Platforms & Frameworks

Our portfolio includes modeling platforms and analytical frameworks for risk assessment, industrial decarbonization, and scenario analysis.

IndustryPath

Active
IndustryPath

IndustryPath is a modular multi-sector industrial decarbonization modeling engine evolving from the SteelPath platform. It is designed for cross-sector analysis of steel, cement, ammonia, refining, and other heavy-industry transitions, with a shared core for scenario generation, uncertainty analysis, and infrastructure modeling.

Scope

  • • Steel, cement, ammonia, refining, and other heavy industries
  • • Technology pathways and fuel switching options
  • • Infrastructure and supply chain constraints
  • • Cross-sector energy and emissions balances

Applications

  • • Multi-sector transition scenario analysis
  • • Industrial policy and investment strategy support
  • • Sensitivity and uncertainty analysis for pathways
  • • Input to TIMES/MARKAL and other energy-system models

IndustryPath is currently under active development. If you are interested in partnering on multi-sector industrial transition analysis or piloting the platform, please contact us.

Collapse Risk Observatory

Active
Collapse Risk Observatory

A global platform for assessing institutional fragility and collapse risk across 190+ countries. The Observatory provides cross-national assessments of state vulnerability using a transparent, simulation-based classification model designed to equip researchers, analysts, and decision-makers with consistent frameworks for evaluating institutional resilience under deep uncertainty.

Methodology

  • • 12 globally sourced indicators
  • • Monte Carlo simulation framework
  • • Six archetype classification system
  • • Supervised weight fitting

Features

  • • Interactive global risk map
  • • Country-level detail panels
  • • Historical trend analysis
  • • Transparent data sources

Heavy Industry Transition Atlas

Coming Soon
Heavy Industry Transition Atlas

A comprehensive geospatial platform mapping global industrial decarbonization hubs and transition pathways at the facility level. The Atlas integrates data on steel, aluminum, cement and chemicals production; hydrogen infrastructure, carbon capture utilization and storage (CCUS), and industrial clusters to identify emerging clean technology hubs and assess regional transition dynamics.

Scope

  • • Facility-level mapping of steel and metals processing
  • • Hydrogen production and distribution infrastructure
  • • Carbon capture and storage (CCS) facilities
  • • Industrial cluster and energy system analysis

Applications

  • • Investment opportunity mapping
  • • Policy impact assessment
  • • Supply chain and infrastructure analysis
  • • Technology diffusion and cluster development tracking

Expected Launch: Q2 2026. The platform will feature interactive mapping tools, sector-specific dashboards, and downloadable datasets for researchers and analysts.