Myelos
The Myelos platform

Built on the .neuron format and GraphCube

A purpose-built data substrate for industrial AI. Schema-first, lakehouse-native, audit-friendly.

Four layers, one model

Each layer is independently deployable. Drop in just the layers you need.

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Neuron Delta Lake

Open-format lakehouse with strong schema enforcement. ACID writes on top of S3/R2/ADLS — your data never leaves your cloud.

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GraphCube semantic layer

Models your supply network, BOMs, customers, and revenue lines as a graph. Queries answer in milliseconds, not minutes.

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Neuron Agents

Action-taking copilots that observe state in GraphCube and propose interventions. SOC-2-compatible audit trail of every decision.

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Studio + ML Lab

Notebook + visual workflow editor for analysts. ML Lab ships pre-trained models for predictive maintenance, demand sensing, and pricing.

Why a semantic model beats another dashboard tool

Most "AI platforms" sit on top of your warehouse and assume someone has already curated the data. That assumption breaks the moment your supply network reconfigures, a vendor merges, or a new ERP module ships. Myelos solves that by treating the semantic layer as the source of truth — every dashboard, every agent, every report reads from the same graph. When the operating model changes, you update the model once and every consumer sees the new shape.

Platform FAQ

Do we have to migrate our data warehouse?
No. Myelos reads from your existing Snowflake, BigQuery, Databricks, or open lakehouse and writes back into your storage. There is no Myelos-managed data plane in your network.
What about real-time data?
Neuron Delta Lake ingests via Kafka, Kinesis, or direct webhook. Streaming joins land into GraphCube within seconds of the source event.
How do agents stay safe?
Every Neuron Agent runs inside a policy sandbox. You define what it can read, what it can propose, and what it can execute. Every action is signed and reversible.

Ready to map your operation?

Most teams have a working semantic model inside three weeks. We start with your highest-pain workflow and grow from there.

Talk to a solutions architect