Advise · Design · Build
AI that delivers impact for mission-driven teams.
Mission-driven teams and their stakeholders already know AI matters. Most teams are using it — but only on an ad-hoc basis. Many orgs don't have the engineers to build on its underlying bedrock. Or a dedicated strategist to lead the way on delegating serious heavy lifting to AI. And there are unique risks to mitigate. But it's all worth the journey.
We help climate and impact organizations find the uses of AI that are actually worth prioritizing, and turn them into working tools, no engineering team required. You get plain answers, a clear plan, risks addressed, and a process your team owns — with the confidence to run it yourselves.
Who we work with
Nonprofits, early-stage and mature startups — and other mission-driven teams, worldwide.
Sound familiar?
The questions we can answer,
from teams on the AI sidelines.
How do we leverage AI for greater impact when we don't trust it?
With AI, what could we be doing that we couldn't do before?
Our board, funders or investors expect us to have a plan for AI. Where do we start? Why wouldn't trying this ourselves produce great results?
We don't have engineers. What can we do without hiring them?
We have so much data. How do we uncover insights that our team can't already find with existing tools?
How do we keep AI costs from running away unchecked?
How we help
Start where you are.
Stop when you're ready to take over.
01 · Advise
A clear plan your team aligns on
Plain answers on where AI is worth it for your mission, where it isn't, and what it will cost — so your board, funders or investors, and staff pull in one direction.
02 · Design
A tool shaped around your people
We design the tool or workflow in detail — what it does, who uses it, how it fits the work — so it can be built by your team or by us.
03 · Build
A working tool your team owns
We build it, hand it over, and provide support so your team has the confidence to run it themselves. More efficiency achieved, more time back for the mission.
Risks, mitigated
Unmitigated risks hide everywhere.
We leave no stone unturned.
Wrong answers
Every tool is tested and proven against your own examples before anyone relies on it.
Data & privacy
Your data goes only where you've agreed it can, and it stays yours.
Runaway costs
Running costs are estimated before we deliver. And we provide guidance on how to keep those costs in check afterward.
Mission & reputation
We help you decide where AI fits your values, including its environmental footprint and its biases, and where it doesn't.
Our products
We build in the same field we advise on.
The Great Heron Guide
Turns unstructured corporate sustainability reports into a structured, queryable GHG emissions dataset, with tools to explore and compare across industries and firms.
great-heron-guide.com →
Prepper GPT
BetaAI-enhanced career support for professionals in climate tech seeking to make greater impact.
prepper-gpt.com →Not sure where to start? We can help with that.
Tell us about your organization and what you're hoping AI could help with. We'll reply with a clear response and, if there's a fit, set up a short call.
Or find us on LinkedIn.