
[HUB]
AI & Data Hackathon
All your needs in one place
Stages
Stage 1 - Registration Opens
SEPTEMBER 1–24
Sign up, form your team, and get ready to compete against AI & Data professionals across LATAM.
Stage 2 - Challenge Live
SEPTEMBER 25 – OCTOBER 5
The challenge is live. You have 10 days to build, test, refine, and submit your solution.
Stage 3 - Expert Evaluation
OCTOBER 6–15
Factored experts evaluate submissions and select the teams advancing to the final stage.
Stage 4 - Finalists & Awards
OCTOBER 15–16
Finalists are announced, followed by the award ceremony and the reveal of the Hackathon winners.
The Challenge
Build an AI-first customer service system for a real-world banking environment.
Think beyond the demo. Design for production, considering privacy, explainability, fairness, reliability, and scalability while making explicit trade-offs across autonomy, accuracy, latency, cost, and human oversight.
Teams should justify where AI is appropriate, where deterministic logic is preferable, and how the system is evaluated for quality and safety.
- Real Interactions & Data: Leverage data from enterprises like Fortune 500’s
- Cutting-Edge Solutions: Solve an issue Fortune 500 enterprises face every day
- Innovative AI: Create a first-of-its-kind use of AI

Evaluation Dimensions & Submission Requirements
Quality Over Quantity.
You don’t need to maximize every dimension. Build a focused solution, make deliberate technical choices, and be ready to defend them.
Technical Judgment
Architecture, trade-offs, reliability, safety, and production readiness.
AI Engineering
Backend, frontend, system integration, and deployment.
Data Engineering
Data quality, pipelines, preparation, and reproducibility
Machine Learning
Modeling approach, evaluation, baselines, and performance.
Data Analytics
Metrics, insights, visualization, and decision support.
factored-hackathon-2026-[your-team-name]
Share a working link to your tool.
Explain your approach, results, and key technical decisions.
Demonstrate the working solution and explain your core architectural decisions.
Support
Where do I get support?
Join the Hackathon Slack for official updates, challenge questions, technical support, and announcements throughout the competition.
Where do I find the challenge materials?
Access the problem statement, dataset, Data Dictionary, Dataset Summary, and other resources you’ll need to build your solution.
Where do I get a team?
Looking for teammates? Join #find-a-team on Slack to connect with other participants and form your team.