Eliminate Data Drift.
Establish the
Enterprise Truth.
Internal silos (Slack, M365), public documentation (Zendesk), and CMS assets (Webflow) silently contradict each other. WUF continuously extracts canonical facts, detects contradictions with cryptographic provenance, auto-patches source systems, and unleashes an autonomous content team.
Maintain → Explicate → Synthesize
WUF.AI replaces passive, hallucination-prone doc chatbots with an active, deterministic truth engine and autonomous synthesis matrix.
1. The Knowledge Graph
Connects securely across Google Drive, Microsoft 365, Slack, Notion, and GitHub. Documents undergo hierarchical parent-child semantic chunking and high-speed vectorization (halfvec 768). LLMs distill messy text into atomic, structured facts (Entity, Relation, Value) with irrefutable cryptographic evidence links.
Witness Real-Time
Bi-Directional Patching
Select an enterprise contradiction scenario below. See how WUF detects semantic drift, applies employee authority signals, and writes deterministic patches directly to source APIs.
Public Webflow Pricing Page
Salesforce CPQ Contract Master
Salesforce CPQ holds single-source-of-truth ownership for pricing relations (Seniority + Department Precedence).
The Autonomous
Content Team
Don't just detect falsehoods—generate truth. Schedule automated multi-step LLM pipelines that research, fact-check against your Knowledge Graph, and publish high-stakes content directly to CMS platforms.
Technical Architecture Whitepaper
fact_evidenceZero Silo Excluded.
One Canonical Truth.
WUF establishes authenticated conduits into every repository where enterprise truth is drafted, debated, or published.
Google Workspace
Microsoft 365
Slack
Notion
GitHub
Zendesk
Salesforce CRM
Webflow CMS
WordPress & Ghost
Atlassian Confluence
Amazon S3
Model Context Protocol
Deterministic Security.
Strict ABAC & BYOK.
Truth cannot come at the expense of privacy. WUF enforces document-level attribute-based access control (ABAC), PII scrubbing before embeddings, and Bring Your Own Key (BYOK) cost isolation.
Strict ABAC Allow / Block Lists
Embeddings and generated content strictly inherit source ACL permissions.
Automated PII & Secret Scrubbing
Regex and zero-shot NLP redact credentials, tokens, and SSNs before ingestion.
Bring Your Own Key (BYOK)
Execute generation using corporate OpenAI or Anthropic keys with hard token limits.
Model Context Protocol (MCP) Client
Governed agent skill execution bounded by strict enterprise policy boundaries.
allow: ["dept:legal", "level:executive", "geo:us-east"]block: ["contractor:true", "external_api:true"]Calculate the Cost of
Silent Data Drift
Tune your organization parameters to quantify the contradictions prevented, engineering hours reclaimed, and patch velocity gained.
Eliminate Drift.
Deploy the Truth Protocol.
Establish deterministic consistency across your enterprise data repositories today. Zero ungrounded claims. 100% cryptographic provenance.