Consulting Services

We offer specialized consulting to help your organization design intelligent, human-centered systems for content and knowledge. Each engagement is custom scoped, but our work typically falls into one or more of the following service categories.


1. Knowledge System Architecture

Build content systems that scale with structure and meaning.

  • Modular content reuse
  • AI/LLM integration (RAG pipelines, summarization, personalized delivery)
  • Structured content lifecycles

Deliverables may include:

  • Schema definitions (YAML, JSON-LD)
  • Taxonomy design
  • Authoring environment architecture

2. AI-Ready Documentation Workflows

Make your documentation future-proof.

  • Schema-based or markdown-first authoring
  • RAG-ready pipeline design
  • Validation and tagging systems

3. Structured Content Strategy

Define what your content means—and how to use it.

  • Controlled vocabularies and metadata mapping
  • Schema.org/JSON-LD for discoverability
  • Taxonomy and tagging governance

4. Tool Customization & Internal Systems

Build the right tools for your team.

  • Internal wikis, editors, validators, dashboards
  • Lightweight Python/Flask tools and visualizations
  • Mermaid, Neo4j, and open standards

5. Training & Advisory Retainers

  • Ongoing support
  • Design reviews
  • Hands-on collaboration and training

Let’s Talk

Need help designing a smarter, more sustainable way to work with information?

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