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Axion
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TECH

Axion

The time-series workstation.

2026
  • Time-Series
  • Simulation
  • Desktop App
  • Quant
  • AI
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Brief

A desktop-native, node-based DCC to visualize, simulate and predict time-series.

Signature #818cf8
01

The 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

One shared time axis

1
Procedural graph

UI · engine · AI IR · asset

Q4 2026
First release

Desktop-native, Tauri

30-day
Full trial

Every pack included

02

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

01

Visualize

See the signal.

Thirty-plus linked modules over a shared time axis — charts, viewports, spreadsheets, dope sheets. Scrub once, every panel moves together.

02

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.

03

Predict

Forecast with rigor.

A model zoo with quantile forecasts, explainability and walk-forward validation — rolling-origin, no lookahead, versioned as assets.

03

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.

04

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

Floor

#050506

Surface

#101218

Ink

#F4F5F7

Indigo

#818CF8

Indigo Strong

#6366F1

Indigo Deep

#4338CA
VISUALIZE·SIMULATE·PREDICT·VISUALIZE·SIMULATE·PREDICT·VISUALIZE·SIMULATE·PREDICT

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.

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