AI Creates Possibilities

Use Cases Help Unlock Them

AI Creates Possibilities

Use Cases Help Unlock Them

People+ai connects do-ers, dreamers, tinkerers, and innovators with ideas & resources to build an ecosystem that can empower a billion people to reach their potential

People+ai catalyses collective innovation and addresses challenges that no single organisation can tackle alone. Together, we advance AI for a better, inclusive future.

People+ai connects do-ers, dreamers, tinkerers, and innovators with ideas & resources to build an ecosystem that can empower a billion people to reach their potential

USE CASES

USE CASES

Verticals

Horizontals

Verticals Create Value

Agriculture
Climate
Law
Healthcare
Livelihoods
Justice
Transportation
Govt. Services
Education

Verticals

Horizontals

Verticals Create Value

Agriculture
Climate
Law
Healthcare
Livelihoods
Justice
Transportation
Govt. Services
Education

Verticals

Horizontals

Verticals Create Value

Agriculture
Climate
Law
Healthcare
Livelihoods
Justice
Transportation
Govt. Services
Education

Making AI Work at Scale

Making AI Work at Scale

Making AI Work at Scale

As AI is rapidly evolving, the real friction lies not in building technology but in ensuring safe impact and adoption at-scale, beyond early pilots.


People+ai is stewarding the Use Case Adoption Framework to bridge the gaps faced during adoption.

As AI is rapidly evolving, the real friction lies not in building technology but in ensuring safe impact and adoption at-scale, beyond early pilots.


People+ai is stewarding the Use Case Adoption Framework to bridge the gaps faced during adoption.

As AI is rapidly evolving, the real friction lies not in building technology but in ensuring safe impact and adoption at-scale, beyond early pilots.


People+ai is stewarding the Use Case Adoption Framework to bridge the gaps faced during adoption.

How We Work

How We Work

Our Approach to
AI for Good

Everything we do centres on use cases—designed with people, tested for safety, and built to scale.

People+ai catalyses collective innovation and addresses challenges that no single organisation can tackle alone. Together, we advance AI for a better, inclusive future.

Everything we do centres on use cases—designed with people, tested for safety, and built to scale.

People-First Design

People aren't an afterthought. We build for farmers, students, entrepreneurs, and communities from day one—designing for their lived realities, trust networks, and actual constraints.

People-First Design

People aren't an afterthought. We build for farmers, students, entrepreneurs, and communities from day one—designing for their lived realities, trust networks, and actual constraints.

People-First Design

People aren't an afterthought. We build for farmers, students, entrepreneurs, and communities from day one—designing for their lived realities, trust networks, and actual constraints.

Build for Scale

We focus on systems that move beyond proof-of-concept to serve millions. Our work transforms promising pilots into reliable infrastructure that reaches diverse populations.

Build for Scale

We focus on systems that move beyond proof-of-concept to serve millions. Our work transforms promising pilots into reliable infrastructure that reaches diverse populations.

Build for Scale

We focus on systems that move beyond proof-of-concept to serve millions. Our work transforms promising pilots into reliable infrastructure that reaches diverse populations.

Safety from the Start

Safety, trust, and steerability in both design and scale are critical for AI adoption and alignment. We build governance frameworks that protect users while enabling innovation.

Safety from the Start

Safety, trust, and steerability in both design and scale are critical for AI adoption and alignment. We build governance frameworks that protect users while enabling innovation.

Safety from the Start

Safety, trust, and steerability in both design and scale are critical for AI adoption and alignment. We build governance frameworks that protect users while enabling innovation.

Shared Enablers: Data & Voice

We unlock fragmented data and build multilingual AI that works in local languages, dialects, and low-literacy contexts. We create the shared infrastructure that makes AI accessible and affordable across the Global South.

Shared Enablers: Data & Voice

We unlock fragmented data and build multilingual AI that works in local languages, dialects, and low-literacy contexts. We create the shared infrastructure that makes AI accessible and affordable across the Global South.

Shared Enablers: Data & Voice

We unlock fragmented data and build multilingual AI that works in local languages, dialects, and low-literacy contexts. We create the shared infrastructure that makes AI accessible and affordable across the Global South.

DPI Thinking for AI

We apply Digital Public Infrastructure principles to AI systems—building them as shared, interoperable rails that enable market participation and innovation at scale. We build with a problem-first approach to ensures progress in one use case benefits many.

DPI Thinking for AI

We apply Digital Public Infrastructure principles to AI systems—building them as shared, interoperable rails that enable market participation and innovation at scale. We build with a problem-first approach to ensures progress in one use case benefits many.

DPI Thinking for AI

We apply Digital Public Infrastructure principles to AI systems—building them as shared, interoperable rails that enable market participation and innovation at scale. We build with a problem-first approach to ensures progress in one use case benefits many.

What We Do

What We Do

What We Do

People+ai eases friction in population-scale AI adoption in India — driven by the belief that transformation must be people-centric, use case driven, and with technology following society’s needs.

