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StudAI Foundry Season 2

Real problems. Working AI. Proven impact.

StudAI Foundry is a structured AI innovation and hackathon platform where builders move from a meaningful real-world problem to a validated solution blueprint, working prototype and physical final.

Season 2 challenges participants to build intelligent solutions for the United Nations Sustainable Development Goals through a guided three-lock journey, AI-supported evaluation and human verification.

Season 2 themeAI for SDG Goals AttainmentBuilding Intelligent Solutions for Sustainable Impact
  • ₹2,00,000 combined prize pool
  • Chennai and Coimbatore
  • Two physical editions
  • Three evaluated build locks
  • Teams of 1–3 members
  • Separate finalists and winners per edition

Season 2 currently lists Chennai on 28 August 2026 and Coimbatore in the first week of September 2026, with ₹1,00,000 allocated to each edition.

What is StudAI Foundry?

More than a one-day hackathon

Most hackathons begin with an idea and end with a presentation. StudAI Foundry is designed differently. Participants must understand a genuine problem, connect it to an appropriate SDG, design a responsible AI solution, develop a working prototype and prove that the solution can create measurable value.

Every stage strengthens the project before teams reach the physical finals.

Traditional hackathon

  • Submit an idea
  • Build under time pressure
  • Present once
  • Wait for results
  • Leave with a certificate

The Foundry model

  • Identify a meaningful problem
  • Study the users and supporting evidence
  • Define the role of AI
  • Receive structured feedback
  • Design the complete solution
  • Build a working prototype
  • Demonstrate evidence
  • Present before a physical jury
  • Carry the proof into future opportunities

A progression from a real problem to an evaluated blueprint, working prototype and physical final — not merely a pitch competition.

Built on the proof of Season 1

One season created a community of builders

StudAI Foundry Season 1 demonstrated that students are ready to move beyond classroom exercises and build practical AI solutions.

700+

participants

100+

colleges

  • A growing founder-builder community
  • Student-led AI projects and live demonstrations
  • New directions for projects with startup potential
  • A platform connecting innovation, entrepreneurship and applied AI

Season 1 proved the model

Season 1 showed that participants do not only need competition. They need:

  • Structure
  • Feedback
  • Accountability
  • Mentorship
  • Visibility
  • A pathway beyond the final event

Season 2 expands that model through two equal editions and a stronger connection to the wider StudAI One ecosystem.

The Season 2 challenge

AI for SDG Goals Attainment

Every Season 2 project must address a real problem connected to one or more of the 17 United Nations Sustainable Development Goals. The SDG must be relevant to the problem — not added only as a label. The AI component must also play a meaningful role in the solution.

Teams are expected to demonstrate

  1. A clearly defined real-world problem
  2. Evidence that the problem exists
  3. A genuine target user or community
  4. Meaningful SDG alignment
  5. A responsible use of AI
  6. A practical implementation approach
  7. A working prototype
  8. A measurable impact direction

Potential challenge areas

  • Healthcare and well-being
  • Education and accessibility
  • Agriculture and food systems
  • Climate and environmental action
  • Sustainable cities
  • Employment and livelihoods
  • Financial inclusion
  • Equality and inclusion
  • Public systems
  • Responsible consumption

Challenge areas map across all 17 SDGs. AI, impact measurement, safety and responsible use must form part of the project — not remain decorative additions.

The three-lock journey

Define. Design. Prove.

Participants do not submit everything at once. They progress through three structured build locks — each producing structured feedback before the next stage.

Lock 01

Define

Understand the problem worth solving

Teams clarify

  • The problem
  • Evidence supporting the problem
  • Who is affected
  • Target users
  • SDG alignment
  • The AI opportunity
  • Expected impact

Teams receive

  • Criterion-level feedback
  • Identified strengths
  • Identified weaknesses
  • Practical improvement directions
Lock 02

Design

Create the complete solution blueprint

Teams develop

  • The user journey
  • Solution architecture
  • Technology approach
  • AI model or capability
  • Data strategy
  • Responsible-AI considerations
  • Feasibility plan
  • Impact measurements

Teams receive

  • Architecture feedback
  • Feasibility guidance
  • AI approach review
  • A clear improvement path toward the prototype
Lock 03

Prove

Demonstrate that the solution works

Teams submit

  • Working prototype
  • GitHub repository
  • Demo video
  • Screenshots
  • Live product or demonstration link
  • Final architecture
  • Team contribution declaration
  • Known limitations

What happens next

  • AI recommendation
  • Human verification
  • Edition-specific finalist selection

AI recommendationHuman verificationEdition-specific finalist selection

What every registered team receives

Value begins before the physical final

Foundry is not designed only for the teams that win. Every genuine paid team receives access to the structured build journey.

