Axion Ventures is an AI-native venture studio and open-source project incubator powered by SPARC, our proprietary AI development framework. We build high-velocity software assets targeting markets where existing solutions are lazy, extractive, or fundamentally broken.
Live — in production
Every Melbourne public transport stop scored 0 to 100 from the full PTV GTFS corpus. Deployed publicly as Fusion Transport Score, with a fully reproducible methodology and client-side geocoding so no address ever touches a server.
Stack: Rust, TypeScript, Leaflet, GTFS Open Data.
Active — engineering bench
The gym for your Japanese.
A voice-first Japanese training application that measures spoken production in real time and progressively adapts difficulty based on performance.
Stack: Decoupled Gemini 2.5 Flash API with a custom low-latency TTS pipeline.
On hold
Your bank is built for One. Your life is built for Two.
A multi-tenant financial wellness platform for couples that replaces guilt-driven budgeting with collaborative money management. Proof of concept complete, on hold pending deployment configuration.
Stack: Next.js, TypeScript, FastAPI, PostgreSQL.
Shipped
A targeted platform built in 48 hours to automate the cross-referencing and verification of 911 members against live state electoral rolls, completely removing manual spreadsheet errors.
Stack: Python, FastAPI, Selenium, Rust, React.
SPARC is a lightweight agent skill execution framework developed as a major architectural refactor from a 3,000+ line prompt orchestration library. By registering native functional capabilities directly into autonomous agent runtimes, SPARC standardizes workspace scaffolding and drastically accelerates development cycles. It turns a lean engineering bench into a high-execution software factory.
Learn about SPARC →Axion was founded by Ethan Cornwill to build products at the speed and quality of an enterprise team by combining bleeding-edge LLM orchestration with rigid operational execution. Today, Axion operates as a collaborative venture studio. We pair our proprietary internal frameworks with a decentralized, rolling bench of software engineers and systems specialists who ship clean code, audit asynchronous logic defects, and maintain our active open-source portfolio. Axion is the vehicle. The platforms are the point.
About Axion →