Scenario analysis. 16+ scenarios, 3 independent bodies, plus custom.

Emmi's transition and physical risk figures are calculated across published pathways from the IPCC, NGFS, and IPR, not a single assumption about how the world decarbonizes. Where your own view or a supervisory exercise calls for a different pathway, custom scenarios run on a consistent methodology.

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What is a climate scenario?

A climate scenario is a published pathway for how the world could decarbonize, each with its own global carbon budget and carbon price trajectory. Change the scenario, and the number changes with it, because the budget and price a company is measured against shift too. That's why a single scenario is a guess, and 16+ is a range.

Every company and asset.
Across 16+ scenarios.

Emmi generates Transition Value at Risk (TVaR) and Physical Value at Risk (PVaR) across 16 published scenarios, not one. They span ambitious action through to policy inertia, so you see the full spread of outcomes, not a single point estimate. Custom scenarios are available on request.

IPCC AR6 (8 scenarios)

Sustainable Development

Moderate Action

Gradual Strengthening

High Renewables

Low Demand

Negative Emissions

Current Policies

Business as Usual (BAU)

NGFS Phase V (7 scenarios)

Net Zero 2050

Below 2°C

Delayed Transition

NDCs

Current Policies

Fragmented World

Low Demand

IPR (1 scenario)

Forecast Policy Scenario

Different scenarios. Different assumptions.

IPCC logo

Intergovernmental Panel on Climate Change

The global carbon budget is scaled to each company by its economic contribution. A carbon-intensive company gets no more headroom than a light one of the same size, so its overspend and its TVaR run higher.

IPCC logo
NGFS logo

Network for Greening the Financial System

Budgets are set sector by sector. Heavy-emitting sectors are allocated more room than the economy average, which lowers overspend and produces a smaller TVaR than other comparable pathways.

NGFS logo
Inevitable Policy Response logo

Inevitable Policy Response

Built by forecasting the policy likely to arrive, rather than working back from a temperature target. It reads as a base case for where current political direction leads. Because it tracks expected policy rather than a target, TVaR under IPR reflects the transition most likely to arrive.

Inevitable Policy Response logo

Where scenarios are used in the data.

Which of these is the world actually tracking?

The 16 scenarios matter for disclosure, including the extremes regulators require. But for an investment decision, treating every scenario as equally likely can be as misleading as picking one at random. Emmi's research goes a step further. It weights scenario data by probability, calibrated against the observed emissions record, to produce a single expected pathway: the Emmi most likely scenario.

2.3°C

Most likely warming

by 2100, between the 1.5°C and 4°C extremes.

The two scenarios anchoring most institutional stress tests, a 1.5°C pathway and a 4°C Hot House World, together carry a combined probability of under 0.2%. Both remain essential for regulatory disclosure. Neither is where an investment decision should start.

Backed by our research.

Cover of The missing middle white paper

The missing middle

Why the future the world is actually tracking sits between the two scenarios everyone models.

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