Skip navigation

Overview
Harnessing the power of generative AI (GenAI), 1000001 Labs develops intelligent tools to quantify and visualise environmental-justice outcomes. Our AI-driven dashboards and matrices equip decision-makers with evidence on fairness, distributional impacts, and inclusivity.

Key capabilities

  • Custom GenAI development
    • Fine-tuned models for environmental-data synthesis and anomaly detection
    • Natural-language interfaces for exploratory analysis and scenario generation
  • Environmental-justice indicators
    • Development of harmonised metrics covering distributional equity, procedural inclusion, and intergenerational impacts
    • Automated calculation pipelines feeding into dashboards
  • Framework to evaluate policies
    • Framework to evaluate policies on four dimensions: distributive outcomes, inclusive decision-making, recognition of marginalised groups, and long-term equity
    • Visualisation module with comparative policy scoring
  • Data integration and interoperability
    • Ingestion of citizen-science submissions, behavioural-experiment results, and socio-economic datasets
    • EOSC-Zenodo integration for FAIR data
  • Policy evaluation and reporting
    • Scenario testing of environmental-justice interventions
    • Generation of policy briefs and interactive storyboards