Axilon

Architecture

Built atop a Deterministic Ontology

All Axilon capabilities share a robust common foundation: a semantic knowledge graph of your plant, built by deterministically parsing vendor-specific system formats and documentation.

External

Model Layer

Anthropic Claude OpenAI GPT

Application Layer

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Agentic Platform

Develop

Agentic Development

Grounded in your plant systems of record: PLCs, SCADA, historian, and docs

Every output is validated against schema before promotion

Unit tests run against a clone

Operate

Agentic Operations

Agents monitor live and historical data across connected systems

Anomalies trigger automated root cause tracing

Remediation executed with human-gated approval

Deployment & Resilience

Deploy

Change Management

Human-readable diffs show what changes and what it impacts

Changes are validated on a clone before touching production

Atomic rollback on failure with full audit trail

Maintain

Resilience & Uptime

Updates applied to a clone and swapped in live

Sub-second switchover to clone on failure

Upgrades staged and validated before cutover

Inherited by all applications

Semantic Layer

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Graph Sub-Layer

Ontology

A knowledge graph of every asset, tag, alarm, UDT, HMI, and control loop across all connected systems. The single source of truth all products query.

Knowledge graph P&ID ingestion SOP processing Cross-vendor normalization RAG context

Interoperability Sub-Layer

System Translation

A deterministic bridge that parses individual vendor formats and maps them into the ontology. No AI inference. Every transformation is lossless and auditable.

Vendor format parsers Bidirectional sync Lossless round-trip Deterministic transforms Audit log

External

Runtime Layer

Ignition Siemens Emerson Rockwell Schneider AVEVA

The Moment

LLMs are ready.
Industrial systems are not.

The industrial world is the last frontier of AI adoption. Axilon transforms industrial operations with LLMs by augmenting, instead of replacing, what already works.

Why Now?

As engineers and technicians retire, industrial companies face a generational workforce crisis. Meanwhile, AI is transforming every enterprise IT process. The need to bring AI to industry has never been greater.

Why integrate, not replace?

Existing industrial systems encode decades of process knowledge. Ripping them out is slow, risky, and unnecessary. The right software layer unlocks AI-native capabilities on top of what already exists.

Why Axilon?

Industrial systems are fundamentally opaque to LLMs. Axilon builds the connective tissue that makes them readable, and the guardrails that make AI deployment in production safe and reliable.

Who We Are

Ben Simon

Chief Executive Officer

Leor Fishman

Chief Technology Officer

Serving Fortune 500 Customers Across

Aerospace & Defense

Oil & Gas

Pharmaceuticals

Food & Beverage