Empowering enterprises and developers to build, govern, and deploy ethical, air-gapped AI systems.
Kobkob LLC is an enterprise AI governance and open-core software organization based in Florida, USA. We bridges the gap between static compliance regulations (NIST AI RMF, EU AI Act, LGPD/GDPR) and actual repository code execution.
Through our flagship Knowledge and Artificial Intelligence Development Framework (K-AIDF) and the kob CLI agent, we compile ethical boundaries, privacy guardrails, and data sovereignty rules directly into build pipelines as deterministic constraints.
- K-AIDF Core Framework: The open-standard framework introducing the Methodology-as-Code paradigm.
kob 0.6.0CLI Agent: Local, multi-model AI agent running air-gapped via Ollama and MCP servers.- Mentor / Reasoning Engine: OLMo (Allen AI) for ethics, prompt safety, and architectural checks.
- Code Generation Engine: Qwen2.5-Coder for high-precision AST parsing and patch generation.
- KAIDF AI Maturity Model (KAIDF-AMM): A 5-dimension evaluation framework for enterprise AI auditability.
| Feature | Legacy Guardrails (e.g., NeMo) | Enterprise GRC (e.g., Credo AI) | K-AIDF (kob v0.6.0) |
|---|---|---|---|
| In-Code Enforcement (CLI) | ❌ | ❌ | ✅ Yes |
| Air-Gapped Local LLM (MCP/Ollama) | ❌ | ❌ | ✅ Yes |
| Static PDF Policies vs. Code | PDFs Only | PDFs Only | Methodology-as-Code |
| Multi-Model Orchestration | ❌ | ❌ | ✅ OLMo + Qwen |
| Enterprise Certification Seal | ❌ | ❌ | ✅ KAIDF-AMM Seal |
- 📖 Documentation & Portal: kobkob.org
- 🎓 Academic Research: Explore our latest pre-prints and peer-reviewed papers on AI Governance.
- 🛡️ Enterprise Advisory & Certification: Kobkob LLC offers 2-week Assessment Sprints and the Sovereign & Responsible AI Certification Seal for B2B clients.