Discovering cutting-edge research

The client

Our client, a leading evergreen fund in China, specializes in investments in biopharmaceuticals and advanced technologies. With a DPI exceeding 10, their success hinges on staying ahead of the curve with the latest research and identifying investment opportunities in a highly specialized field where expertise must rival that of scientists.

The challenge

Although the client’s team employed PhD interns to scan top academic journals such as Nature and Science weekly, the manual process isn’t able to cover hundreds of other journals. Additionally, using fixed keyword searches limited their ability to explore emerging and unknown fields, hindering their ability to discover new investment opportunities.

Our solution

We curated a comprehensive list of over 50 top academic journals and more than 20 prominent laboratories, gathering their updates over time to compile a dataset of 2,000 academic papers. We then invited the client to label titles valuable for their investment decisions, creating a robust training set. Using our proprietary AI model, we developed an algorithm that mimics the investor’s criteria for identifying cutting-edge research.

The results

We now deliver dozens of curated research papers to the client twice a week. This AI-driven screening significantly enhances the quality and efficiency of intelligence collection, overcoming the limitations of traditional keyword searches and greatly improving the discovery of cutting-edge knowledge .