Services · AI & Automation

AI you actually own

AI that runs on your infrastructure, learns from your data, and answers to your organization — not the tech giants. Practical, open-source AI built for universities, healthcare organizations, and nonprofits.

AI & Automation

Where AI earns its keep

Not AI for its own sake — targeted applications that save staff time and serve your communities better.

AI Strategy & Consulting

A clear-eyed assessment of where AI helps your organization — and where it doesn't. We map use cases to your data, compliance obligations, and staffing reality, then deliver a roadmap you can actually execute.

Custom AI Agent Development

Agents that answer donor questions, triage support requests, and route inquiries — grounded in your content, deployed on your infrastructure, and auditable by your compliance team.

Answer Engine Optimization (AEO)

Your communities increasingly ask AI tools for answers. We structure your content so you're cited accurately — and so the citation is one you'd be proud of.

AI-Assisted Search

Search that understands questions, not just keywords — built with semantic search and language models that run on your platform, not someone else's cloud.

Automated Testing & AI Tooling

We use AI tooling in our own workflow — automated testing, code review, and QA — so the sites we hand you are verified, not just deployed.

Self-Hosted & Open-Source Stacks

We build on open-source tools and on your infrastructure — so your data never leaves your control, and you own the tools. No vendor lock-in and predictable costs.

What This Looks Like in the Field

Agent patterns that fit nonprofit work

Concrete examples of what agents do for mission-driven organizations — assisting your staff, not replacing their judgment.

Client Intake & Triage

Conversational or form-based agents collect unstructured client needs — housing, food aid, benefits — and check initial program eligibility in seconds, freeing staff for the human parts of the work.

Fundraising & Donor Engagement

Agents handle donor logistics: thank-you note reminders, personalized campaign emails, and follow-up management — so no donor slips through the cracks while your team focuses on relationships.

Volunteer & Community Coordination

Automated workflows match volunteers to open shifts, send reminders, log hours, and handle basic inquiries — the reliable drudgery every volunteer coordinator deserves to offload.

Grant Support

Agents scan funder databases, match programs to grants, and assist grant writers — cutting the boilerplate while your team keeps the judgment and the voice.

Coaching & Field Support

Digital coaching agents deliver localized, real-time guidance to remote community members or program participants — extending your program's reach beyond staffed hours and locations.

Your data, your models, your rules

What the industry calls "AI sovereignty" simply means the capability lives where you decide it lives. Run it on your servers, point it at your content, and audit what it does — instead of feeding your donors' data, patient questions, or student records into someone else's cloud and hoping their terms of service hold up.

  • Self-hosted deployments — your data never leaves your control
  • Open-source components — no vendor lock-in, no surprise licensing
  • Transparent outputs — every AI answer traceable to source content

Our stance on the AI hype cycle

Most AI content today is noise. We'd rather show you a working prototype on your data than a slide deck about transformation. If AI can't clearly save your team time or serve your audience better, we'll tell you that too.

Have a use case in mind?

Bring us the workflow that eats your staff's week. We'll tell you honestly whether AI can fix it — and what it would take.

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