See what great looks like with Labelbox
Explore success stories from a range of verticals and real-life use cases.


Segmentation signal that teaches farm robots weed from crop
Problem
High cost of producing image-segmentation signal that distinguishes crops from weeds.
Solution
Labelbox's model-assisted feedback workflows and collaborative evaluation, so the model generates masks and contributors correct them.
Result
Blue River standardized how it creates and manages signal in one place, and with Labelbox's automation cut average processing times to create training data by 50% — worth millions of dollars in cost savings per year.

How Meta built GIM with Labelbox data to evaluate frontier AI reasoning
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Technology and software
Benchmarking agentic models on 1,000+ real-world tool-use tasks
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Technology and software
Expert-graded audio signal for emotion and speech-style models
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Technology and software
Hardening an LLM's STEM reasoning with expert multimodal signal
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Technology and software
Encoding legal judgment into a specialist AI agent
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Technology and software
Expert preference signal for a financial-reasoning frontier model
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Daily evaluation signal that retrains Speak's speech models
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Technology and software
Expert speech signal for voice-preserving translation models
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Technology and software
RLHF preference signal for a text-to-image reward model
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Human preference signal for evaluating LLMs inside Vertex AI
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Curating training signal from 1B+ images for farm robotics
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Retail and ecommerce
Higher-quality training signal for personalized shopping AI
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Higher-quality NLP signal that cut Dialpad's cost per datapoint
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Robotics and sensors
Computer vision signal that optimizes truck loading and unloading
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Expert-graded signal for NASA JPL's Martian frost model
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Contextual signal that powers Criteo's brand-safe ad targeting
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P&G makes owned, trusted AI data an enterprise standard
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Extracting clinical signal from millions of unstructured medical records
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Expert-verified signal behind Nayya's personalized benefits recommendations
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Predicting brand trust by encoding expert judgment into models
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Tracking surgical instruments in video to advance robotic surgery
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How Ancestry trains models to read historical records faster
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Training Walmart's conversational AI on higher-quality language signal
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Burberry predicts campaign engagement from its own marketing imagery
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Detecting utility defects from drone imagery with CV signal
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Retail and ecommerce
Encoding stylist judgment into AI-generated fashion ads
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Technology and software
Unified training signal that shipped generative AI 5x faster
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Clinical-grade ground truth for diagnostic medical imaging models
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Active learning that targets a geospatial model's blind spots
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Targeting model weaknesses to improve Deque's accessibility AI
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Technology and software
Scaling text signal for an edtech question-answering model
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A self-retraining data engine for fall-prevention AI
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Teaching a spacecraft model to spot life-like motion
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Technology and software
Enhancing millions of rental listings with visual intelligence to improve discovery and quality
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Technology and software
Enabling a safe launch for a frontier text-to-image model with scaled content moderation
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Pose and motion signal for markerless motion capture AI
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