This model helps early-stage founders cut through the noise and find the right investors faster.

How It Works

Our model combines structured and unstructured data with industry insights to spotlight the investors most likely to back early-stage (Pre-Seed/Seed) startups. As a founder, instead of combing through endless lists, you start with a curated set of high-probability, high-intent investors.

Current Limitations (What’s coming in Graph-2)

To validate our beta and ensure strong market fit, we’ve taken a deliberately focused approach by narrowing the initial scope of investors to the following criteria:

Graph-1 will only recommend funds that:

• Invest in the UK at the pre-Seed or Seed stage.
• Are primarily institutional funds (we’ve excluded most angel syndicates, incubators, accelerators, and regional funds for now).

The broader coverage is planned for Graph-2, the next model release post-beta.

Roadmap

Graph-1 is just the beginning. As we grow, our model will evolve to deliver more accurate recommendations and relevant insights through:

• Expanded data layers: Incorporate signals such as fund’s historical investment patterns, individual investor’s preferences and founder feedback.
• Sharper synthesis: Improve model interpretations of both quantitative and qualitative data to better capture nuances of investment strategies and preferences.
• Dynamic learning: Refine the model through continuous real-world founder feedback.

Some of the above will be released in Graph-2 and subsequent models.

We’re just getting started, and we’d love your input!