Predictive Primitives Market Suite
QUDS PPMS
The engine that makes Ideaas possible — a predictive primitives market for the things that matter most.
Period
2025 — Present
Role
Lead Architect
Where
London · Madrid · Noida
Status
In Development
The problem
Critical-systems forecasting — markets, infrastructure, public health, national resilience — runs on siloed data and decade-old models. Decisions get made on lagging indicators instead of leading ones.
The approach
- Build a market of "primitives" — minimal, verifiable predictive units — that can be composed, traded, and audited.
- Plug AI/ML forecasters into the same liquid market as human experts.
- Designed for regulated environments: provenance, explainability and audit trails are first-class.
The story so far
2025
Spinning up
QUDS architecture solidified as the substrate beneath Ideaas. Currently in build mode with limited partner access.
Highlights
- Public landing live at quds.ideaas.net.
- Designed in lockstep with Ideaas Labs and Hellenium.
- Underwrites the entire Ideaas ecosystem economically.
Stack & disciplines
RustPython MLTime-series DBsPost-quantum crypto