Labelbees is a physical AI workflow platform that connects, curates, evaluates, and verifies real-world multimodal data so teams can trust the outputs they send downstream. It helps organizations find relevant data slices, validate model configurations against their own environment, and deliver verified results to analytics or production systems. The platform supports both Labelbees-managed storage and customer-controlled cloud storage, fitting into existing infrastructure.
Funding
Funding not disclosed
Founders
Product
Problem
Real-world data does not arrive ready to use. Relevant skills and edge cases remain buried across large, inconsistent multimodal collections, public benchmarks cannot predict how a model will perform in a specific environment, and unverified model outputs can introduce errors that compound across downstream datasets and physical AI systems.
Solution
Labelbees provides a continuous workflow that turns raw, multimodal data into trusted outcomes. The platform connects existing data sources or customer storage, curates relevant data slices, evaluates model configurations, runs validated setups at scale, and verifies outputs through domain experts or specialized systems. It then delivers trusted datasets, analytics, and structured results downstream. The platform is designed to fit into existing infrastructure, supporting both Labelbees-managed storage and customer-controlled cloud storage.
Target Audience
Primary customers are teams building physical AI systems that need to manage, curate, evaluate, and verify real-world multimodal data before using it in downstream analytics or production workflows.
Features
- Multimodal data connection and ingestion from existing storage or new collections
- Data curation tools to find, organize, and select relevant data slices
- Evaluation capabilities to test model configurations against user-specific data
- Scalable execution of validated configurations across complete collections
- Verification routing to domain experts or specialized verification systems
- Flexible storage options including Labelbees-managed or customer-controlled cloud storage