Training data & consulting
Explore curated external dataset sources for egocentric activity, robotics, audio, images, and language. Discuss custom collections and synthetic examples for gaps in the available data, or work with us on AI strategy, evaluation, and technical decisions.
01Enterprise data & custom datasets
01Enterprise data & custom datasets
First-person video, audio context, activity labels, and object annotations for models that understand what people are doing. Explore external sources or discuss a permissioned custom collection.
02Enterprise data & custom datasets
Discuss demonstrations, action and state records, and robot outcomes for your target tasks. We’re also planning synthetic collections in which simulated robot arms repeat captured human actions.
03Enterprise data & custom datasets
Training datasets for world models that learn about environments and how they change. Discuss your model’s focus and the scenarios you need represented.
02AI strategy
01AI strategy
Examine a workflow, the available data, and the constraints to identify useful applications and their limitations.
02AI strategy
Compare existing tools, model providers, and custom approaches against your requirements and operating costs.
03AI strategy
Define a practical sequence of experiments, review points, and responsibilities before committing to a larger investment.
03Evaluation & prototyping
01Evaluation & prototyping
Design task-specific comparisons that consider quality, failure cases, latency, and cost.
02Evaluation & prototyping
Build a focused proof of concept to investigate an assumption before planning a production system.
03Evaluation & prototyping
Explore how models could use your information and tools, with clear boundaries and human review where needed.
04Technical advisory
01Technical advisory
Review system design, model dependencies, data flows, and operational tradeoffs against your intended use.
02Technical advisory
Map how an AI capability would fit your existing systems, including access controls, monitoring, and handoff.
03Technical advisory
Work through vendor proposals, cost assumptions, and engineering priorities with your team.
Next step
Start with a free 15-minute introductory call with Revanth. We’ll discuss your training data needs or AI challenge and how Matha Labs can help.