The Complete AI System.
Governed. Traceable. Auditable.
iKB handles everything — retrieval, models, channels, storage, moderation, and audit. Integrate any system through our API for reliable, governed answers. Connect to virtually any storage platform. Run it on your infrastructure or ours.
Tested Against the Best. Perfect Score.
20-question adversarial retrieval accuracy test across two dense regulatory documents. Evaluated by Claude Opus 4.6. iKB achieved a perfect 10.0/10 without thinking mode — outperforming both competitors that had thinking enabled.
EPSU GDPR Briefing
PCI DSS v4.0.1
Where Competitors Failed
Evaluated by Claude Opus 4.6 (Anthropic) • 28 March 2026 • 5-dimension scoring: Accuracy, Completeness, Hallucination, Confidence Calibration, Exception Awareness
Every AI Interaction — Governed, Traced, Auditable
Accuracy
Every response grounded in source data with citations. Quality scoring on faithfulness, relevance, and groundedness. Automatic regeneration on low scores — across every channel your solution uses.
Governance
Four-pillar immutable audit system built into the pipeline, not bolted on. Audit logs, prompt versioning, config tracking, and moderation events — enforced identically across all 6 channels and the REST API.
Traceability
Complete chain of custody for every interaction through the pipeline. Prompt changes versioned, 47+ config fields tracked with before/after snapshots. Every action captured with actor, IP, and timestamp — regardless of which channel triggered it.
Governance Built Into the Pipeline
Four independent, immutable logging systems that every channel inherits automatically. Consent management, content moderation, and DSAR compliance — enforced at the infrastructure level.
Logs, Prompt Versions, Config Changes, Moderation Events — all append-only, never deletable
Before/after snapshots for every topic setting change with IP attribution
Fail-closed default, per-topic, per-channel, every call logged with response time
Immutable audit trail. Deletion returns 403 Forbidden. Full non-repudiation.
Content Moderation
Built-in 13-category moderation using OpenAI's omni-moderation model, free of charge.
GDPR & Data Privacy
Dedicated DSAR module gives superadmins complete GDPR compliance tooling.
Complete Sovereignty — Run Fully Offline
iKB is built to operate in air-gapped, zero-trust environments with absolutely no external dependencies. Deploy on your own GPU infrastructure using open source AI models through vLLM, Ollama, or any OpenAI-compatible endpoint. Every component — inference, embeddings, moderation, storage — runs locally. No data ever leaves your network. No cloud calls. No phone-home. Full operational sovereignty for defence, government, finance, and any environment where data must never cross the perimeter.
One Pipeline. Every Channel. Every Model.
Unified 8-stage retrieval pipeline shared across all channels. Plug in any LLM via LiteLLM, connect any data source, and get quality scoring, per-user memory, and query decomposition automatically.
iKB Memory
Per-user semantic memory via Mem0 + pgvector. AI remembers preferences and facts across sessions with privacy-first incognito mode.
Unified RAG Pipeline
8-stage pipeline: HyDE, query decomposition, reranking, neighbourhood expansion — shared across all 6 channels.
GraphRAG
Cross-document entity relationships, hybrid graph+vector queries, 15+ configurable settings.
Enterprise Security
147-finding security audit. Egress policy system, DACL permissions, nonce-based tool delimiters, Fail2Ban, and 2,251 automated tests.
Dual-Key Encryption
AES-256-GCM with user key + admin key. All secrets Fernet-encrypted. Sensitive values auto-redacted in logs.
Enterprise SSO
Authentik OIDC with headless auth, JIT provisioning, group sync. Three modes: SSO-only, hybrid, local-only.
App Hardening
SSRF blocking, ODBC injection prevention, CSP nonces, CSRF, HSTS, XSS remediation, Fail2Ban integration.
DACL Permissions
18 granular permission columns per admin. Deny-by-default, hierarchy enforcement, per-channel limits. Full audit logging.
Session Security
HTTPOnly cookies, strict SameSite, UUID v4 validation, TOTP 2FA, HMAC webhooks, IP whitelisting.
No External Training
Your documents are NEVER used to train AI models. Complete data sovereignty guaranteed.
Plug In Any Channel. Same Pipeline. Same Governance.
6 channels connect to the same RAG pipeline with the same governance, traceability, and quality guarantees. Build customer-facing products, internal tools, or API integrations — all governed identically.
Web Chat Widget
Deploy on any website with a single script tag.
Human Escalation
When AI can't help, users request human assistance directly from chat.
External API Tools
Connect AI to live data and business systems with full governance.
SQL Functions & APIs
Schema-level discovery, admin annotations, query playground.
Flexible Deployment, Any Scale
Cloud SaaS
Fully managed, automatic updates and scaling
Private Cloud
Dedicated instance in your cloud region
On-Premise
Your infrastructure, air-gapped available
25+ Document Formats
Magic byte validation, ClamAV scanning, ZIP bomb protection, UUID filename sanitization.
Performance
The iKB Difference
What Teams Build on iKB Infrastructure
Governed AI Products
Build customer-facing AI products with immutable audit trails, prompt versioning, and content moderation baked into the infrastructure. Ship governed AI without building governance.
Sovereign AI Infrastructure
Deploy on your own infrastructure with complete data sovereignty. Air-gapped, local models via vLLM/Ollama, SSO integration. Full traceability for public accountability.
Multi-Channel AI Solutions
Plug Slack, Teams, WhatsApp, web widget, and REST API into one governed pipeline. Each channel gets the same retrieval quality, moderation, and audit trail automatically.
Internal AI Platforms
Build internal knowledge platforms with 25+ document formats, per-team knowledge bases, skills system, and governance exports. Teams get consistent, traceable answers from your data.
Deploy across 6 channels: Native Chat, Web Widget, Teams, Slack, Chatwoot/OMNI, REST API. Learn more →
One system. Everything you need.
Self-hosted or cloud. Any model. Any storage. Complete governance.