  • Access to all three locks
  • Structured project development
  • AI-supported evaluation reports
  • Criterion-level recommendations
  • Responsible-AI guidance
  • Resources for each stage
  • Community access
  • Participation recognition
  • A stronger project portfolio
  • Opportunity to qualify for the physical final
  • Proof of progression from problem to prototype

Payment provides access to the complete build journey but does not guarantee physical-final selection. Finalists are selected through evaluation and human review.

AI feedback. Human accountability.

Technology supports the evaluation. People remain responsible.

Foundry uses AI to evaluate submissions against structured criteria and provide faster, detailed feedback. However, AI does not independently decide the finalists or winners.

AI recommends.Humans verify.
  1. Published evaluation criteria
  2. Criterion-level AI feedback
  3. Scores, strengths and weaknesses
  4. Human verification
  5. Moderation when significant score differences appear
  6. Physical jury decision for final winners

Outcomes beyond the prize

Your project becomes proof of what you can do

A résumé can list skills. A Foundry project can demonstrate them. Participants leave with practical evidence of their ability to understand problems, use AI responsibly, collaborate, design systems, build products and present outcomes.

Placement-oriented visibility

Eligible participants may carry their evaluated project evidence into placement-oriented opportunities through the StudAI One ecosystem and StudAI Hire.

  • Evaluated project portfolio
  • Proof of technical and problem-solving ability
  • GitHub contribution history
  • Verified participation
  • Finalist or winner recognition
  • Stronger interview narratives
  • Visibility for suitable opportunities

Participation does not guarantee employment. Access to opportunities depends on performance, eligibility, consent and available requirements.

Startup guidance

Projects with genuine potential may receive further guidance through the StudAI One ecosystem — carrying validated problems, reviewed blueprints and working prototypes toward mentorship, showcase and ecosystem connections.

  • Problem validation
  • Startup-readiness guidance
  • Mentor connections
  • Product-direction support
  • Founder-development opportunities
  • Incubation-oriented introductions
  • Ecosystem visibility
  • Continued community access

Startup guidance, incubation or ecosystem support depends on the quality, readiness and potential of the project. Participation does not guarantee funding or incubation.

Two equal editions

Two cities. Two physical finals. Two sets of winners.

Season 2 is conducted through two equal physical editions. Neither edition is secondary — each has its own finalists, jury, prize pool and winners.

Chennai Edition

Date
28 August 2026
Venue
Rajalakshmi Institute of Technology
Prize pool
₹1,00,000 prize pool

Coimbatore Edition

Date
First week of September 2026
Venue
Announcement coming soon
Prize pool
₹1,00,000 prize pool

Combined Season 2 prize pool

₹2,00,000

Recognition for the build, not only the result

Finalists present their work physically before an edition-specific jury, while every paid team receives access to the complete structured journey.

  • Separate winner sets
  • Physical jury exposure
  • Finalist recognition
  • Participation recognition
  • Project showcase opportunities
  • Ecosystem connections

Who can participate?

Builders from every discipline

Foundry is not limited to computer science students. Strong teams combine technical ability with domain understanding.

  • Students from any discipline
  • Developers
  • Designers
  • Researchers
  • Management students
  • Healthcare students
  • Agriculture students
  • Social-science students
  • Working professionals
  • Independent innovators

1–3

members per team

You do not need to begin with a perfect product. You need:

  • A meaningful problem
  • A committed team
  • A willingness to learn
  • The determination to build

Beyond the teams

Lead Foundry on your campus

Campus Ambassador Programme

Campus Ambassadors represent StudAI Foundry within their institutions and help create stronger student innovation communities.

Ambassadors help to

  • Promote Foundry through approved channels
  • Encourage student registrations
  • Connect with clubs and departments
  • Explain the three-lock journey
  • Build awareness around AI and the SDGs
  • Coordinate with the StudAI One team
  • Support the campus innovation community

They can gain

  • Leadership experience
  • Official recognition
  • Campus Ambassador certificate, subject to contribution
  • Direct exposure to the StudAI One team
  • Community-building experience
  • Networking opportunities
  • Personal and campus visibility

For colleges and institutions

Build an AI and SDG innovation movement on your campus.

Institutions can participate by

  • Promoting student registrations
  • Nominating Campus Ambassadors
  • Assigning a faculty coordinator
  • Supporting interdisciplinary teams
  • Connecting innovation and entrepreneurship cells
  • Encouraging SDG-focused problem discovery
  • Supporting selected teams through the build journey
  • Collaborating as a host, knowledge or ecosystem partner

Institutional value may include

  • Student innovation evidence
  • SDG-focused project documentation
  • Innovation and entrepreneurship outcomes
  • Campus Ambassador activity records
  • Participant, finalist and winner recognition
  • Institutional visibility
  • Project showcase opportunities
  • Outcome reports based on verified activity

StudAI Foundry Season 2

Do not just say you can build. Prove it.

Start with a real problem. Improve through structured feedback. Build a working AI solution. Present it before the people who can recognise what you have created.

Chennai and Coimbatore · Teams of 1–3 · ₹2,00,000 combined prize pool