Intelligence Lab

Impact Intelligence Lab

Applied programs, intelligence products, and collaborations—designed for decisions in specific places, sectors, and systems.

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Overview

We deliver work as a mix of flagship programs, applied intelligence engagements, co-built tools, and research partnerships. Each initiative is scoped around a decision problem—not a generic analytics package.

Capabilities

Spatial risk & opportunity mapping

Multi-layer geospatial assessment for adaptation, exposure, and land-use questions.

Scenario & indicator analysis

Structured comparisons across regions, sectors, or time horizons with documented assumptions.

Decision-support interfaces

Dashboards, maps, and lightweight tools tailored to partner workflows.

Field-integrated research

Methods that combine remote data with practitioner and community input.

Capacity & knowledge transfer

Documentation, training, and open assets so partners can sustain use after a project ends.

Flagship initiatives
AdaptationEast Africa

Regional resilience intelligence

Geospatial assessment combining exposure layers, stakeholder input, and a public dashboard for adaptation planning in high-priority regions.

WaterSouth Asia

Water systems decision support

Scenario analysis and indicators for water stress, designed with public agencies and linked to open datasets.

UrbanAmericas

Urban heat & equity mapping

Neighborhood-scale heat risk maps with methods documentation for NGO program design.

Case studies

Coastal adaptation planning

  • Problem: Fragmented hazard data across jurisdictions.
  • Approach: Unified geospatial layers and participatory validation.
  • Output: Public map, briefing, and agency workshop series.

Funder portfolio intelligence

  • Problem: Limited visibility across thematic grants in one region.
  • Approach: Indicator framework and interactive comparison tool.
  • Output: Annual report plus downloadable dataset.

Discuss a project

Share your region, timeline, and decision context. We will respond with a suggested scope or a short call.