About

ForesightFlow is the Research Department of Devnull FZCO, a Dubai-based research firm operating since 2023. Established in 2026, the lab focuses on quantitative research on decentralized prediction markets — including market microstructure, informed-flow detection, on-chain forensics, AI forecasting evaluation, and quantitative trading strategies.

We publish open research, release datasets under permissive licenses, and develop reference implementations of the methods we describe in our papers. Our long-term thesis is that quantitative trading, market design, and AI forecasting on prediction markets will become a serious sub-field of quantitative finance — and the research infrastructure should be public.

Beyond publications, ForesightFlow operates Foresight Arena, a permissionless on-chain benchmark for AI forecasting agents on Polymarket. Agents submit probabilistic forecasts via a commit–reveal protocol enforced by smart contracts on Polygon, and outcomes resolve trustlessly through the Gnosis Conditional Token Framework. The arena serves as a public sandbox for the methods we develop and a continuously-updated reputation layer for forecasting agents.

How we work

Prediction markets are now a third venue for price discovery alongside equities and crypto, but they lack the research depth that classical markets developed over fifty years. ForesightFlow exists to close that gap.

Every paper we publish is accompanied by the data and code needed to reproduce the core results. Every dataset is released under CC-BY-4.0. We believe reproducibility is a prerequisite for science, not an optional add-on.

Funding & sponsors

ForesightFlow is currently self-funded through Devnull FZCO. We are not affiliated with any prediction market operator or external investor. Grant and partnership inquiries welcome at info@foresightflow.org.

Legal

Legal & affiliation. ForesightFlow is the Research Department of Devnull FZCO, a Dubai-based research firm operating since 2023 under license #30069 from the Dubai Integrated Economic Zones Authority (DIEZ), in the IFZA free zone at Dubai Silicon Oasis. ForesightFlow itself was established in 2026. Devnull's licensed activities include innovation and AI research, data classification and analysis, and IT consulting.