The Engine
Unpacked.
A comprehensive suite of tools designed to extract, monitor, and enforce truth across your entire organization.
System Architecture Schematic
Maintain
Connect your silos and establish a baseline of truth. We monitor for drift at the byte level.
Universal Integrations
Connect to GitHub, Google Drive, Confluence, Slack, and more. We ingest unstructured text, PDFs, and code repositories, maintaining a live sync with the source.
- Real-time webhooks
- Scheduled polling
- Custom API ingestion
Cryptographic Drift Detection
We don't just look at modification dates. We hash the source bytes and the normalized text. If a single character changes in a canonical document, we know.
- Byte-level hashing
- Normalized text comparison
- Instant drift alerts
Explicate
Turn unstructured text into a queryable knowledge graph. We extract facts, resolve entities, and track provenance.
Fact Extraction & Entity Resolution
Our models read your documents and extract atomic facts (e.g., "Enterprise Plan has price $499"). We resolve aliases so "Acme Corp" and "Acme Inc" map to the same canonical entity.
- Automated relation mapping
- Cross-document entity linking
- Confidence scoring
Evidence & Provenance
Every extracted fact is linked to the exact byte range in the source document. When the engine makes a claim, it provides the citation. No more black-box hallucinations.
- Exact text snippets
- Source document linking
- Verifiable audit trails
Synthesize
Don't just detect problems—fix them. We generate patches and automate content updates.
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.