Affine
Innovation Lab · Programs

Hackathons &
R&D Pods

The two engines that keep Affine ahead of the AI frontier.

20+ hackathons across three arenas - internal, client, and public - keep our blank-page muscle sharp. Persistent R&D Pods take the strongest ideas and turn them into production-grade accelerators. Together they form a continuous innovation loop, feeding both our agent library and our client work.

Run a Hackathon With Us Latest Result: Top 10 of 256
Affine hackathons - teams competing at the AI frontier

Affine Competes & Wins

Top 4%

Hyperspectral Object Tracking 2026

Top 10 of 256 teams · Code verified

Top 1%

DeepLearning.AI Data-Centric AI

#7 of 1,480 teams

Winner

Amazon Sustainability Challenge

1st Place - AWS

Top 1%

Microsoft AI Challenge

#35 of 5,000 teams

Top 1%

Rakuten Recipe Image Classification

#2 of 2,655 teams

Top 5

Intel OneAPI GenAI Challenge

Top 5 Globally

Winner

Bangalore Smart City Challenge

1st Place

Flagship Result · 2026

Top10of 256 teams.

The Sixth Hyperspectral Object Tracking Challenge 2026, run in conjunction with IEEE WHISPERS.

Anyone can top a leaderboard. This result went further: the organisers took our code and re-ran it themselves before confirming it.

Built by the Affine AI CoE team
Read the Full Story
  1. Round 1Top 4%256 teams scored on a held-out test set. The top ten advanced.
  2. Score96%of the winning score.
  3. Round 2 · VerifiedRe-runThe organisers reviewed our code and reproduced the result themselves.
Three Arenas. One Culture.

The Hackathon Cadence

Internal ambition, client partnership, and external competition - all feeding the same innovation flywheel.

Quarterly01

Internal Hackathons

Building the blank-page muscle internally

Our engineers, data scientists, and AI researchers come together quarterly to solve self-defined hard problems. No client briefs, no constraints - just raw problem-solving at the frontier of what AI can do. The best ideas enter our accelerator library.

  • 50+ internal innovations shipped to production
  • Source of Affine's agent accelerator library
  • Cross-functional team building across AI disciplines
On-Demand02

Client Hackathons

Co-innovating with your teams, on your hardest problems

We embed our teams inside client environments for intensive 48–72 hour innovation sprints. Working alongside your domain experts and data teams, we prototype AI solutions for specific business challenges - producing POC-to-production roadmaps in days, not months.

  • Average 3–5 viable prototypes per sprint
  • Client team capability uplift built in
  • Direct path from hackathon winner to Launchpad deployment
Annual03

Public Hackathons

Competing and winning at the frontier of AI

Affine teams regularly participate in the world's leading AI hackathons - from Kaggle to industry-specific challenges. This external exposure keeps us honest, sharp, and aware of what the best minds in AI are building. We don't just observe the frontier - we compete at it.

  • Top placements in global AI competitions
  • Direct knowledge transfer back to client work
  • Talent magnet - attracts the world's best AI builders
Persistent Innovation

The R&D Pods

Hackathons surface the ideas. R&D Pods turn them into production-grade reality. Each pod is a persistent, cross-functional team owning a specific frontier - chartered to ship, not just to publish.

Pod01

Frontier Research Pod

Foundational models · Agentic reasoning · Multi-modal systems

A persistent cross-functional team chasing problems with no precedent - pushing the state of the art in agentic AI architectures, reasoning, and orchestration.

Pod02

Production AI Pod

Deployment patterns · Guardrails · Evaluation frameworks

Owns the productionisation playbooks - what works at scale, what breaks under real-world load, what governance enterprises actually need. Outputs flow directly into the Agentic AI Launchpad.

Pod03

Vertical AI Pod

Industry-specific agent accelerators · Domain LLMs

Translates frontier work into domain-specific, ready-to-deploy templates for CPG, BFSI, Pharma, Manufacturing, and Retail - the agents that show up in our solutions catalogue.

Build With Us

From hackathon to production
in weeks.

Run a client hackathon. Tap into our R&D Pods. Or skip the build and deploy a battle-tested agent. Let's scope your AI challenge together.