💡 Challenges

🤖 Structured Finance-native Agent Framework: Every AI project in structured finance rebuilds the same foundations from scratch. The result is fragmented tooling that can’t travel between firms.

What would an open agent framework native to structured finance look like – combining domain primitives, data connectors, and an orchestration layer that lets any team build reliable, auditable agents without starting from scratch?

More information here -> https://github.com/orgs/Algoritmica-ai/discussions/77

⚙️ World Model for Credit: Loan tapes encode rich behavioural sequences, e.g. payments, arrears, cures, defaults, collateral updates, recoveries and prepayments.

Credit teams don’t need another scorecard. They need representations that transfer across asset classes, jurisdictions, and operational workflows.

How might we build an open, NVIDIA-accelerated foundation model that learns the full context of credit so that the resulting embeddings can be reused across default prediction, anomaly detection, and cash-flow forecasting?

More information here -> https://github.com/orgs/Algoritmica-ai/discussions/78

⚡Asset-Backed Technology: Data centers, GPU clusters, autonomous fleets, modular reactors: a new generation of hard-tech assets is being financed through asset-backed structures. But the credit infrastructure hasn’t caught up.

How might we turn real-time asset performance data into credit intelligence for a new generation of collateral?

Best Practices

Team Formation: Maximum 5 people. Diverse skills in programming, finance, and product management increase your chances of success.
Use Office Hours: Join our live sessions every Friday at 11am and 6pm CEST for Q&A, brainstorming, and networking.
Build Prototypes: Working prototypes are encouraged but well-thought-out concepts are also welcome.
Prepare Your Demo: On Demo Day (June 10) get ready to demo your prototype, whether you’re online or in Barcelona!
Leverage Community: Connect with organizers and fellow participants via the message boards.