DeepLearning.AI Data-Centric AI
#7 of 1,480 teams
Innovation Lab · Programs
Hackathons &
R&D Pods
The two engines that keep Affine ahead of the AI frontier.
25+ 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.
Affine Competes & Wins
Amazon Sustainability Challenge
1st Place - AWS
Microsoft AI Challenge
#35 of 5,000 teams
Rakuten Recipe Image Classification
#2 of 2,655 teams
Intel OneAPI GenAI Challenge
Top 5 Globally
Bangalore Smart City Challenge
1st Place
DeepLearning.AI Data-Centric AI
#7 of 1,480 teams
Amazon Sustainability Challenge
1st Place - AWS
Microsoft AI Challenge
#35 of 5,000 teams
Rakuten Recipe Image Classification
#2 of 2,655 teams
Intel OneAPI GenAI Challenge
Top 5 Globally
Bangalore Smart City Challenge
1st Place
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 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.