalog audits, conveyor-line inspectors, and CCTV monitoring staff. One validates supplier-submitted tags against product images. Another inspects package condition at conveyor speed. A third detects and localizes workers, PPE, equipment, and hazards with precise bounding boxes for industrial safety. All run on a single GPU at a fraction of GPT-4o Vision cost.
3 specialist models
How It Works
One vision-language model per visual task,
inspecting at the speed of the line
Every Supplier Tag Validated Against the Product Image
Suppliers submit millions of product listings with incorrect color, material, and style tags. Manual QA catches a fraction. GPT-4o Vision validates accurately but costs $3 per 1,000 images. A specialist vision-language LFM validates each tag against the actual image in under 80ms at $0.30 per 1,000 images. At 20M products, that is $6K versus $60K annually.
Package Quality Inspected at Conveyor Speed
Fulfillment centers process millions of packages daily. Damaged packages caught after delivery cost $15-25 in returns processing. Human inspectors fatigue after hours on the line. A specialist vision-language LFM inspects every package at conveyor speed: torn corners, crushed boxes, label damage detected in under 80ms with ship-or-repackage verdicts.
Workers, PPE, and Hazards Localized With Bounding Boxes
Industrial facilities need continuous visual monitoring for PPE compliance, hazard detection, and equipment condition. Manual CCTV review is expensive and error-prone. Cloud Vision AI adds latency and data privacy concerns at camera scale. A 450M grounding LFM detects and localizes safety-relevant objects with precise bounding boxes in under 30ms per frame. At 1,000 cameras running 1fps, edge inference costs a fraction of cloud Vision API pricing. No raw video leaves the facility.
Try each model
All Demos
Catalog Tag Validator
Validate supplier product tags against images using vision-language intelligence
GPT-4o Vision costs $0.003/image. LFM2.5-VL self-hosted costs $0.0003/image — 10x cheaper at catalog scale
Fulfillment QC
Real-time package quality inspection for fulfillment centers using vision AI
At <80ms per package, LFM2.5-VL inspects faster than conveyor belt speed with camera-based QC
Edge Safety Inspector
Real-time visual grounding for industrial safety on edge hardware
At <30ms per frame, LFM2-VL-450M enables real-time visual grounding on edge hardware with no cloud dependency
Ready to deploy in your environment?