Research for Impact

We are focused on doing and collaborating on deep research that drives positive change: better measurement, better physical-world reasoning, and better decisions for people and the planet.

Research agenda

Turn visual evidence into public, scientific, and operational value.

Outerview research sits at the intersection of visual AI, spatial reasoning, environmental systems, infrastructure, economics, and human impact. We care about research that becomes useful in the world, not just impressive in a slide.

Multi-modal spatial models
Feature detection and physical-world indices
Climate, infrastructure, and environmental resilience
Methods that help institutions act with confidence
Focus areas

Where we want to collaborate deeply.

Spatial Foundation Models

Develop models that reason over imagery, video, maps, time, and grounded physical context.

Environmental Intelligence

Measure visible signals tied to climate adaptation, waste, vegetation, water, hazards, and resilience.

Benchmark Science

Design fair, repeatable, and meaningful indices for comparing places and tracking change.

Applied Impact

Partner with institutions on research that changes budgets, policy, field work, or public outcomes.

Open Questions

Explore what can be measured from the physical world and where uncertainty should remain visible.

Collaborative Programs

Work with universities, nonprofits, consultants, public agencies, and mission-driven companies.

Collaborate on meaningful research.

Bring us the questions, regions, datasets, or real-world problems where better physical intelligence could create positive change.

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