QubeQUBE

Capabilities

Built to scale from pilot to production

Fast starts, real volume, and coverage across every major Indian language — with more regions coming online.

Languages

Hindi, Bengali, Odia, Tamil, Kannada, Gujarati, Punjabi, Marathi, Nepali, Bhojpuri, Assamese, Manipuri, English — 13 languages across all major Indian regions.

Project Start

Ready to begin within 1-2 weeks of project brief and sample approval.

Volume

Pilot runs from 500 hours. Scale up to 10,000+ approved hours per month.

Data Network & Factory Access

Qube operates a physical network of 100 manufacturing facilities across India, spanning 9 industrial sectors. Factory-floor relationships give clients direct access to authentic task demonstration data — collected, QA-validated, and annotated through our own pipeline before delivery.

100

Factory Connections

150,000 hrs

Industrial Data Network

9

Manufacturing Sectors

Sectors: Electronics · Technical Textiles · Garments · Automobile · Perfume · Ancillary · Slippers · Shoes · Leather Works
Off-the-shelf available: 2,000 hrs electronics assembly · 2,000 hrs automotive manufacturing
Connected factories supply brands including: boAt (electronics) · TVS · Bajaj · BMW (automotive)

Healthcare & Pharma

Access to 50+ pathogen labs across India for procedural footage — surgical AI, pharmaceutical manufacturing, and lab automation training data.

Research-Grade Production

200 hours per week of annotated research-grade data on demand for academic and frontier AI teams.

Household / Consumer AI

150 dedicated household contributors with 50+ GoPro rigs and studio setups for home robotics and daily-activity training data.

Validation Pipeline

Every dataset QA-checked through our own pipeline — hand visibility, PII, narration quality, and annotation accuracy. Clients receive clean, model-ready data without raw processing overhead.

Regions

Active

India

Manufacturing environments: auto components, electronics assembly, pharma packaging.

Exploring

South America + Philippines

Early-stage exploration for future expansion.

Planned

SEA + Japan

On the roadmap for future regional expansion.