Making the future of work equitable.

500 million young people from the Global South will enter the workforce by 2030 — right as the AI revolution matures. We're building the AI literacy ecosystem that gives them a seat at the table, not just a place in the pipeline.

500M+
young people from the Global South entering the workforce by 2030
80%
of global AI research concentrated in just five countries
10M+
new AI-related jobs projected in the next five years

The great AI divide is already here.

5
countries
represent 80% of all AI research output globally
90%
of AI patents
held by corporations in high-income nations
80%
of young people (10–19)
live in Asia and Africa — furthest from AI's centre of gravity
<5%
Global South share
of AI ethics, policy, safety, and advocacy roles worldwide
"The Global South primarily serves as a source of cheap data and labor — with minimal participation in value creation or decision-making."

The conversation about AI education has focused on the wrong question. It's not about training children to serve industry needs. It's about giving them the tools to question, shape, and govern the systems that will govern their lives.

AI shifts tech education from coding to imagination, judgment, and agility. The children who will live most profoundly with these systems are currently the least visible to them.

We build an ecosystem, not just a curriculum.

Edcetera works with schools, NGOs, and institutions to research, design, and implement AI literacy programs that are context-sensitive, politically aware, and grounded in the lived realities of the students we serve.

01 — Curriculum

Critical AI Literacy Program

Hands-on, bilingual instruction covering AI concepts, bias, ethics, and policy. Designed from the Global South perspective — not adapted from Silicon Valley.

Active · Pilot Complete
02 — Assessment

RISE Diagnostic Tool

Our AI literacy assessment measures knowledge, skills, self-efficacy, career awareness, and critical beliefs — providing institutions with actionable data on student readiness.

Active · Validated
03 — Research

Contextual Research & Evidence

We generate evidence on what AI literacy looks like in India's classrooms — publishing findings to advance the field and influence policy.

Ongoing
04 — Policy

Institutional Guidance

Supporting schools and NGOs to develop frameworks for integrating AI literacy into existing structures — beyond one-off workshops.

In Development
05 — Community

Practitioner Network

Connecting educators, researchers, and advocates across the Global South who are working on critical tech literacy — a field that needs more collaboration, not competition.

Building
06 — Careers

Career Pathways Mapping

Expanding what students believe is possible. AI ethics, policy, safety, and advocacy are careers — and marginalized students aren't being shown they exist.

In Development

Our first pilot. Real classrooms. Real results.

In June 2024, we ran a two-week AI literacy pilot with Grade 9 students in Pune, in partnership with Akanksha Foundation. Here's what happened.

+50%
improvement in understanding how AI learns from data
+35%
gain in understanding AI decision-making
+18%
rise in ability to define and explain AI concepts
100%
of measured areas showed statistically significant gains

"Before, I was scared of AI. Now I can explain it."

Grade 9 student · Pune, India

"When we became neurons ourselves, then I understood how input transfers to output."

Grade 9 student · Pune, India

"I never knew Google Assistant or Siri are part of AI. Now I know."

Grade 9 student · Pune, India

"Will AI replace human jobs? We should think about this for our future."

Grade 9 student · Pune, India

AI literacy is not about coding.
It's about power.

From: Individual Skills
To: Collective Agency

Traditional boot camps create individual success stories. We build movements. Our students don't just learn to use AI — they learn to question it, reshape it, and deploy it for community benefit.

From: Technical Training
To: Political Consciousness

Every line of code is a political choice. We teach students to ask: whose problem does this solve? Who benefits? Who bears the cost? This critical consciousness is what transforms tech workers into tech justice advocates.

From: Global Solutions
To: Local Relevance

Silicon Valley solutions don't work for Global South problems. A 15-year-old in rural Bangladesh understands local water management challenges better than any Stanford PhD. We help them build AI solutions that work for their reality.

From: Data Extraction
To: Value Creation

Most AI education treats students as future workers for foreign companies. We're building an ecosystem where young people create value in their communities — for their communities.

Built by people who've worked in these rooms.

Our team comes from education, technology, and social change — with a shared conviction that equity in AI starts in classrooms, not boardrooms.

S
Satyam
Narrative & Partnerships

Nine years across education and technology organisations, with an anti-caste, equity-first lens. Building the story and the coalitions to scale what we're learning.

Teach For India ConveGenius Coursera
A
Aleena
Curriculum & Pedagogy

Designing learning experiences that meet students where they are — bilingual, hands-on, and grounded in the real inequities of the classrooms we work in.

Curriculum Design Critical Pedagogy
P
Pawan
Strategy & Growth

Connecting the vision to the institutions that can make it real — building the partnerships, frameworks, and systems to take AI literacy to scale.

Strategy Stakeholder Engagement
Supported By & Partnering With
Akanksha Foundation Melton Foundation Equitech Futures Anuvaa Academy Teach For India Coursera Columbia Business School Harvard Graduate School of Education

Ready to bring AI literacy to your students?

We partner with schools, NGOs, and institutions across India to design and implement AI literacy programs that actually work for their context.