Govern Every AI Decision
At the Source
KNIRVSERVER is your organization's AI sovereignty layer — orchestrating multi-provider LLMs, enforcing ontology-driven guardrails, anchoring compliance evidence on-chain, and turning AI failures into collective, monetizable knowledge.
Everything your enterprise AI stack needs,
sovereign from day one
Eight integrated services that compose into a complete AI governance, compute, and compliance platform.
Multi-Provider AI Orchestration
Route inference across Anthropic, Cerebras, Gemini, and DeepSeek with automatic failover, Mixture-of-Agents ensemble reasoning, and per-task provider routing.
- Primary → fallback chain with zero downtime
- MOA: planner / executor / verifier roles
- Token-efficient context chunking
Enterprise AI Governance
Auto-generate 50+ guardrail rules from your organizational ontology. Every LLM request checked against corporate policy before execution.
- Ontology-driven rule generation
- Real-time violation alerts via WebSocket
- Policy hashes anchored to ValidationChain
DVE Compute Marketplace
One-click provisioning of Distributed Virtual Execution nodes. P2P discovery via libp2p DHT. NAT traversal via KNIRVGATEWAY TURN/STUN.
- Docker → Podman → native fallback
- SSH access from the browser (xterm.js)
- Reputation-based load balancing
Sovereign Knowledge Base
GraphRAG-rs (Rust FFI) builds entity-relation graphs from your document corpus. FAISS + BM25 hybrid search with graph context.
- Upload PDFs, markdown, text documents
- Deploy indexed knowledge for live inference
- PQC-encrypted at rest
Cryptographic Compliance
Post-quantum cryptographic signatures on every policy, validation result, and evidence pack. Immutable audit trail anchored on-chain.
- PQC-signed evidence packs
- ValidationChain anchoring with tx_hash
- Regulator-ready compliance dashboards
Error Mining & NRN Rewards
AI failures become monetizable knowledge. ErrorNode → SkillNode transitions mine skill.md files. Contributors earn NRN token rewards.
- KNIRVGRAPH P2P error propagation
- HERO Model automated resolution
- Compute rewards proportional to contribution
eBPF Kernel Security
Real-time kernel-level monitoring of every DVE workload. LSM policy events, syscall counts, and XDP packet filtering at the OS level.
- Captures LLM prompts before encryption
- Intent-action drift detection kill switch
- Predictive anomaly detection
Badge Governance Lab
Mint capability tokens encoding ontology tags, value signals, and scoped auth credentials to KNIRVCHAIN. Attach badges to DVE nodes for inherited governance.
- SVG badge minted as chain-native token
- AND-evaluated stacking across DVE nodes
- Audit trail stamped with badge_id
Seven phases. One coherent platform.
From initial onboarding to continuous knowledge mining, every stage is governed, auditable, and composable.
Built for organizations that take AI seriously
Enterprise AI Governance
Deploy KNIRVSERVER as your internal AI governance layer. All LLM requests routed through policy-checked guardrails with cryptographic audit trails.
Regulated Financial Services
Fintech plugin loads KYC, AML, Basel, and SEC ontologies. FintechValidator runs compliance checks; ReplayEngine produces transaction audit trails.
Sovereign Research Knowledge
Upload proprietary documents, build GraphRAG knowledge bases, and query with semantic graph retrieval — all encrypted at rest with PQC.
Decentralized Error Mining
Operate a KNIRVGRAPH node that mines AI error knowledge, accumulates skill.md files, and earns NRN rewards for successful resolutions.
Kernel-level oversight.
Not just a firewall.
GuardrailEngine runs below your application stack. eBPF probes inspect every DVE workload at the OS level — capturing LLM prompts before encryption, correlating intended tool calls with actual syscalls, and triggering session revocation the instant agent behavior drifts from its declared intent.
- Intercepts plain-text prompts before they reach the LLM provider
- Maps predicted tool calls vs. actual kernel syscalls in real time
- Revokes sessions and blocks calls on intent-action drift detection
- Predictive anomaly surface via DistributedScaler + ProactiveDetector
Your organization's AI.
Governed. Auditable. Sovereign.
Deploy KNIRVSERVER on your infrastructure or use our managed cloud hosting. Both options include the full governance stack, DVE provisioning, and on-chain compliance anchoring.
- Full data sovereignty
- No vendor data access
- systemd / Docker deployment
- Community support
- Instant provisioning
- Auto-scaling DVE nodes
- SLA-backed uptime
- Enterprise support
Questions? Read the documentation or contact us.