Mission focus
Fide Labs can stay razor focused on public trust, institutional wisdom, and responsible adoption rather than optimizing for shareholder returns or vendor advantage.
A nonprofit public standard for faith-based AI
Faith communities need trusted guidance for the age of AI.
Fide Labs helps churches, schools, ministries, publishers, and donors evaluate AI systems with wisdom, independence, and care for the people they serve. We exist for the benefit of humanity and the glory of God.
The case
AI will shape how people seek answers, learn doctrine, prepare teaching, and receive guidance.
The question is not whether faith communities will encounter AI. They already are. The question is whether the field will have trusted, independent infrastructure before adoption hardens around hype, vendor claims, and uneven local capacity.
Fide Labs exists to build that infrastructure as a nonprofit: a neutral standard-setting and evaluation institution for a domain where trust is not a feature. It is the foundation. The mission is narrow enough to execute and large enough to gather people and capital from everywhere who believe this work matters.
Why nonprofit
The structure protects the mission.
Shared ownership
The work can gather theologians, builders, schools, ministries, donors, researchers, and practitioners around a common standard that no single company owns.
Access and public benefit
Philanthropic capital can subsidize the public-good layer, including scholarship participation and guidance for smaller institutions that cannot evaluate AI alone.
Why now
The window to shape responsible faith-AI adoption is open.
High-trust settings
Faith-based AI is moving into formation, inquiry, education, content creation, and pastoral-adjacent support. These contexts carry authority and care obligations.
Uneven evidence
Many institutions do not have the staff, methodology, or time to evaluate model behavior, claims discipline, boundaries, and source grounding on their own.
A shared opportunity
A public standard can help funders, institutions, and builders coordinate around responsible adoption before the field becomes fragmented.
What Fide Labs builds
A practical institution, not just a report.
Public benchmark and reports
Transparent releases that compare evaluated systems under named versions, caveats, and publication rules.
Institutional readiness guidance
Plain-language interpretation for ministries, schools, publishers, nonprofits, and donors making adoption decisions.
Certification and renewal pathway
Time-bounded evidence markers tied to specific system configurations and published standards.
Field education and access
Training, scholarship participation, and shared resources for organizations without internal evaluation capacity.
People and capital
Built as a gathering place for the mission.
Fide Labs needs people with spiritual seriousness, technical depth, institutional judgment, and operational discipline. The nonprofit structure lets those contributors serve the mission without needing to become vendors, competitors, or owners.
Advisory council
Theologians, ministry practitioners, educators, AI evaluation leaders, and institutional risk voices.
Reviewer network
Trained reviewers for sensitive scenarios, calibration studies, adjudication, and release review.
Launch partners
Churches, schools, publishers, ministries, nonprofits, and faith-tech builders willing to pilot responsibly.
Founding funders
Donors and foundations who want independent infrastructure to exist before market incentives define the field.
Independence
Credibility has to be designed into the institution.
Fide Labs separates funding, methodology, evaluation operations, advisory input, and publication decisions so no donor, sponsor, vendor, or related participant can purchase a favorable outcome.
No pay-for-rank outcomes
Funding and program participation cannot decide rankings, certification, or public claims.
Conflict disclosure and recusal
Covered contributors disclose relevant interests and recuse from conflicted decisions.
Related-entity firewall
Petros and similar related participants require disclosure, enhanced review, and non-conflicted signoff.
Claims humility
Scores are evidence of benchmark behavior, not theological authority or pastoral authority.
Resource stewardship
Resources go toward the public-good work that makes trust possible.
Fide Labs will use nonprofit resources to build independent standards, operate careful review, translate findings for institutions, and widen access for communities that cannot evaluate AI alone.
Start the conversation Open launch brief
Build the public standard
Benchmark methods, scenario design, scoring frameworks, release caveats, and transparent publication practices.
Operate independent review
Reviewer networks, calibration studies, adjudication workflows, sensitive-case review, and quality controls.
Equip institutions
Plain-language guidance, training, field reports, case studies, and decision support for leaders.
Widen access and accountability
Scholarship participation, open resources, funding transparency, governance reporting, and support for smaller organizations.
Pilot pathways
Early participation should serve learning, not marketing.
Institutions
Churches, schools, ministries, publishers, and nonprofits can join a readiness track to understand risks before public deployment.
Builders
Faith-tech teams can participate under published conditions, with clear caveats and no pay-for-rank arrangements.
Funders
Donors can support the shared infrastructure and receive transparent reporting on progress, governance, and field impact.
For due diligence
Inspect the machinery behind the mission.
For technical partners and serious donors, Fide Labs publishes the methods behind its claims: benchmark scope, run manifests, scoring rules, calibration workflows, release caveats, and correction policy.
Launch brief
Donor case statement
Governance charter
Decision rights and public accountability
Conflict policy
Disclosure, recusal, related-entity firewall
Benchmark card
Scope, limitations, and release context
Claims policy
What results can and cannot mean
Funding transparency
Public reporting template
The aim is a wiser faith ecosystem in the age of AI.
Fide Labs gives leaders a place to turn before trust is delegated to tools no one has independently evaluated.