Atomic Intelligence Platform

From atoms
to answers

Xerial builds AI from first principles. Composable atomic units that reason, adapt, and scale — from a single inference to enterprise-wide intelligence.

# Initialize an atomic reasoning chain
$ xerial init --model atoms-v3 --chain reasoning
# Deploy to your infrastructure
$ xerial deploy --scale auto

AI built from
first principles

Traditional AI systems are monolithic black boxes. Xerial decomposes intelligence into atomic units — small, verifiable, composable primitives that combine into arbitrarily complex reasoning systems.

  • Each atom is a single, testable unit of reasoning
  • Atoms compose into molecules of domain intelligence
  • Molecules form organisms that adapt in real-time
  • Full observability at every level of composition

Three layers of atomic intelligence

From foundational reasoning to edge deployment, Xerial covers the full AI lifecycle.

Foundation

Xerial Core

The atomic reasoning engine. Decompose any task into verifiable reasoning atoms that compose into reliable intelligence chains.

  • Atomic reasoning primitives
  • Compositional verification
  • Sub-50ms inference
  • Multi-modal support
Knowledge

Xerial Graph

A knowledge graph that learns. Maps your domain into an atomic knowledge structure that evolves with every interaction.

  • Dynamic knowledge graphs
  • Semantic bond formation
  • Cross-domain reasoning
  • Real-time graph updates
Deployment

Xerial Edge

Run atomic intelligence anywhere. Deploy reasoning atoms to edge devices, browsers, or serverless functions with zero cold starts.

  • Edge-native inference
  • WASM + ONNX runtime
  • Offline-first architecture
  • Auto-scaling orchestration

How atoms become intelligence

A composable pipeline from raw data to deployed intelligence, with full observability at every stage.

Data Atoms

Structured primitives

Reasoning Bonds

Logical composition

Knowledge Molecules

Domain intelligence

Intelligence Organisms

Adaptive systems

Atomic layer — Xerial Core
Graph layer — Xerial Graph
Deploy layer — Xerial Edge
12ms
Atomic inference latency
99.97%
Reasoning accuracy
40B+
Atoms processed daily
340+
Enterprise deployments
Trusted by forward-thinking teams

Build with atomic intelligence

Join the private beta. Get API access and start composing intelligence from first principles.

Free during beta. No credit card required.