A hedge fund built as software.

Vecstack is an autonomous research and execution system for on-chain markets. It generates hypotheses, turns them into strategies, tests them, deploys what survives, and monitors everything continuously.

• Research: generate and rank ideas from live market + on-chain data.
• Build: write strategies, run backtests, and automatically discard what fails.
• Deploy: promote survivors under strict risk limits and circuit breakers.
• Operate: monitor live performance and halt on anomalies.

Humans set the constraints. The system does the work, end to end.

The opportunity set expands faster than discretionary teams can track: tokenized equities, real-world assets settling on-chain, venue fragmentation, validator economics, and new market structure every quarter. Vecstack is built to explore that frontier continuously, not just run a fixed playbook.

Every decision is recorded and replayable. You can trace any action to the exact code, data window, and model version that produced it.

Access is limited. Submit an application for review to join the live dashboards.