Sourcebae | Train Better AI with human Experts and Real-World Data

Tomorrow’s AI Starts with the Right Data

Sourcebae helps AI teams train and evaluate models with expert-created datasets, human feedback, and real-world data for robotics and Physical AI.

Vetted domain experts

Real-world data collection

Quality-assured delivery

Trusted by AI labs, robotics teams, and enterprises.

The expertise and real-world data your AI needs to learn

Train and evaluate AI with specialist knowledge and real-world task
demonstrations. Sourcebae manages the people, data collection,
and quality review from sourcing to delivery.

Domain Experts

Connect AI teams with domain experts who help train, evaluate, and improve AI models across specialized fields

Physical AI Data Collection

Build high-quality datasets through structured capture workflows, distributed networks, and quality checks

Train and evaluate AI with real domain expertise

Sourcebae connects you with domain experts to create, review, and evaluate AI data, with fully managed workflows.

Expert Training Data

Create domain-specific prompts, reference answers, demonstrations, and review rubrics for supervised fine-tuning.

Human Feedback & Preference Ranking

Compare model responses and rank them for accuracy, relevance, instruction following, and domain quality.

Model Evaluation & Benchmarking

Assess responses against expert-defined criteria to identify errors, knowledge gaps, and inconsistent performance.

Red Teaming & Safety

Test challenging prompts and scenarios to uncover unsafe responses and domain-specific failure cases.

Multilingual & Multimodal Annotation

Review and label text, images, audio, and video with language and subject expertise matched to the task.

Managed Expert Teams

Build a project-specific team with coordinated onboarding, task allocation, review, and quality monitoring.

Household

Cooking, cleaning, folding clothes, organizing objects, appliance use and other daily activities.

Manufacturing

Assembly, inspection, machine operations, packaging, material handling and production tasks.

Warehouses

Picking, placing, packing, sorting, scanning, loading and shelf operations.

Workshops

Mechanical repair, automotive work, equipment servicing and tool-based tasks.

Commercial Spaces

Retail stores, commercial kitchens, laundries, food processing and other workplaces.

Agriculture

Harvesting, sorting, grading, tool use, crop handling and outdoor work.

Construction & Job Sites

Material handling, measuring, drilling, fastening, installation, inspection, site preparation and equipment operation.

Healthcare & Assisted Living

Patient support workflows, medical equipment handling, room preparation, supply organization and assisted-living activities.

Hospitality & Food Service

Table setup, food preparation, kitchen operations, cleaning, room service, housekeeping and guest-service workflows.

Logistics & Transportation

Package handling, vehicle loading, delivery preparation, route-based tasks, cargo organization and transportation workflows.

Laboratories & Research Facilities

Sample handling, equipment operation, inspection, preparation workflows, controlled experiments and laboratory organization.

Offices & Professional Workspaces

Document handling, desk organization, equipment setup, mailroom workflows, supply management and administrative tasks.

Automotive & Mobility

Vehicle inspection, maintenance, repair, part handling, assembly, cleaning and service-center workflows.

Mining & Heavy Industry

Equipment operation, inspection, material handling, maintenance, safety procedures and industrial workflows.

Tomorrow’s AI Starts with the Right Data