All world models
World model · 07
Manufacturing

Decisions that ripple through entire networks.

A supplier change. A plant relocation. A capacity expansion. Each decision touches thousands of jobs, hundreds of partners, and supply chains that took decades to build. The consequences arrive over years and cost more to reverse than to prevent.

World model · Manufacturing

Helios Brain for Manufacturing.

Manufacturing decisions commit capital and people for years. The discipline of rehearsing before committing. And of being honest about what we do and do not know. Is what separates strategic decisions from expensive mistakes.

All world models
What this world model rehearses

6 decisions, tested before they are made.

01

Supply chain redesign

Test alternative supplier structures, sourcing geographies, and inventory strategies against realistic disruption scenarios. See where resilience comes from, where it is illusory. Identify the redesign that handles the next crisis without overpaying for the last one.

02

Plant location and capacity decisions

Before committing capital to new facilities or expansion, simulate operational performance, labor market dynamics, and logistics implications across multiple locations. See which locations deliver on promise across decades, not just on tax incentive.

03

Product portfolio rationalization

When deciding which products to keep, expand, or retire, test the second-order effects: shared manufacturing capacity, customer overlap, channel implications. Identify the rationalization that strengthens the portfolio versus the one that merely simplifies the spreadsheet.

04

Pricing and contract strategy

Test pricing changes and contract terms against your actual customer base before deploying. See retention, margin, and competitive response. Identify the strategy that captures value without breaking long-term relationships.

05

Sustainability and circular economy transitions

Project the operational, financial, and reputational impact of sustainability commitments across product lines and geographies. Identify which transitions are economically viable now versus which require waiting for technology or policy to mature.

06

Workforce planning under automation

When introducing automation, simulate the workforce impact across roles, sites, and time. Identify retraining paths, transition supports, and operational sequencing that respects both efficiency targets and human consequences.

Hands on · who runs this loop

Three desks, one substrate.

COO
01

Simulates the supply chain before redesigning it.

Suppliers, geographies, inventory strategies under realistic disruption.

Outcome
Resilience without overpaying for the last crisis.
Head of Strategy
02

Tests the portfolio rationalisation.

Shared capacity, customer overlap, and channel effects modelled.

Outcome
Simplification that strengthens, not weakens, the book.
Sustainability Lead
03

Knows which transitions pay back.

Operational, financial, and reputational impact of each commitment.

Outcome
Net-zero roadmap defensible to investors and regulators.
Compliance context

Built for the regulations that govern your sector.

01CSRD sustainability reporting requirements
02Supply chain due diligence directive obligations
03Critical raw materials regulation compliance
04Workforce consultation and transition law
From the manufacturing room

We rehearse the policy change in their model first, then walk into the credit committee with the full picture. The questions get answered before they are asked.

Chief Risk Officer·European Tier-1 Bank