VIZION AI
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Knowledge Infrastructure System

Operational Knowledge Repository

Ideas deserve preservation long before they deserve implementation. We build durable, git-backed knowledge architectures that rescue your team’s intellectual capital from scattered download folders, buried cloud drives, and ephemeral chat histories.

Starting From

10,000 CZK / €420

Turnkey setup covers taxonomy engineering, directory scaffolding, automated AI librarian triage prompts, and migration of your initial 50 core documents.

Need to turn hundreds of hours of recorded video and audio into queryable cards? Explore the Knowledge Pipeline.

The Real Problem

Most businesses don’t have a knowledge shortage—they have an unsearchable mess. Years of intellectual capital are trapped in “New Folder (3)”, local Downloads folders, Slack threads, and ephemeral AI chat histories. When key employees step away, institutional context vanishes with them.

Durable Taxonomy & Maturity Lifecycle

We install an immutable directory architecture (from Inbox to Authority) with an explicit document lifecycle (INBOX → IDEA → ACTIVE_RND → CANONICAL → ARCHIVED). Your team and your AI tools instantly distinguish vetted corporate authority from raw exploratory scratchpads.

Local-First, Future-Proof, AI-Ready

Zero vendor lock-in. Built on open Markdown, clean YAML metadata, and Git version control. Your repository syncs seamlessly with Google Drive, OneDrive, or local IDEs, and is immediately queryable by tools like NotebookLM, Cursor, and custom assistants without hallucinating on uncurated junk.

Proven Architecture

The Universal Knowledge Taxonomy

A folder structure that scales without collapsing. Built so operators can save ideas in seconds, while AI agents respect boundaries between rough drafts and signed authority.

00_INBOXFast Capture

Drop raw notes, chat exports, and downloads without stopping your workflow to organize.

01_COMPANYBusiness Authority

The single source of truth for company positioning, consulting methodology, and governance.

02_CAPABILITIESReusable Patterns

Hardened operational frameworks and repeatable architectures extracted from past client builds.

04_PROJECTSClient & Internal Builds

Dedicated workspaces for active projects with isolated research, specs, and source snapshots.

05_PLAYBOOKSStandard Operating Procedures

Step-by-step execution runbooks for team members and AI operators to maintain quality.

99_PRIVATEConfidential Records

Encrypted or restricted storage for credentials, client PII, and financial documents.

System Architecture

How The Repository Operates

  • Immutable corporate directory architecture designed for humans, IDEs, and autonomous AI agents
  • Explicit document maturity schema that prevents draft brainstorms from contaminating authoritative policy
  • Automated AI librarian & triage runbooks (using lightweight LLMs) to sort, tag, and index incoming files
  • Standardized YAML frontmatter for transparent ownership, maturity status, and cross-project references
  • Universal plain-text Markdown foundation compatible with Git, local search, Cursor, Claude Code, and NotebookLM
  • Private storage and confidentiality boundaries separating public research from proprietary client data

What’s Included

Turnkey Deliverables

  • Operational knowledge audit & folder sprawl inventory across existing drives and chats
  • Customized corporate taxonomy and directory scaffolding tailored to your business model
  • Document maturity lifecycle schema and frontmatter metadata configuration
  • Automated AI Librarian runbook and triage prompt pack for fast routine sorting
  • Initial migration, structuring, and metadata tagging of up to 50 core company documents
  • Complete operator guide and 1-on-1 team handoff session for ongoing maintenance

Built for Humans First. Supercharged by AI.

Proprietary knowledge bases and complex SaaS wikis fail because updating them feels like doing homework. By contrast, this repository uses open plain-text Markdown, local-first files, and git sync. You write where you are already comfortable, and automated librarian agents do the heavy lifting of indexing and cross-linking.