Align.
Adapt.
Grow.
Co-design strategies, research and technology that build resilience and lasting value. For the people they serve, and the world they sit inside.
Koi baat nahi. We've got you.
KoBaatNi is a design research and technology lab working across Finance, Healthcare, Education, Agriculture, Housing and Mental Health.
Shouldering sensible innovation.
Research, design, technology. Together.
Design Research
Qualitative and quantitative, ethnographic and systemic. Architects, lawyers, policy researchers and social scientists on the same project. We meet people where they are, not where a brief assumes they will be.
Ethnography, Participatory Design, Systems MappingTechnology & AI
We work with founders to integrate AI as a structural decision, not a feature. Privacy, context and language built in from the start. We also help ventures reassess their business as a whole system, not just a product.
AI Integration, Prompt Design, Local-FirstEcosystem & Strategy
Co-design strategies built for genuine resilience. Working with governments, conglomerates and new ventures to understand the ecosystem a product sits inside, not just the product itself.
Co-design, Governance, Long-term Value
The right people,
the right questions,
for your context.
Good work starts with listening. We bring the disciplines the problem needs — a lawyer, an engineer, an architect, an ethnographer. The method follows. It does not lead.
Koi baat nahi. Whatever the complexity, we have got you.
"Shouldering sensible innovation."
KoBaatNi Design
VM.ai
Made in India.
VM.ai is KoBaatNi's AI research product. Local, private, secure. Built for India's infrastructure, languages and connectivity realities — because AI should work for everyone, not only those with broadband and English.
Made in India
Built here, for here. Not adapted from elsewhere.
Private by Default
Your data stays yours. On-device, always.
Regional Languages
Hindi, Tamil, Bengali, Telugu. First-class, not translated.
Offline-Capable
Works without bandwidth. Designed for the real world.
Not a switch. A constraint.
Privacy by Architecture
Designed in. Not added later.
Privacy, Consent, SovereigntyPrompt Contextualization
Context is data. Strip it and you lose truth.
Context, Culture, HonestySecurity as a Commons
If it's critical, it shouldn't be proprietary.
Open Audit, Shared RiskLanguage as Infrastructure
Not a feature. A foundation.
Multilingual, Local-FirstEcological Accountability
What does it extract? What does it give back?
Regeneration, PlanetCommunity Co-Design
Shaped by the people it affects. Always.
Co-Design, InclusionVM.ai is hiring
Engineers, AI researchers and language specialists who care about privacy, access and the communities who will use what we build. India-based, remote-first.
Setting roots.
Building forward.
KoBaatNi is registered in the United States and actively building its India presence. Our team brings deep roots in Indian public sector research, design education and technology practice.
We are open to partnerships with government bodies, research institutions and grant-making organisations. Finance, Healthcare, Education, Agriculture, Housing or Mental Health — we would like to be in the room.
Our founding team brings experience across design research, technology policy, AI architecture and systems strategy. US-registered, India-rooted. A dual-jurisdiction structure suited to US-India partnerships and international research funding.
Our team has worked with
Koi baat
nahi.
Whether you are a founder reassessing direction, an organisation rethinking systems, a government designing better services, or a research institution looking for a partner, we are here.
connect@kbn.designStay in the loop
Research dispatches and ecosystem notes. No noise, no extraction.