What Admina is
Admina is an Open Source framework to build AI applications that are governed by design. It bundles a Python SDK (in-process), a Rust network proxy, a CLI, a dashboard and a plugin system. It intercepts model calls and applies bidirectional policies with four actions: ALLOW, BLOCK, REDACT, CIRCUIT BREAK.
Four governance domains
- Data Sovereignty — PII redaction, data residency enforcement, data classification (Rust, 0.62µs per scan)
- AI Infrastructure — LLM engine (Ollama, vLLM), RAG pipeline (ChromaDB), web UI, hot model switching
- Agent Security — anti-injection firewall (15+ patterns, 2.08µs), TF-IDF loop breaker (2.38µs)
- Compliance — EU AI Act classification (Art. 6-15), forensic black box with SHA-256 hash chain on MinIO, native OpenTelemetry
Performance
Median governance overhead: 6.25µs (Rust) across the full 4-domain pipeline. P95 7.04µs, P99 7.29µs. Automated test suite with 700+ cases.
OISG adequate by default
Admina is built around the OISG paradigm — Open, Intelligent, Secure, Governed (oisg.ai). The adequacy score is computed at runtime from the live installation state; a default install reaches the adequate band.
Why Apache 2.0
We believe AI governance must be inspectable. Admina is and will remain open: no lock-in, no closed “enterprise” version of the core.
Official project site
Documentation, code and community live at admina.org and github.com/admina-org/admina. For enterprise support, integration, training and governance audits: Admina Enterprise.