Ethical Intelligence
Methodology
EcoIQ is a climate and industrial intelligence scoring system that converts publicly available evidence — annual reports, sustainability disclosures, regulatory filings, and AI-assisted analysis — into a composite 0–100 score measuring long-term stewardship, public benefit, and responsible modernization.
Ethical Intelligence Principles
EcoIQ is built on six core principles drawn from systems thinking in industrial stewardship, long-term resilience theory, and evidence-based governance frameworks. These principles govern how scores are weighted, how harm is penalised, and how improvement trajectories are recognised.
EcoIQ measures the long-term custodianship of industrial resources, communities, and ecosystems — not just short-term financial extraction. A steward company builds enduring value while preserving the conditions that enable future generations to thrive.
Responsible industrial systems distribute value across shareholders, workers, communities, and the environment. EcoIQ penalises capital structures that maximise short-term extraction at the expense of long-term systemic health.
Governance quality and public reporting are prerequisites for institutional trust. Companies that disclose meaningfully — and back disclosures with independent verification — demonstrate the structural integrity that responsible capital requires.
Systemic harm is penalised, not merely noted. Pollution severity, transparency deficits, controversy risk, and profit extraction without reinvestment reduce EcoIQ scores directly — creating a clear incentive structure for harm reduction over time.
EcoIQ rewards improvement trajectories, not just current state. A company that begins polluting at high levels but commits to measurable reduction should be recognised for its transition journey — not permanently classified by a historical baseline.
Technology transition is a core competency of industrial resilience. Companies investing in energy transformation, digital capability, and future readiness are better positioned to remain viable, competitive, and socially legitimate over a 20-year horizon.
Improvement, Not Punishment
EcoIQ is not an ESG policing tool. It is a transition intelligence system designed to help industrial companies understand where they stand, what holds them back, and how to unlock the financing and credibility that responsible modernization enables.
The distinction between short-term extraction and long-term value creation is not a moral judgement — it is a systems intelligence observation. Companies that extract without reinvesting become structurally fragile. Those that steward their industrial base, workforce, and environment build the durable resilience that sovereign capital requires.
— EcoIQ Framework, Transition Intelligence Principles
- ✕ ESG policing or activist scoring
- ✕ Corporate shaming or blame attribution
- ✕ A static label with no path to improvement
- ✕ A compliance checkbox with no actionable output
- ✕ A substitute for full due diligence or audit
- ✓A transition intelligence system with actionable roadmaps
- ✓A financing eligibility tool for climate and development capital
- ✓A credibility framework for investor-company dialogue
- ✓A score evolution tracker rewarding improvement over time
- ✓A signal generator for sovereign funds and development banks
6-Pillar Scoring Framework
EcoIQ scores are calculated across six weighted pillars, each decomposed into measurable sub-dimensions. Weights reflect the relative importance of each dimension for long-term industrial resilience and public benefit creation.
- Employment Quality Jobs created, wage levels, labour standards, workforce development
- Regional Development Investment in local infrastructure, supply chains, community projects
- Infrastructure Impact Contribution to public goods — roads, utilities, digital access
- National Value Export contribution, IP development, industrial self-sufficiency
- Pollution Intensity Emissions intensity, air quality impact, proximity to communities
- Waste Management Waste reduction rates, circular economy adoption, hazardous disposal
- Water Stewardship Water consumption efficiency, contamination risk, watershed impact
- Biodiversity Land use impact, habitat protection, ecological restoration
- Energy Transition Clean energy share, decarbonisation targets, transition investment
- Digitalization Technology integration, automation quality, data infrastructure
- Infrastructure Upgrade Capital expenditure in modernization, equipment quality
- Future Readiness R&D investment, talent development, innovation pipeline
- Reporting Quality Depth and frequency of ESG/sustainability disclosures
- Audit Standards Independence of audit, compliance with international standards
- Procurement Transparency Public procurement integrity, supply chain disclosure
- AC Practices Anti-bribery systems (ISO 37001), whistleblower protections
- Ethical Procurement Conflict-of-interest controls, supplier code of conduct
- Controversy Management Response quality to controversies, reputational risk controls
- Long-Term Value Alignment between short-term returns and long-term societal impact
Scoring Formula
EcoIQ Total Score is a weighted composite of six pillar scores, reduced by a harm penalty. All pillar scores are independently calculated on a 0–100 scale from their respective sub-dimension averages.
EcoIQ Total Score Formula
( Public Benefit × 0.25 ) +
( Environmental Stewardship × 0.25 ) +
( Responsible Modernization × 0.20 ) +
( Transparent Governance × 0.15 ) +
( Anti-Corruption × 0.10 ) +
( Ethical Alignment × 0.05 )
− Harm Penalty
Harm Penalty System
Systemic harm is penalised by direct score reduction — not merely flagged. The Harm Penalty system creates an explicit incentive structure for harm reduction, as improvements in each signal directly increase the total score.
Score Interpretation Tiers
EcoIQ scores map to six institutional tiers, each reflecting a distinct level of industrial stewardship, transparency, and transition readiness. Tiers determine financing eligibility, investor screening status, and recommended engagement type.
