Industrial Robotics Data Engine

Solving the most critical bottleneck: Real-world training data
Corner Cases break robots – we fix that

What Robots Can Handle Today

Structured tasks in controlled environments — real world is messy

Assembly & Inspection

Pick, Place & Inspect

Weld & Polish

Automated Welding

Precision Assembly

Robotic Painting

Why Industrial Robots Fail in the Wild

1. Missing Global Data

Limited diverse training scenarios prevent real-world adaptation

2. Failure Intelligence Gap

Companies build robots but can't anticipate failures

Why Now: Convergence of Technology and Demand

Tech Catalysts

Meta Aria wearables
Multimodal AI Models
Edge Computing advances

Market Drivers

Post-COVID automation surge
Persistent Labor Shortages
Industry 4.0 Acceleration

Market Size & Opportunity

Serviceable Addressable Market (SAM): $3.26B

Industrial robotics training data: $1.86B
Robotics planning software: $800M
Custom automation consulting: $600M

Serviceable Obtainable Market (SOM): $326M

Target 10% market share in 5 years
Focus on manufacturing, semiconductor, logistics verticals

Electrical System Failures

Electrical System Failures

Robotics Automation is Stuck in the Lab

Industrial Foundational Dataset & Failure Mode Intelligence

Industrial Foundational Dataset

Failure Mode Intelligence

Two Core Products

Egocentric Data Platform

Wearable capture devices
AI-powered annotation
Edge processing

Egocentric Data Platform

Planning-as-a-Service

Execution engine
Real-time APIs
Edge case handling

Planning as a Service

Simulators Miss These; We Don't

Patent Protected IP Annotating Real Data

Electrical System Failures

Electrical System Failures

Mechanical Breakdowns

Mechanical Breakdowns

Safety Barrier Violations

Safety Barrier Violations

Chemical Contamination

Chemical Contamination

Ready to Transform Robotics with Real-World Data?

Get in touch with our team to discuss how DataraAI's data engine can power your robotics solutions.

Schedule a Consultation