An AI HFT platform built audit-chain-first.

VegaTrade™ is a pre-launch AI HFT platform. The architecture has two loops: the slow loop is the AI brain (Python, seconds-to-minutes — a glass-box reasoner that shows its work); the hot path is the HFT engine (C++, microseconds-to-milliseconds — deterministic, pre-allocated, no exceptions). The two are joined by a signed boundary, and no model call ever touches the order path.

The platform is built around a single architectural commitment: every action that moves money or shapes a future action is reconstructible from the audit chain alone. The Replay API returns byte-identical decisions from immutable storage years after the original event. The audit ring is a primary data structure in the C++ hot path. The Go consumer persists every event with a per-tenant hash chain. A daily root signs the chain in a hardware security module. Black-box AI decisions — and black-box strategy logic — are forbidden by the platform's invariant set; every AI inference emits prompt, model identifier, temperature, inputs hash, output, and reasoning into the chain; every strategy ships as open code with named parameters and reproducible backtests.

The platform ships as two names. VegaTrade is the consumer surface — the browser app today, the institutional thick-native desktop client on the roadmap. Atlas-Trade™ is the regulated audit-service backbone. The split exists because the consumer surface should be free to evolve without forcing the regulatory-filing surface to chase it. Two names; one architecture.

Tax-lot tracking, §1091 wash-sale detection, Form 8949 row generation, and 1099-B reconciliation are first-class architectural commitments. The platform's owner is an IT solutions architect with a long tax and audit background; the lot-level surface is built to file a clean year-end return without manual reconciliation, not bolted on as an afterthought.

We do not custody client funds. Users connect their own broker accounts; orders route through the platform's risk gateway to the user's broker. We are not a broker-dealer. We are not a registered investment adviser. Forward-looking statements on this site reflect current plans and are subject to change.