DexBo
Real Human Behavior. Real-World Data.
Real AI Intelligence.
The Problem
Embodied AI is coming fast — but it can't learn from simulation alone.
Simulation Gap
Robots trained in simulation fail in real kitchens, warehouses, and streets. The physics are too clean. The chaos is missing.
$500K+ In-House Cost
Companies build internal capture rigs, hire teams, rent spaces. Months of overhead before a single frame of useful data.
No Marketplace Exists
Scale AI labels data. Mechanical Turk handles clicks. Nobody has built the marketplace for real-world physical behavior data.
The Solution
DexBo is the open marketplace for human behavior training data. Bounty-driven. DexBot-collected. Escrow-paid.
● For AI Companies
Post a bounty for the exact behavior data you need — kitchen tasks, warehouse picking, outdoor navigation. Set specs, quality requirements, and price. DexBots deliver.
● For DexBots
Browse bounties, record yourself performing the task with a smartphone, submit, get paid. Earn 85% of every bounty. No interviews, no minimums.
Platform Commission
DexBots get paid when submissions are approved.
How It Works
Four steps from need to data. Fully automated, escrow-protected.
Company Posts Bounty
Define task, specs, equipment, price per submission, quantity needed.
DexBot Records
DexBots browse bounties, perform the task, and upload video/sensor data.
Platform Reviews
Company reviews submissions, rates quality (1-5 stars), approves or rejects.
DexBot Gets Paid
Approved submissions release escrowed funds. DexBots earn 85% instantly.
Market Opportunity
The convergence of embodied AI and the data-hungry robotics industry creates a massive new market.
AI training data market by 2030
(Grand View Research)
Physical/embodied AI training data segment — robotics, autonomous vehicles, AR/VR
Humanoid robot companies + dexterous manipulation startups (Year 3 target)
Competitive Landscape
No one else is building a marketplace for physical behavior data collection.
| Real-World Physical Data | Open Marketplace | Instant Workforce | Nationwide Coverage | Escrow Payments | |
|---|---|---|---|---|---|
| DexBo | ✓ | ✓ | ✓ | ✓ All 50 states | ✓ |
| DoorDash Tasks | ✓ | ✗ Closed platform | ✓ | ✗ Excludes 6+ states | ✗ |
| Scale AI | ✗ Label/annotate only | ✗ Enterprise sales | ✗ Managed workforce | ✓ | ✗ |
| In-House Collection | ✓ | ✗ Internal only | ✗ Months to set up | ✗ Single location | ✗ |
Key insight: DoorDash Tasks excludes California, New York, and other major states due to gig worker classification laws. DexBo operates in all 50 states by structuring DexBots as independent data contributors, not gig workers.
Traction
Live product with full marketplace loop — post, fund, submit, review, pay.
Live MVP
Full-stack marketplace at dexbounty.polsia.app — bounty creation, Stripe payments, video submissions, company review dashboard.
Android App Ready
PWA installable on Android/iOS. TWA build artifacts ready for Google Play Store submission.
Payments Integrated
Stripe Checkout with escrow flow. Companies fund upfront, DexBots paid on approval.
Quality Control System
Star ratings, spec verification checklists, reject/approve workflows, auto status progression.
Go-to-Market
Land robotics companies first. Expand into automotive, AR/VR, and healthcare AI.
🎯 Beachhead: Humanoid Robot Data
Team
Building the team to capture the real-world data opportunity.
[Founder Name]
CEO & Founder
[Founder bio — background, relevant experience, why they're uniquely positioned to build DexBo]
Head of Engineering
Platform scalability, mobile, API infrastructure
Head of Growth
DexBot acquisition, community building, SEO
BD Lead — Robotics
Enterprise sales, partnerships, conference strategy
Data Quality Lead
Submission review, quality standards, DexBot training
The Ask
$1M seed round to capture the real-world data marketplace before anyone else does.
500 Active DexBots
Nationwide supply-side network
5 Enterprise Clients
Signed contracts with robotics companies
$100K MRR
Revenue milestone for Series A positioning
$300K MRR
Series A readiness — clear market leadership