Stop publishing AI documentation without evidence.
NinFenz turns documentation requirements into versioned contracts, deterministic release gates and audit-ready reports. It does not form an opinion about your content; it proves which controls actually ran.
The execution layer between governance and release
Governance platforms define policy. Observability tools inspect runtime. Security tools block attacks. NinFenz supplies deterministic evidence that a controlled output met its contract before release.
Versioned rules
Required sections, typed fields, approvals and forbidden patterns become explicit, inspectable rules.
Deterministic gate
CLI, MCP, agents and CI execute the same checks and receive rule IDs, locations and fixes.
Audit-ready reports
JSON and HTML reports can be retained, reproduced and combined with checksums and provenance.
Release decisions
Internal audit, customer assurance and procurement can review the same evidence package.
Built for AI output, not another governance dashboard
Strong fit
- Agents generating enterprise reports, tickets, release notes or knowledge content
- API references, runbooks, migration guides and security policies
- AI vendors facing customer assurance or security questionnaires
- Governance and evaluation platforms that need an execution layer
Explicit boundaries
- No enterprise AI inventory or shadow-AI discovery
- No DLP, IAM or real-time prompt firewall
- No model drift, fairness or red-team evaluation
- PASS is not a claim of factual, legal or security certification
A four-week path from manual trust to reproducible evidence
Scope
Select one production workflow and collect representative documents.
Contracts
Build ten contracts with PASS and targeted FAIL fixtures.
Integration
Connect CLI, MCP or CI and produce an evidence package.
Acceptance
Remediate, demonstrate evidence and define the next 90 days.
Transparent pricing for enterprise procurement
Open source
- Complete core code
- CLI / MCP / LSP
- Local execution
Assurance Diagnostic
- 10 executable contracts
- PASS / FAIL fixtures
- Evidence package and audit demo
Team Control
- 40 professional controls
- 10 agent packs
- Report templates and updates
Enterprise
- Commercial license
- Security questionnaire support
- Private deployment and SLA
Verifiable technical foundation
Scale: 111 registered packs · 363 pack assets · 101 concept graphs; standards 370 (332 reachable / 38 unreachable) · 1200 bindings · 3 library items.
NinFenz (NF) is a content contract layer: a protocol plus deterministic gates plus verifiable artifacts, so AI long-form output can be loaded, checked and reproduced.
FAQ
Is Community really open source?
Yes. Core code is AGPL-3.0-only. Closed-source embedding, formal SLA, private deployment support and enterprise procurement use a commercial license.
Does NinFenz replace AI governance tools?
No. It supplies the executable output-contract and evidence layer between governance, agent platforms and CI.
Does it check factual truth?
No. It checks contract conformance. Human review and domain processes retain responsibility for accuracy and suitability.
Can it run privately?
Yes. Core validation and reporting are local-first. Enterprise support is available for private deployment.