The Operating
System Architecture.
Operating systems manage state and allocate execution. WUF is the operating system for enterprise state that lets autonomous agent fleets safely read, reason, and act across your systems without operational risk.
System Architecture Schematic
Compile the World Model
Connect enterprise silos and compile unstructured institutional state into a deterministic, queryable knowledge graph.
Universal Silo Conduits
Connect to GitHub, Google Drive, Microsoft 365, Confluence, Slack, and Salesforce. We ingest unstructured text, PDFs, and code repositories, maintaining real-time coherence with source systems.
- Real-time webhooks & OAuth
- Hierarchical parent-child chunking
- High-speed halfvec(768) embeddings
Deterministic State & Drift Tracking
We track state changes at the byte and text level. By comparing source_bytes_hash and normalized_text_hash, WUF detects semantic drift before agents can act on outdated context.
- Byte-level hash verification
- Normalized semantic comparison
- Instant agent state invalidation
The Consistency Kernel
The runtime state machine and permission layer. Intercept context contradictions before agents act, enforcing authority signals and certainty thresholds.
Authority Signals & Precedence
When two data sources disagree (e.g. public landing page vs Salesforce CPQ master), WUF evaluates employee seniority, departmental jurisdiction, and timestamps to determine canonical truth.
- Departmental truth ownership
- Certainty scoring (threshold ≥ 0.90)
- Zero agent paralysis
Strict Evidence Provenance
Every atomic fact is linked directly to the exact paragraph in the source document. When agents execute or answer queries, they provide verifiable citations. No black-box hallucinations.
- Exact snippet citations
- Source document linking
- Verifiable audit trails
Deploy the Autonomous Workforce
Don't just detect drift—deploy autonomous agent fleets that research, draft, self-patch systems, and publish content directly to production.
Autonomous Patching
When a conflict is detected, WUF.AI generates a proposed text patch. Review the diff side-by-side, approve it, and the engine commits the change back to the source system.
- LLM-generated text diffs
- Human-in-the-loop approval
- Direct API commits (e.g., GitHub PRs)
Flows & Automation
Build autonomous loops that run on a schedule. Generate weekly release notes, scan marketing claims against legal docs, or sync SLA terms across platforms automatically.
- Cron-based scheduling
- Event-driven triggers
- Custom generation prompts
Model Context Protocol
Standardize how your AI agents access data. WUF.AI acts as a universal MCP server, providing a secure, governed context layer for Claude, Cursor, and custom agents.
- Universal Agent Connector
- Secure Context Injection
- Standardized Tool Calling
API-First
Architecture.
Everything you can do in the dashboard, you can do via the API.
Integrate WUF.AI directly into your CI/CD pipelines, internal tools, or customer-facing applications. Build custom skills, trigger flows programmatically, and query the Knowledge Graph with millisecond latency.
Read API DocsConnect Everything
WUF.AI connects to the tools your team already uses. No migration required.
Built for the Paranoid
Enterprise-grade security, access control, and auditability out of the box.
ABAC Permissions
Facts inherit the permissions of their source documents. We enforce strict Attribute-Based Access Control across the entire graph.
Bring Your Own Key
Process your data using your own LLM API keys. We never train on your data, ensuring complete privacy and control.
Full Audit Trail
Every extraction, conflict detection, and patch approval is logged immutably. Perfect for compliance and security reviews.
Experience the Engine.
Stop reading features. Start enforcing consistency.