Find the worthwhile improvement
Look at the process, the friction, and the budget. Decide where a change could save time, reduce cost, or make the team more effective.
AI for Good · Independent consulting
Practical AI solutions for small businesses and mission-driven teams. I’ll help you find where AI and affordable technology can make a useful difference, and put it into practice.
What the work is for
Magnify your impact, save money, and help your organization work better. We’ll identify a specific improvement and agree on how to judge whether it’s helping.
How we’ll work together
Magnify your impactGive your team more capacity to serve people, move projects forward, and focus on your mission.
Save moneyMake better use of tools you already pay for, and choose improvements with costs you can sustain.
Improve organizational effectivenessHelp people find the right information, follow a clear process, and decide well together.
Where teams get stuck
You shouldn’t have to know which technology will fix it.
How I can help
Sometimes that means a better way to use what you already have. Sometimes it means building something new.

About
I connect an understanding of the work with the ability to build the tools. My projects span environmental research, property information, reporting, and conservation planning. AI for Good brings that practical approach to small businesses and teams working toward something worthwhile.
A little more about me
AI can prepare, sort, and suggest. People make the call.
My approachSelected projects
Reporting & workflow automationCOL Weekly DigestKeeping up with federal legislation meant searching the same sources again and again.
Searchable information & custom toolsAtlasProperty research means connecting maps, local rules, and records scattered across different places.
AI-assisted research & evidence reviewOcean Evidence CommonsA useful public claim needs a clear trail back to the study and finding that support it.
You don’t need a technical brief or a tool in mind. Just tell me what’s taking too much time, getting in the way, or ready to improve.
Book a free 30-minute consultation30 minutes · No charge · No obligation