Formula Category System
EcoIQ's 33 scoring formulas are organised into seven thematic categories, each mapping to a distinct area of industrial and ethical intelligence. This structure enables modular analysis — individual categories can be weighted differently for sector-specific or programme-specific assessments.
Formulas measuring ecological impact, emissions, resource use, and restoration.
- Pollution Intensity Index
- Emissions per Revenue Ratio
- Waste-to-Value Conversion Rate
- Water Footprint Efficiency
- Biodiversity Impact Score
- Ecological Restoration Progress
Formulas measuring energy modernization, technology adoption, and operational resilience.
- Renewable Energy Integration Rate
- Digitalization Maturity Index
- Capital Expenditure Quality Score
- Infrastructure Upgrade Velocity
- Future Readiness Composite
Formulas assessing disclosure quality, audit independence, and accountability structures.
- Reporting Comprehensiveness Score
- Audit Independence Index
- Procurement Transparency Ratio
- Board Accountability Composite
Formulas quantifying employment quality, community investment, and economic contribution.
- Employment Quality Index
- Regional Development Coefficient
- Infrastructure Investment Ratio
- National Value Creation Score
- Community Benefit Composite
Formulas tracking restoration trajectories, circular economy adoption, and ecological return.
- Circular Economy Adoption Score
- Land Restoration Progress Index
- Net Positive Impact Indicator
Formulas evaluating technology investment, resilience, and multi-decade viability.
- Long-Term Resilience Index
- Technology Investment Depth
- R&D Quality Coefficient
- Workforce Development Score
Formulas measuring alignment between capital deployment, ethical standards, and societal return.
- Anti-Corruption Control Quality
- Profit-to-Public-Benefit Ratio
- Controversy Risk Adjusted Score
- Ethical Alignment Composite
- Stakeholder Trust Index
Transition Intelligence
EcoIQ includes a Transition Intelligence layer that converts a company's current score into an actionable improvement roadmap. This layer identifies the highest-leverage opportunities, models the score impact of each action, and maps companies to relevant financing mechanisms.
Institutional Use Cases
EcoIQ is designed for institutional users who need evidence-based intelligence for climate investment, industrial policy, and transition finance decisions.
Screen industrial portfolios for transition readiness. Identify financing-eligible companies before capital deployment. Track portfolio score evolution over time.
Use EcoIQ as a pre-screening signal for IFC, EBRD, and ADB programmes. Assess governance and transparency before full due diligence begins.
Map national industrial sectors by transition readiness. Identify companies requiring structured transition support versus those ready for commercial financing.
Supplement existing ESG screens with EcoIQ's harm-penalty system and transition readiness signals. Filter for companies with upward score trajectories.
Identify Just Transition-eligible industrial companies. Prioritise programme interventions using EcoIQ gap analysis and action roadmaps.
Understand your current EcoIQ position relative to peers. Access a prioritised path-to-100 improvement roadmap. Strengthen credibility with investors and lenders.
Ethical Intelligence Framework
Beyond the 6-pillar EcoIQ score, EcoIQ provides an Ethical Intelligence Analysis layer that compresses the full analytical framework into three master formulas — offering a higher-order view of a company's net societal impact, transition trajectory, and long-term value creation potential.
Composite Ethics Score — Master Formula
Internal Formula Architecture — 8 Analytical Categories
The three master formulas are computed from 33 internal sub-formulas organised across eight analytical categories. This architecture allows modular sector-specific weighting while preserving the integrity of the composite output.
Measures net environmental impact: pollution intensity versus restoration and ecological stewardship investment.
- Pollution Intensity Ratio
- Ecosystem Restoration Activity
- Water & Biodiversity Stewardship
- Net Carbon Position
Evaluates how efficiently the company converts resource inputs into economic and social outputs with minimal waste.
- Resource Productivity Index
- Energy Efficiency Trajectory
- Waste Reduction Progress
- Circular Economy Integration
Assesses the quality and completeness of public disclosures, audit standards, and institutional accountability mechanisms.
- Disclosure Quality Index [public]
- Audit Independence Score
- Procurement Transparency
- Board Accountability Signal
Quantifies the direct societal value created through employment, regional development, and infrastructure contribution.
- Community Value Score [public]
- Employment Quality Ratio
- Regional Development Multiplier
- National Infrastructure Value
Tracks active investment in environmental restoration, ecological regeneration, and community healing initiatives.
- Land Restoration Investment
- Community Reinvestment Rate
- Biodiversity Net Gain
- Emissions Remediation Activity
Evaluates whether the company's operating model is structurally viable over a 10–30 year horizon under tightening climate constraints.
- Future Readiness Index
- Transition Vulnerability Score
- Innovation & R&D Commitment
- Long-Run Value Retention
Examines whether capital generated by the company is allocated in ways that generate shared long-term value or concentrate private extraction.
- Profit Reinvestment Ratio
- Sustainable Capex Orientation
- Supply Chain Ethics
- Fair Value Distribution
Measures the institutional integrity of the company's anti-corruption posture, accountability systems, and regulatory compliance record.
- Institutional Trust Index [public]
- Regulatory Compliance Record
- Whistleblower Protection
- Ethics Training Coverage
- Conflict of Interest Controls
Explore the Intelligence Platform
See EcoIQ scores, transition readiness signals, and financing eligibility across 38 companies and 11 countries.