How is

Alumni Ventures

Using AI?

Faster deal flow discovery and evaluation

Novelty Rating:

1

/5

Project Overview

Enhancing deal sourcing by scanning public data and networks for high-potential startups.

Layman's Explanation

Instead of waiting for great startups to show up, Alumni Ventures uses AI to go out and find them in the wild—before everyone else does.

Analogy

Like having a truffle-sniffing dog that hunts down the best hidden gems in a forest of startups.

Details

Alumni Ventures uses AI, particularly natural language processing, to analyze public information, news, and signals across the startup ecosystem. The system scans various online sources and internal networks to surface emerging companies that match their investment theses. This helps their team proactively identify promising startups early and evaluate them more efficiently, improving the quality and speed of deal sourcing.

More Use Cases in

Finance

Project Estimates

Estimated Tech Stack

  • Kafka
  • Apache Spark
  • Apache Beam
  • Apache Airflow
  • Argo
  • PyTorch
  • CLIP
  • SigLIP
  • BLIP-2
  • IDEFICS
  • Llama 3.1
  • FAISS
  • Milvus
  • Kubernetes
  • NVIDIA Triton
  • TorchServe
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