Applied AI Tools
The AI-native operating model and working agents CRAI builds for itself, then makes publicly available for all rural organizations.
AI Native
Live ProgramWe build on the tools we teach.
The Center for Rural AI is itself becoming an AI-native organization. We are building how we operate daily for research, outreach, and program delivery around AI from the ground up, so that our guidance to rural institutions comes from lived experience rather than theory.
Running this way means we feel the real challenges and the real benefits of adopting AI firsthand: the workflows that break, the ones that transform, and everything in between. That hard-won understanding is what we bring to the organizations we serve.
Our aim is for our AI-native design to add capabilities a small team wouldn't otherwise have access to, the equivalent of a marketing lead or a dedicated technical-support person and to roughly triple the effective output of the staff we do have.
Why It Matters
Because we operate lean and AI-native, we can show what a small rural organization can accomplish with the right tools and pass those playbooks directly to the institutions and communities we support.
Grant Writing Assistant
Active Pilot · First External Deployments UnderwayAn agent that builds a nonprofit's whole grant pipeline
For a small nonprofit, finding the right grants is a job unto itself, one few teams have the hours to do well. The Grant Writing Assistant scans for grant opportunities, assesses how well each one fits the organization's mission and eligibility, and compiles the qualified ones into a living database. Every entry carries the details that matter for a go/no-go decision: deadlines, award size, and requirements.
What makes it reusable is the work underneath. We turned CRAI's own Organizational Reference Document into a fill-in template that any organization can complete to get started. Feed the completed template to the startup skill and it builds the whole system for you, the Airtable database, the scanning and scoring skills, and the audit trail. It's a skill that builds skills.
The Org Seed Template
The single most important artifact is the Org Seed Template: 41 questions across 13 sections that build a comprehensive, structured view of an organization. It moves an organization's canonical information out of a loose document and into a fill-in-the-blank template that becomes the source of truth for everything downstream.
Reusable AI Skills
Four reusable AI skills built so far, the building blocks another rural organization can adapt.
Scans for new grant opportunities that match the organization's profile and funding priorities.
Assesses how well each opportunity fits the org's mission, eligibility, and fit rules, and scores it for review.
Writes and inserts qualified records into the organization's Airtable base — no manual data entry.
Captures the outputs of every scan into a Search Audit Log, so there's a full record of what was searched and found.
Proven End to End
To prove the model, we built a fictional nonprofit deliberately unlike CRAI and ran it through the whole pipeline: the agent took its completed template, generated the Airtable base, populated every table, and left it ready for its first scan. In testing, the onboarding skill built every skill and Airtable asset in about five minutes. Early onboardings can be walked through in a short session covering account setup, the skill install, and a first guided scan.
Website Updater
In DevelopmentRequest a website change in Slack; a human signs off before it ships
A team member posts the natural language change they want in Slack, an automated Claude task drafts the update, and a maintainer confirms it before it goes live.
The key is the human approval step: nothing touches the live site until a person reviews and signs off, so the convenience of plain-English requests never comes at the cost of control.