Kumbh Labs

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Kumbh Labs
Partnerships

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An open research community

Build practical AI
together.

Kumbh Labs brings together researchers, volunteers, practitioners, and local communities to explore open AI systems that matter in the real world.

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One collaboration, three connected strengths

01

Project
NANDA

Open infrastructure and research for agents that discover, verify, and coordinate across independent systems.

02

Kumbh
Labs

A practical research environment for multilingual, decentralised AI at public scale.

03

Kumbhathon
Foundation

Grounded innovation: local context, community learning, field studies, and pathways to real use.

Kumbh Labs community

Why Get
Involved

01

Contribute to open, decentralized AI research.

Explore agent discovery, verifiable identity, secure coordination, and interoperability—shared challenges for systems where many agents, organisations, and communities work together.

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02

Study practical AI in a field setting.

Learn from real constraints: multilingual and voice-first interaction, intermittent connectivity, accessibility, navigation, service discovery, and dense public environments.

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03

Learn with a global community.

Find a pathway into Project NANDA’s global chapters, workshops, researchers, and open-source contributors—built for shared learning and substantive participation.

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04

Root the work in local context.

Start with a real challenge, community insight, and local knowledge; then explore what can be learned, built, and responsibly carried forward through the Kumbhathon ecosystem.

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A community-led research practice

“Bring a question, a local need, a lived experience, or an idea worth exploring.”

Together, we can shape it into a field study, community build, open contribution, or practical prototype—with learning that remains useful beyond the first demonstration.

Participation

Ways to Get
Involved

Every pathway creates room to learn in the open, contribute with care, and make something useful with others.

02 / Research

Research &
field studies

Explore a question around trust, edge AI, multilingual interaction, agent safety, or public digital infrastructure with people and places in view.

  • Field study or research prototype
  • Technical note or workshop paper
  • Open reference implementation

03 / Shared practice

Institutional
partnerships

Bring a public-interest question or organisational learning need into a small, thoughtful build—centred on safety, interoperability, and care.

  • Shared problem framing
  • Small prototype or research sandbox
  • Learning and next steps

04 / Startup + community

Builds for
local needs

Work on a public or urban challenge with problem access, mentor support, and a path to learn from a locally grounded field trial.

  • Use-case exploration
  • Prototype and community learning
  • Evidence to guide what comes next

05 / Community support

Support
the commons

Resource work that matters: accessibility, multilingual public assistance, youth learning, local livelihoods, and shared digital infrastructure.

  • Sponsored fellows or local workshops
  • Public-interest prototype
  • Clear, humane impact reflection

Stories from the community

Success Stories

Hexaware ×
Project NANDA

A three-month remote fellowship supported a cohort of 10+ fellows working on live open-source agent infrastructure. It paired mentorship and stipends with real contributions to agent discovery, verifiable identity, and secure coordination.

Read the story ↗

From challenge
to reviewed code

Public contributions in Nanda Town show contributors tackling practical protocol problems such as delegatable authorization, privacy, and cascading revocation—with proposals that can be technically reviewed and merged.

Explore Nanda Town ↗

Innovation that
stays local

Kumbhathon’s 2015 work helped lead to Digital Impact Square in Nashik. It is a useful reminder that the goal is not an event—it is lasting local innovation capacity.

See Kumbhathon impact ↗

Start with a question

What could we learn
together?

Tell us about the people, place, or question you care about. We will help find a thoughtful way to explore it with the community.

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