Institutions shall at all times satisfy the following own funds requirements: a Common Equity Tier 1 capital ratio of 4.5%, a Tier 1 capital ratio of 6%, and a total capital ratio of 8% of the total risk exposure amount calculated in accordance with Article 92(3)CRR Art. 92(3) → total risk exposure calculation and Article 92(4)CRR Art. 92(4) → additional own funds requirements.
The AI operating system that transforms dense regulatory text into structured knowledge your bank can act on.
The platform
An AI agent with access to your bank's regulatory knowledge, data model, and building tools. You ask questions. It researches with expert precision. You stay in the loop.
Three pillars of knowing
Every regulation BARK processes is decomposed into structural text, semantic concepts, and computational logic.
Capabilities
Not another chatbot. A structured knowledge system with verification, traceability, and computational logic built in.
2.7 million nodes across three pillars. Not chunks in a vector database — structured, traversable, temporally-versioned regulatory intelligence.
2.7M Nodes · 3 Pillars · Neo4jNo model validates its own output. Claude, Gemini, GPT-5, and Grok work in parallel. HMAC-signed sources prevent fabrication.
4+ LLMs · Cross-validation · HMACFull vertical pipeline. Understand regulation, build compliant models with AI assistance, deploy as operational processes.
4 Workspaces · DAG Models97,481 reporting cells mapped across 695 templates in 21 frameworks. COREP, FINREP, IRRBB, ESG Pillar 3, and more.
21 Frameworks · 97K CellsValidation architecture
No model checks its own work. BARK uses cross-provider diversity to eliminate single-model bias.
Every assertion cryptographically linked to retrieved regulatory text.
See the difference
Process
Describe your regulatory challenge in plain language. BARK decomposes it into a research plan with parallel investigation streams.
Multiple LLMs traverse the knowledge graph, cross-reference articles, and validate findings. Every claim traced to its source.
Turn research into executable models, automated reports, and monitoring processes. Understanding to production in one platform.
Live system
BARK is not a tool. It's an operating system.
Built for banks
We hold ourselves to the same standards we help banks meet.
All infrastructure in europe-north1 (Finland). Your data never leaves the EU.
Isolated credentials per bank. Project-level workspace isolation.
Event-sourced workspace with hash-chained integrity. Every step tamper-evident.
Every finding cryptographically linked to retrieved text. Sources cannot be fabricated.
Join the banks using BARK to turn regulatory complexity into competitive advantage.