Services

Advise. Design. Build. Start where you are.

Three kinds of help for mission-driven teams without engineers. Take one, or take them in order, and stop whenever you're ready to run it yourselves.

01 · Advise 02 · Design 03 · Build

01 · Advise

A clear plan your team aligns on

For teams whose people are already trying AI on their own, and leaders who need one shared direction before spending more.

What happens

We talk with leaders and staff, look at the work that eats the most time, and test a few ideas on your real documents and data. Then we give you plain answers on where AI is worth prioritizing, where it isn't, and what it would cost.

You leave with

  • A short list of uses worth doing, in priority order
  • A plain-language AI policy for the tools staff already use
  • Risks named and handled: accuracy, data, cost, mission fit
  • A plan you can take to your board, funders or investors

02 · Design

A tool shaped around your people

For teams that know what they want AI to do and need it specified well, whether your team builds it or we do.

What happens

We map how the work is done today, who would use the tool and where a person must stay in charge. Then we design the tool or workflow in detail, and agree up front on how we'll know it's working.

You leave with

  • A clear description of what the tool does, and for whom
  • A working prototype or walkthrough your team has tried
  • Agreed measures of quality, set from your real examples
  • A cost estimate for building and running it

03 · Build

A working tool your team owns

For teams ready to put a tool into daily use, without hiring engineers to build or keep it running.

What happens

We build in short steps, test each one against your own examples, and estimate running costs before we deliver, with guidance on keeping them in check afterward. When it's ready, we hand it over and provide support so your team is confident running it.

You leave with

  • A working tool in daily use
  • Everything we built, owned by you: code, documents and instructions
  • Quality checks you can re-run whenever something changes
  • Support after handover while your team settles in

How we work

Small engagements, plain terms, nothing locked in.

Start small

First engagements are short and focused, so you see whether it's worth it before committing more.

You own it

Everything we make is yours. No platform to subscribe to, no lock-in to us.

Any AI model

Commercial or open-source: we choose the model that fits the job and budget, and keep you free to switch.

Plain answers

If AI isn't worth it for something, we'll say so. Technical detail is on our Technical page.

For nonprofits Grants, donor data, impact reporting → For climate & sustainability companies Documents into data, disclosures, monitoring →

Not sure which one you need?

Tell us where you are. We'll suggest the smallest useful first step.

Get in touch