Preseen
Preseen is an AI-native forecasting platform that continuously generates probabilistic predictions for geopolitical, economic, and social questions. The system autonomously monitors incoming evidence and refreshes forecasts on schedules ranging from days to months, presenting results as median estimates with 80% confidence ranges. Its forecasting engine has been validated in public tournaments, ranking first among bots in the Metaculus Cup and becoming the first bot to win a human tournament on Metaculus.
- Artificial Intelligence
- Data & Analytics
- Software Only
Funding
Raised to date
$500KRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Founder details are not available yet.
Product
Problem
Decision makers in government, finance, and strategy face high-stakes uncertainty when forecasting geopolitical, economic, and social outcomes. Traditional forecasting methods are often slow, biased, or rely on static analysis that fails to incorporate new evidence in real time.
Solution
Preseen provides an AI-native forecasting platform that continuously generates probabilistic predictions across a wide range of questions. The system autonomously monitors incoming evidence and refreshes forecasts on schedules ranging from days to months, presenting results as median estimates with 80% confidence ranges. Its forecasting engine has been validated in public tournaments, ranking first among bots in the Metaculus Cup and becoming the first bot to win a human tournament on Metaculus. The platform also supports integrations with AI clients such as ChatGPT and Claude.ai, enabling users to request forecasts directly within their existing workflows.
Target Audience
Primary customers are decision makers in organizations who need reliable probabilistic forecasts for strategic planning, including corporate strategy teams, financial institutions, government agencies, and policy researchers.
Features
- Autonomous evidence monitoring with scheduled forecast refreshes (e.g., every 7 or 14 days depending on question)
- Probabilistic output format featuring median estimates and 80% confidence intervals
- API and AI connectors supporting integration with ChatGPT, Claude.ai, Perplexity, and other MCP clients
- Proven tournament track record: 1st bot in Metaculus Cup Spring 2026, 1st in FutureEval Fall 2025, 1st overall in Metaculus Market Pulse 26Q2
- Live-market validation via Kalshi, where forecasts turned $35 into $1.94M in all-time profit
- Configurable forecast instructions, uploaded context, and user-provided resolution criteria