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Egocentric data · Physical AI

Real-World Data for the Next Generation of AI.

Human demonstrations, structured data, and quality-controlled datasets for teams building intelligent systems.

Discuss a Project

For robotics & Physical AI · computer vision · speech & voice AI · NLP & LLM data

First-person view of two hands picking up a ceramic cup on a stone kitchen counter, annotated with the time span 00:04.2 to 00:05.8, the object, the action Reach, Grasp, Lift, and a Reviewed status.

Illustrative egocentric frame · hand–object interaction

We are backed by

  • Indian Institute of Technology Kanpur
  • Incubation and Innovation, IIT Kanpur
  • Startup India
  • IndiaAI — a MeitY initiative
  • Ministry of Electronics and Information Technology, Government of India

Solutions

Data for the systems you are building.

First-person view of two hands opening a kitchen drawer of cutlery in a home, annotated with the task Open drawer, the environment Household, a session ID and a timestamp.
Overhead first-person view of two hands sealing a cardboard box on a desk, with the box marked by a labelled bounding box and the action Place, Seal.
Illustrative egocentric frames

Egocentric video data collection

First-person demonstrations for robots and Physical AI.

Real human tasks captured on calibrated rigs, labelled to the sub-action and delivered with consent and provenance.

  • Household, commercial and agricultural tasks
  • Synchronised video, motion and hand data
  • Delivered in LeRobot, RLDS or MCAP
Explore Egocentric DataRequest a Sample

Awards & Recognitions

  • Award ceremony on stage at the IndiaAI Innovation Challenge, in front of a slide titled IndiaAI Application Development Pillar showing the mvaak AI name.
    Ceremony — IndiaAI Application Development Pillar
  • Representative holding the IndiaAI Innovation Challenge award cheque made out to Narottam Innovations Pvt Ltd.
    IndiaAI Innovation Challenge Award

Awarded to Narottam Innovations Pvt Ltd, presented with the mvaak AI name. More about Mvaak

Mvaak Partnerships

Build With Mvaak.

Partner with us to execute real-world data projects through structured workflows, training, and equipment support where applicable.

Who can apply

  • Early-stage startups
  • Technical teams
  • Data collection operators
  • Founding teams

What Mvaak may provide

  • Equipment accessCapture devices may be provided where agreed and available.
  • Practical trainingLearn the agreed workflow before work begins.
  • Clear specificationsDocumented tasks, deliverables and quality criteria.
  • Future opportunitiesPartners who deliver well may be considered for more work.
Explore PartnershipsApply to Partner

Applying is free. Every collaboration is agreed in writing first.

First-person view of gloved hands tightening a screw on an industrial machine panel, with the tool marked by a labelled bounding box — the kind of real-world capture task a partner team executes.
Illustrative: first-person capture of the kind of task partner teams execute.

How it works

  1. 1Apply
  2. 2Evaluation
  3. 3Discuss the terms
  4. 4Training & setup
  5. 5Execute
  6. 6Review & grow

Start a project

What Does Your AI Need to Learn?

Tell us about your data requirements, and let’s explore the right approach.

Start a Conversationteam@mvaak.com