There's a
better way.

We bring contemporary data science and analytical tools to bear on complex problems.

What we do
Aerial view of terraced landscape

What we do

01
Data Science & Machine Learning

Predictive modeling, classification, clustering, and deep learning. From exploratory analysis to production-ready pipelines.

02
Policy Analysis & Evaluation

Rigorous program evaluation, causal inference, and evidence synthesis for public and social policy.

03
Data Visualization

Interactive dashboards, publication-ready graphics, and data storytelling for technical and general audiences.

04
Geospatial Analysis

Spatial statistics, remote sensing, and GIS workflows. Environmental monitoring, urban analytics, and location intelligence.

05
Web Scraping & Data Mining

Automated data collection, API integrations, and structured extraction from unstructured sources.

06
Experimental Design

A/B testing frameworks, randomized controlled trials, and quasi-experimental methods for robust inference.

07
Agential AI

LLM-powered workflows, autonomous agents, and retrieval-augmented generation systems for enterprise applications.

08
Web App Design

Full-stack development of data-driven applications. Modern interfaces backed by robust APIs and databases.

09
Invited Talks

Keynotes, panels, and workshops on climate, technology, public policy, and the future of data journalism.

Selected projects

Policy Research

Homelessness Is a Housing Problem

Quantitative analysis with Gregg Colburn demonstrating that housing market conditions—not individual factors—explain regional variation in U.S. homelessness rates. Informed policy debates at the municipal, state, and federal level.

Research Synthesis and Narrative

The Weight of Nature

Seven years of interdisciplinary research synthesizing neuroscience, psychology, and behavioral economics to document the cognitive and neurological effects of climate change. A New York Times Editors' Choice.

Research Collaborative

Neuro Climate Working Group

Interdisciplinary alliance of neurologists, cognitive scientists, clinicians, and epidemiologists advancing research at the intersection of climate change and brain health. Affiliated with Columbia Mailman School of Public Health.

We take on wicked problems—those requiring collaboration, systems thinking, and a multitude of solutions.

We partner with public agencies, non-profits, foundations, and mission-driven companies on projects that demand analytical rigor and intellectual honesty. Based in Seattle, we work with clients around the world.

Leadership

The firm's managing director is Clayton Aldern, a data scientist and policy researcher. A Rhodes Scholar, he holds an M.Sc. in neuroscience and a master's in public policy from the University of Oxford.

Aldern has led data analysis and program evaluation for county-level homelessness initiatives, built award-winning data-journalism infrastructure at Grist, and serves as a research affiliate at the University of Washington's Center for Studies in Demography and Ecology. His applied research and data visualization have appeared in The Guardian, The Economist, Aeon, and on the U.S. Senate floor.

Let's work
together.

Interested in a project? We'd love to hear from you.