Blogs & Guides
Resources for mission-driven organizations.
Articles, guides, and resources from our consulting work — shared because if it helps another organization, that's part of the mission too.
Technology Updates
Recent Posts
Practical briefings on technology decisions facing nonprofits — new tools, platform changes, and what they mean for your organization.
Series
AI & Your Organization
A three-part series on AI ethics, deployment architecture, and compliance — written for nonprofits and community-focused organizations making real decisions about AI adoption.
AI & Your Organization — 3-part series
Ethics → Architecture → Verifiability. Three angles on the same core question: how do organizations handle AI responsibly when the data they hold belongs to the people they serve?
Part 1 of 3 — AI Ethics · Now Available
The Mirror Has No Therapist
Refusal, reflection, and the deployment question in AI ethics
Who deployed the model — and under what incentives — matters as much as what the model does.
Three patterns show where modern AI ethics are most visible: hard refusals, digital mirrors, and crisis intervention.
A fourth question runs beneath all of them.
Part 2 of 3 — Architecture · Now Available
More Than a Chatbot
What AI becomes when you wire it up — and why you should host it yourself
A large language model is a general-purpose reasoning engine. The chat interface is one UI for it.
RAG, agentic workflows, open-weight models, and why keeping AI on your own hardware matters — with honest trade-offs included.
Part 3 of 3 — Compliance · Now Available
The Audit Trail
Why hosted AI can't prove what it did
Under the EU AI Act, HIPAA, ISO/IEC 42001, and most professional audit standards, "we couldn't produce it"
is no longer an acceptable answer. What it actually takes to attest to what your AI system did — and where local hosting changes the math.