All world models
World model · 04
Insurance

Pricing decisions that touch every policyholder.

A pricing change does not just affect new business. It reshapes who can afford coverage, who chooses to keep it, who becomes uninsurable. The decision touches families you will never meet.

World model · Insurance

Helios Brain for Insurance.

Insurance is a discipline of long-term promises. The decision made today must hold up over the life of every policy it touches. Our software was built for that discipline. Every recommendation comes with its uncertainty. Every projection comes with its assumptions. Every decision becomes defensible. To your board, to your regulator, to the policyholder thirty years from now.

All world models
What this world model rehearses

7 decisions, tested before they are made.

01

Pricing strategy under multiple scenarios

Test pricing changes against your actual policyholder base. See who is affected, how retention shifts, how risk pools change. Identify the strategy that holds margin without abandoning customers.

02

Underwriting policy updates

Run new underwriting criteria against historical applications. See who would have been declined. Identify systemic biases before they become regulatory cases.

03

Claims reserve modeling

Stress-test reserve adequacy against catastrophic scenarios. See where the gaps are. Adjust capital allocation before the gap becomes a crisis.

04

Product launch evaluation

Before launching a new product, project adoption, claims patterns, and profitability across customer segments. Find the products that build long-term value versus those that look good in year one.

05

Reinsurance program optimization

Test alternative reinsurance structures against your loss distribution. See cost, coverage, and counterparty exposure trade-offs. Identify the structure that protects capital without overpaying for tail risk.

06

Distribution channel strategy

When shifting between agents, brokers, direct, and digital channels, simulate the impact on customer mix, retention, and lifetime value. See which channels truly grow the book versus which merely move existing business at higher cost.

07

Climate and catastrophe modeling

Integrate climate science into pricing and reserving. Test exposure under multiple climate scenarios across geographies. Identify the lines and regions where current pricing no longer reflects the underlying risk.

Hands on · who runs this loop

Three desks, one substrate.

Chief Actuary
01

Tests pricing against the actual book.

Retention, mix shift, and reserve adequacy under every scenario.

Outcome
Strategy that holds margin without abandoning customers.
Head of Underwriting
02

Catches bias before it becomes a case.

Historical declines re-scored against the proposed rules.

Outcome
Systemic bias surfaced before regulator does.
CFO
03

Stress-tested reserves, ledgered.

Catastrophe scenarios with explicit assumptions and provenance.

Outcome
Solvency II ORSA defensible end-to-end.
Compliance context

Built for the regulations that govern your sector.

01Solvency II capital adequacy and ORSA requirements
02EU AI Act high-risk classification for life and health pricing
03Anti-discrimination law in underwriting and claims
04IFRS 17 reserve disclosure and audit trail
From the insurance 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