How does an AI architecture engagement work?

Chuck Schultz embeds as an AI architect delivering documented, repeatable agentic system designs with quality gates. Engagements start with a no-obligation 30-minute discovery call, followed by a scoped proposal and paid pilot. Monthly retainers range from $15,000 to $30,000 based on scope, month-to-month with no long-term lock-in.

Who is the ideal client for Chuck Schultz Consulting?

Ideal clients include marketing agencies, brand advertisers, and adtech/martech vendors that need agentic AI systems designed and deployed — not just advised on. Chuck works with 1-2 clients at a time and focuses on execution, not decks.

What is the Agent Sprint methodology?

Agent Sprint is Chuck Schultz Consulting's proprietary seven-stage agentic system design methodology: Task Decomposer, Agent Design Canvas, Pipeline Analyzer, Skill Builder, Judge Builder, System Prompt Generator, and Review Board. It produces working agent prototypes, not just design documents.

What platforms and tools does Chuck Schultz specialize in?

Chuck Schultz specializes in Claude AI, agentic workflow design, Azure Databricks, Unity Catalog, n8n, GitHub, Microsoft Copilot Studio, DBT Labs, Power BI, and Tableau — with 30+ years of agency-side experience building and scaling modern data and AI platforms.

llms.txt | Transform Your AI Strategy Today

  
    # Chuck Schultz Consulting

> Independent advisory practice for professional-services and consulting firms. Chuck Schultz advises leaders and their technology teams on turning a firm's own frameworks, IP and institutional judgment into a governed knowledge system that AI can reason with. The client's team builds it, on the client's technology, in the client's environment. Chuck advises on what to codify, how to structure it, how to govern it, and how to keep it valid.

Chuck Schultz Consulting does not write client production code, run client builds, or take client frameworks out of the client's environment.

## About
- [About Chuck Schultz](https://www.chuckschultzconsulting.com/about): 30 years inside Fortune 50 marketing organizations, analytics practices he built and led, and hands-on experience building these systems.

## Offering
- [How I Help](https://www.chuckschultzconsulting.com/services-content): Three engagement options (Advisory, Consultative, Collaborative) plus an ongoing governance review that keeps a knowledge system valid as the firm's thinking and market change.
- [Book a 30-Minute Diagnostic](https://calendly.com/chuck-a-schultz/30min): A conversation about challenges and fit, before any proposal.

## Perspective
- [Blog](https://www.chuckschultzconsulting.com/blog): Essays on codifying expert judgment, knowledge systems and AI governance.

## Key Facts
- Best fit: professional-services and consulting firms with an in-house technology team and a named internal owner for the system.
- Not a fit: organizations seeking a vendor to build and run the system for them.
- Method: The Reasoning Layer Method, five stages: Codification Triage, Judgment Externalization, Synthesis to Governing Units, Industrialization, Governance Loop.
- Format: Currently encodes knowledge in Google Cloud's Open Knowledge Format (OKF). The method is format-agnostic.
- Engagement: Fixed fee set on agreed value after a diagnostic conversation, with an optional advisory retainer for governance review. No long-term lock-in.
- Geography: United States, remote-first.

## Contact
- [Contact](https://www.chuckschultzconsulting.com/contact): Inquiry form and direct booking link.

Last updated: 2026-10-08
  
  

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