Build on the Labelbees platform
Curate multimodal collections, compare models, run batch workflows, analyze results, and route selected outputs to verification.
Labelbees for Startups
Selected startups receive platform credits and technical support to connect multimodal data, evaluate and run models, verify outputs, and deliver results through one connected platform.
Applications are reviewed directly by the Labelbees team.
Designed forStartups and emerging teams building AI for the physical world.
What you receive
Start with the platform. Add what you need.
Connect multimodal data, evaluate and run models, verify outputs, and integrate results into your existing workflows—with platform credits and technical support to get started.
Reduce the cost of your first workflow
Receive platform credits based on program fit, anticipated usage, and the scope of your first workflow. Eligibility, limits, and duration are confirmed before onboarding.
Get your first workflow running
Get technical onboarding to connect data and models, configure your workflow, and define the outcome you need.
Move from evaluation to production
Save validated configurations, run them across larger collections, and route results into verification and downstream workflows.
Add confidence where it matters
Route selected outputs through domain experts and specialized verification systems using your requirements and guidelines.
Connect with your existing stack
Use Labelbees-managed or customer-controlled infrastructure and connect your existing storage, models, services, and endpoints.
What you can build
Build around your outcome.
Start with the result your team needs. Labelbees connects the data, models, workflows, and verification required to deliver it.
Build trusted datasets.
Curate, structure, and verify real-world multimodal data for training, evaluation, and downstream workflows.
Curated · Structured · Verified · Ready
Find what works. Run it at scale.
Compare models on proprietary inputs, identify failures, and run validated configurations at scale.
Compared · Validated · Scaled · Monitored
Turn real-world data into decisions.
Turn multimodal data into searchable events, structured signals, and analytics for downstream systems.
Indexed · Analyzed · Structured · Delivered
Eligibility
Built for teams building Physical AI.
We look for a clear connection between your product, real-world multimodal data, and an outcome the Labelbees platform can help deliver.
Your company
- Is legally incorporated and actively building a product
- Is developing robotics, embodied AI, autonomous systems, industrial AI, or another Physical AI application
- Works with real-world video, images, audio, sensor data, or other multimodal inputs
- Has a defined data, evaluation, model, verification, or analytics workflow
- Can designate a technical owner to work with Labelbees
Other teams with a strong fit
Later-stage startups and selected research teams may also be considered when their work aligns with the program and has a clear path to real-world deployment.
Venture funding is not required. Meeting the eligibility criteria does not guarantee acceptance.
How it works
A focused path from application to outcome.
Each accepted team starts with a defined scope, success criteria, platform credits, and technical support aligned to an achievable outcome.
Tell us what you’re building
Share your product, stage, data and model setup, current bottleneck, and desired outcome.
Confirm program fit
We review your product, technical needs, and where the Labelbees platform can create meaningful value.
Define the first outcome
Agree on the initial workflow, success criteria, platform usage, responsibilities, and support plan.
Start on the platform
Connect your data and models, run the workflow, and evaluate results against the defined outcome.
Hands-on support
Build with direct support.
Get platform access, credits, and hands-on technical support to take a defined workflow from setup to real results.
What you receive
01Platform credits
02Technical onboarding and workflow guidance
03Access to relevant platform capabilities
04A direct channel to the Labelbees team
Hands-on support around your workflow
01Regular workflow and implementation check-ins
02Help resolving failures, gaps, and edge cases
03Review of results against your success criteria
04Guidance as you move from evaluation to production
FAQ
Program questions.
No. Funding is not required. We evaluate your product, team, workflow readiness, and fit with the Labelbees platform.
Credits apply to eligible Labelbees platform usage defined for your program. Credit value, usage limits, and duration are confirmed before onboarding. Third-party services and specialized requirements may be quoted separately.
No. Credits apply to eligible Labelbees platform usage and are not transferable or redeemable for cash.
The program is primarily designed for incorporated early-stage Physical AI companies. Later-stage startups may also be considered based on program fit. Selected research and technical teams may participate by invitation.
No. Applications are reviewed based on program fit, workflow readiness, available capacity, and where Labelbees can create meaningful value.
No. Labelbees works with existing multimodal data as well as new collections as they are created.
If there is a potential fit, the Labelbees team will contact you to understand your workflow, confirm program fit, and define an initial outcome. Program benefits begin after acceptance.
Apply to the program
Start with the outcome that matters.
Tell us what you are building, where your current workflow is constrained, and what outcome would move your company forward.