AI Tooling

Custom AI integrations designed around how your organization actually works — not how a demo assumes it does.

Off-the-shelf AI tools are built for the median use case. Climate organizations rarely are. The data is messier, the workflows are more specialized, and the stakes of a bad output are higher than a misfiled sales lead.

We build AI tools that fit the actual shape of your work.

What We Build

Research and Synthesis

Climate work runs on information — regulatory filings, scientific literature, grant databases, field reports. We build systems that ingest, index, and surface the right information at the right moment. Not summaries of the internet: summaries of your corpus.

Decision Support

For organizations making consequential choices under uncertainty — siting decisions, permitting strategies, portfolio allocations — we build tools that help analysts work faster without replacing their judgment. The goal is augmentation, not automation.

Reporting and Documentation

Grant reporting, impact documentation, policy submissions. These are high-effort, high-stakes, and highly repetitive. We build generation tools that produce draft-quality outputs from structured data, leaving your team to do the work that requires human judgment.

Internal Knowledge Tools

Institutional knowledge lives in people until it doesn’t. We build retrieval systems that make what your organization knows findable and usable — regardless of whether the person who wrote it is still there.

How We Approach AI Quality

We don’t ship tools that hallucinate consequentially. That means:

• Grounding outputs in your actual documents, not model weights
• Building evaluation loops so you can measure output quality over time
• Designing for graceful uncertainty — a tool that says “I don’t know” is better than one that confidently fabricates