A desktop-native, node-based DCC to visualize, simulate and predict time-series.
Signature #818cf8The Product
Axion is the time-series workstation — a desktop-native, AI-native DCC for data that moves through time. You don't run a tool; you compose the procedural machine that visualizes, simulates and predicts, as a versioned node graph with a real compute engine underneath.
It's the application layer of the Axyra stack, and it's domain-agnostic by design: capabilities install as extension packs. Trading is the first pack — not the product. Roughly two-thirds of Axion never mentions a market.
At a glance
- 30+
- Linked modules
- 1
- Procedural graph
- Q4 2026
- First release
- 30-day
- Full trial
One shared time axis
UI · engine · AI IR · asset
Desktop-native, Tauri
Every pack included
One Procedural Graph
The core idea is that one graph is everything at once: the UI you edit, the compute engine that runs, the editable IR an AI rewrites, and a shareable, versioned asset. Edit it by hand or let a model rewrite it — both touch the same source of truth.
Underneath sits a real engine — vectorized and event-driven from one definition, a Rust cook core for tight loops and a Python sidecar for the heavy and the learned, split automatically and cached by content. Strategies, indicators, models and datasets are content-addressed and reference-tracked. It's local-first and non-custodial: your data and keys never leave the machine unless you send them.
Visualize · Simulate · Predict
Visualize
See the signal.
Thirty-plus linked modules over a shared time axis — charts, viewports, spreadsheets, dope sheets. Scrub once, every panel moves together.
Simulate
Run the physics.
Replay history, sweep parameters, or push forecast paths through a policy graph with state accumulation. A backtest is just one kind of simulation.
Predict
Forecast with rigor.
A model zoo with quantile forecasts, explainability and walk-forward validation — rolling-origin, no lookahead, versioned as assets.
The Pipeline
Every project flows through one pipeline: Source → Transform · Model → Simulate → Output. Any time-series comes in — files, APIs, generators, live feeds — runs through a DAG over aligned columns, drives a policy graph for Monte Carlo, sweeps and scenarios, and lands as alerts, webhooks, reports or exports.
Domain packs contribute nodes, panels, providers and run modes behind a stable seam. The trading pack — connectors, an execution router with a risk envelope, a portfolio book — is the proof the seam is real. Audio is the first non-finance vertical; sensors and ops follow.
The Design
The web surface is a deep-black marketing sibling of the desktop app's design language. The brand indigo (#818CF8) is the one accent, used sparingly — the 10–20% rule, never as glow or neon. Type is weight-led Geist with a tabular monospace, because numbers are sacred: every figure is tabular, aligned, exact.
The page is built as server components that declare motion intent, with a single GSAP runtime driving scroll reveals, line-draws and parallax, and a code-split Three.js node-network constellation for the hero — gated behind a WebGL and reduced-motion check so it never blocks first paint. A faint blueprint grid and hairline dividers keep it reading like a schematic; motion earns a longer, cinematic tier than the instrument UI's 150ms ceiling.
Design
Trading is the first pack — not the product. Axion ships a general platform: source, transform, simulate, predict. The market is just the first thing we pointed it at.
Axyra
Order from entropy.
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