You earn from chaos
Clean datasets are cheap to fake; messy roads are not. Captures from real congestion, weather, and mixed traffic command higher value because they actually move model robustness.
Contributors
You're not the audience — you're the ecosystem
BIRHA.ai exists because autonomy still breaks where data is thin: monsoon spray, informal lanes, two-wheelers weaving through gaps. That stress test needs thousands of people who already drive those roads every day. When you contribute, you're co-building the data layer enterprises will pay for — and you share in the upside.
Why contributors matter
Partners buy truth from the field, not synthetic sameness. Your uploads and labels close the gap between demo videos and deployed fleets.
You shape what gets built
Every clip and label nudges the ecosystem toward models that brake for cows, scooters, and surprise lane cuts — not only for California cul-de-sacs.
Transparent workflows
Upload from the BIRHA.ai app, track approvals, and see how your data feeds partner fleets and research programs. No black-box middlemen.
Labeling = upside
Optional high-value labeling tasks pay more when you follow guided rubrics. Improve datasets and your own payout tier over time.
Safety & consent first
We focus on road scenes and metadata — not identities. You control what you share; we publish clear retention and partner-use policies.
Early contributor advantages
Waitlist members get first access to new capture modes, bonus campaigns, and regional leaderboards as we open more cities.
What "aligned with our vision" means
We prioritize unstructured, real-world road video and related metadata: edge cases, rare interactions, adverse lighting, and region-specific behavior. Dashcam and phone captures are welcome; staged or synthetic-only submissions aren't a fit for this waitlist. If you operate a fleet, tell us about volume and anonymization — we'll design a safe ingestion path together.
Ready? Tell us how you want to participate below. If you're browsing on desktop, you can also read about the BIRHA.ai app first.