People+ai catalyses collective innovation and addresses challenges that no single organisation can tackle alone. Together, we advance AI for a better, inclusive future.

People+ai eases friction in population-scale AI adoption in India — driven by the belief that transformation must be people-centric, use case driven, and with technology following society’s needs.

Co-Creation Spaces

Shared discovery of possibilities

We organize spaces to enable knowledge sharing across the AI ecosystem—bringing together intermediaries, beneficiaries, innovators, and implementers.

Understanding the "people" in People+AI is central to our vision.


We listen deeply to user groups and their unique needs, surface impactful use cases, and convene collaboration between beneficiaries, startups, researchers, and developers.


Our goal is to unlock the role of AI in serving real needs for positive and equitable impact in people's lives.

Co-Creation Spaces

Shared discovery of possibilities

We organize spaces to enable knowledge sharing across the AI ecosystem—bringing together intermediaries, beneficiaries, innovators, and implementers.

Understanding the "people" in People+AI is central to our vision.


We listen deeply to user groups and their unique needs, surface impactful use cases, and convene collaboration between beneficiaries, startups, researchers, and developers.


Our goal is to unlock the role of AI in serving real needs for positive and equitable impact in people's lives.

Co-Creation Spaces

Shared discovery of possibilities

We organize spaces to enable knowledge sharing across the AI ecosystem—bringing together intermediaries, beneficiaries, innovators, and implementers.

Understanding the "people" in People+AI is central to our vision.


We listen deeply to user groups and their unique needs, surface impactful use cases, and convene collaboration between beneficiaries, startups, researchers, and developers.


Our goal is to unlock the role of AI in serving real needs for positive and equitable impact in people's lives.

Adoption Research

Deep dive of adoption frictions

We study and publish the challenges that stand in the way of large-scale AI adoption across sectors.


Research forms the backbone of our work—enabling people-centric, insights-based decision-making. We focus on surfacing systemic challenges and generating insights that guide AI development.


Our projects span technical, societal, and policy research, addressing both sector-specific needs and AI-native questions that shape how technology serves people at scale.

Adoption Research

Deep dive of adoption frictions

We study and publish the challenges that stand in the way of large-scale AI adoption across sectors.


Research forms the backbone of our work—enabling people-centric, insights-based decision-making. We focus on surfacing systemic challenges and generating insights that guide AI development.


Our projects span technical, societal, and policy research, addressing both sector-specific needs and AI-native questions that shape how technology serves people at scale.

Adoption Research

Deep dive of adoption frictions

We study and publish the challenges that stand in the way of large-scale AI adoption across sectors.


Research forms the backbone of our work—enabling people-centric, insights-based decision-making. We focus on surfacing systemic challenges and generating insights that guide AI development.


Our projects span technical, societal, and policy research, addressing both sector-specific needs and AI-native questions that shape how technology serves people at scale.

Open Blueprints

Support adopters to scale up with trust

We identify priority areas each year—issues too complex for any single actor to solve—and design accelerator programs that mobilize collective action around them.


Blueprints transform insights from spaces and research into actionable tools and frameworks. They are designed for adoption by external institutions and individuals, creating pathways for high-impact AI implementations across sectors.


These are not just recommendations—they are practical environments and programs that enable coordinated progress on shared challenges.

Open Blueprints

Support adopters to scale up with trust

We identify priority areas each year—issues too complex for any single actor to solve—and design accelerator programs that mobilize collective action around them.


Blueprints transform insights from spaces and research into actionable tools and frameworks. They are designed for adoption by external institutions and individuals, creating pathways for high-impact AI implementations across sectors.


These are not just recommendations—they are practical environments and programs that enable coordinated progress on shared challenges.

Open Blueprints

Support adopters to scale up with trust

We identify priority areas each year—issues too complex for any single actor to solve—and design accelerator programs that mobilize collective action around them.


Blueprints transform insights from spaces and research into actionable tools and frameworks. They are designed for adoption by external institutions and individuals, creating pathways for high-impact AI implementations across sectors.


These are not just recommendations—they are practical environments and programs that enable coordinated progress on shared challenges.

Shape Narratives

Inspire through stories

We document and share stories from the field—not for publicity, but for preservation and learning. Each story captures lived experience: what worked, what didn't, and what we learned about making AI safe, inclusive, and equitable.


These narratives shape understanding across the ecosystem and create soft power for responsible AI adoption.

Shape Narratives

Inspire through stories

We document and share stories from the field—not for publicity, but for preservation and learning. Each story captures lived experience: what worked, what didn't, and what we learned about making AI safe, inclusive, and equitable.


These narratives shape understanding across the ecosystem and create soft power for responsible AI adoption.

Shape Narratives

Inspire through stories

We document and share stories from the field—not for publicity, but for preservation and learning. Each story captures lived experience: what worked, what didn't, and what we learned about making AI safe, inclusive, and equitable.


These narratives shape understanding across the ecosystem and create soft power for responsible AI adoption.