Articles & Resources

How think tanks and policy centers can use AI in research without fabricated citations, using source-first drafting, provenance logs, and review tiers.

How disease charities can use AI in patient registries and research grant programs, and where HIPAA, IRBs, consent, and scientific judgment set the limits.

Grateful patient fundraising under HIPAA: the six PHI categories foundations may use, opt-out rules, BAAs, and how AI helps prospect screening and stewardship.

Higher ed advancement AI guide: alumni data hygiene, CASE engagement scoring, campaign prospecting, and FERPA limits for small college and school gift teams.

Survey design for nonprofits: write unbiased questions, balanced scales, and plain language with AI help, then pilot test with real people before analysis.

AI for trade associations and professional societies: support certification exams, CE credit tracking, and benchmarking while protecting exam integrity.

IRB review for nonprofits: when program studies become human subjects research under the Common Rule, what is exempt, and how to use AI with participant data.

Client grievance process for nonprofits: build a fair complaint policy clients will use, then let AI help with notices, logs, deadlines, and board reports.

Public radio and community TV AI guide: prep pledge drives, grow sustaining members, and draft FCC-compliant underwriting copy with human review on every spot.

Child care center AI for nonprofits: forecast enrollment, plan ratios and staff coverage, and draft family messages while people stay in charge of child safety.

Program fidelity monitoring for nonprofits: track adherence, dosage, and quality in evidence-based models. Use AI to spot drift without punishing adaptation.

Oral history AI transcription and indexing for archives and historical societies: accuracy limits, old releases, restricted segments, and tribal protocols.