Platform

The Avathon Autonomy Platform^™

Physical AI for Autonomous Operations at Scale. The Avathon Autonomy Platform combines physical AI with operational data with human expertise to create digital knowledge.

Sensor streamsWork ordersManuals & docsERP recordsInspection imagery

Recommended action

Schedule the axis-3 gearbox inspection during the Sunday changeover - parts on hand, 6.5 h of downtime avoided.

01

Knowledge Platform

FROM DATA TO KNOWLEDGE

Structuring the Knowledge Foundation.

Avathon Autonomy starts by defining the operational ontology. Agentic Data Ingestion unifies time series, sensor, BOM, as well as operational data – structured and unstructured. Avathon’s proprietary Computational Knowledge Graph (CKG) contextualizes the data, readying knowledge for action. The CKG models the operation, its parts, suppliers, BOMs, drawings, cost, and constraints, as one connected system rather than as rows in disconnected tables. It continuously computes across those relationships rather than simply storing them. This unified knowledge foundation is referenced across the span of industrial operations.

Operational Ontology + Agentic Data Ingestion + Time Series, Sensor, BOM Data

02

Cognitive Platform

LEARNING, REASONING AGENTS

Smarter, faster, more adaptive thinking, decisions, and actions.

Building on a firm knowledge foundation, Avathon Autonomy applies a cognitive layer of self-learning agents that continuously monitor for supply chain disruptions and equipment problems. Agents predict, diagnose, prescribe, decide, and execute actions to proactively resolve threats or capitalize on opportunities. They optimize supply chain and asset productivity as well as enhancing safety with zero latency.

Proprietary and Open Weight Models + Normal Behavior Modeling + Machine Vision + NLP + Knowledge Representation

03

Autonomy Applications

AGENTIC APPLICATION AT SCALE

Intelligently plan, orchestrate, and manage complex operations

Avathon provides a growing library of applications with domain experience embedded throughout. Avathon offers use case and bespoke applications, trained to a customer’s specific industry and operation’s processes and goals. Avathon applications aren’t configured and rules based like traditional enterprise software applications. Avathon applications are built with AI agents that continuously, rapidly learn through experience and application of human judgement. They observe, trigger, reason, and act for faster, smarter actions and optimized outcomes.

Supply Chain + Manufacturing + Asset Management