A domain engineer reviewing entities, relationships, constraints and evaluation on her laptop in an electronics lab. Illustrative generated scene.
P / 03 · Helios Factory

Your domain. Your intelligence.

The building environment for teams creating their own world models and decision applications. Bring your domain, connect your tools and make the loop your own.

The Helios Experience

Planned self-serve release: September 2026

Build a decision system. Not another disconnected tool.

Helios Factory gives engineering and domain teams a common foundation for modelling context, defining actions and constraints, connecting solvers and embedding intelligence into existing workflows.

Built for

Engineering, data and domain-modeling teams

Find your industry

The building blocks of your next system.

Model your domain

Define entities, relationships, policies and the operating state that a decision depends on.

Connect your evidence

Bring relevant systems and data into the model with source context and versioned history.

Define the action space

Specify what can change, which constraints must hold and how candidate plans should be evaluated.

Compose problem-solving tools

Connect simulation, optimization, forecasting and reasoning to the needs of your domain.

Embed in existing workflows

Build around APIs, enterprise systems and interfaces, with human approval paths for consequential actions.

Observe and improve

Track decisions and outcomes so the model can be reviewed, updated and tested over time.

Start with the problem that matters.

Define a useful first scope with your domain experts. Agree the evidence, constraints and success criteria before expanding.

  1. 01

    Define ontology and objectives

  2. 02

    Connect data and constraints

  3. 03

    Compose and evaluate the model

  4. 04

    Embed, observe and iterate

↗Your own domain model and decision workflows

↗Reusable context, tools and governance

↗A system that learns from observed results

Planned self-serve release: September 2026. Scope and availability are confirmed with your team.

Make the model your own.

Define your domain, its constraints and the criteria that make one path better than another.

Helios BrainHelios FactoryWorkspace / Manufacturing modelIllustrative view
Domain workspace

Manufacturing

Example domain · Draft

Define the world your decisions live in.

Entities
Supplier · Facility · Order · Team
Relationships
Supplies · Produces · Depends on · Owns
Operating state
Capacity · Inventory · Commitments
History
Observations · Changes · Decisions
ContextModelEvaluateLearn

Product concept · Illustrative data. Final interfaces and capabilities depend on implementation.

What are you trying to achieve?

Bring the objective. Bring the constraints. Let’s explore the path together.

You define the outcome. Helios finds the path.