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Stop Documentation Workslop with AI Governance & Guardrails

December 3, 2025 - 12:00 PM CT
Michiko Quinones, Principal Consultant

Platinum Solution Partner Enterpise clear

AI is transforming the way we manage services, build software, and document processes, but it’s not without its challenges. One of the biggest? Workslop: AI-generated outputs that may resemble correct information, but aren’t actually correct. From inaccurate auto-created workflows to “almost correct” documentation, workslop can quickly erode trust in your systems.

Join Praecipio in collaboration with Nerd Noir for a practical discussion on how to spot, manage, and minimize AI-generated workslop while taking full advantage of what generative tools can offer. We’ll share examples from ITSM and software development environments, along with proven techniques to keep your AI-driven operations accurate, efficient, and aligned with business goals.

Learning Outcomes:

  • Understand exactly how and why workslop happens from AI prompts.
  • Learn to build smarter workflows that leverage AI outputs with appropriate guardrails.
  • Best practices for validation and governance to keep your outputs clean and reliable. 
 
 
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Michiko Quinones | Principal Consultant
 
 
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David Laribee | Co-founder & CEO
Nerd/Noir