Workshop

Human & AI Workflow Lab: Design AI-Assisted Workflow You Can Repeat & Trust

Joyce White Nelson

Human-AI Work & Systems Advisor

Turn AI & Human Use into Workflows You Can Reuse, Trusted & Track Outcomes

AI can help you move faster and sound “good.” But when the workflow is unclear, speed and false positives can create rework, weak review, lost context, generic output, or confusion about who owns the result.

This Lab is for experienced professionals whose expertise, judgment, and relationships matter—and who are now figuring out how AI belongs inside the way they actually work.

You’ll map how the work happens now, identify where AI should assist, decide what requires human judgment and verification, and redesign the workflow with clearer roles and accountability.

My Working Lab Guarantee

This is a working session about your needs, not about tools. Bring one real workflow, participate in the Lab, and leave with:

  • A Human + AI Workflow Map

  • Clear decisions about what to delegate, retain, verify, or change

  • Defined judgment and accountability points

  • One practical change to test in your work

Afterward, I’ll follow up to review what improved, what created friction, and what to keep, revise, or stop.

Participate, create and test your workflow, and follow up with me. If you don’t believe I demonstrated value, tell me. I’ll return your enrollment.

What you’ll learn

Redesign one real AI-assisted workflow so the Human/AI roles are defined and make human judgment, accountability, or expertise visible.

  • Identify the key steps, people, information, handoffs, AI involvement, and intended outcome in one recurring task or deliverable.

  • Classify the important parts of the workflow as: Delegate: AI can assist with this step. Retain: Human context, expertise, or relationship

  • Identify where context, professional responsibility, creative judgment, client understanding, or relationship quality must remain human.

  • Examine where the current or proposed workflow Correction work. Lost context. Generic or low-quality output. Confusion . dependence, trust

  • Create a practical Human + AI workflow for one selected portion of the work and define: What will change. Where the change will be tested.

  • Leave with one change to test, what result to watch for, and what evidence will tell you whether the workflow actually improved.

Workshop agenda

  • . Map a real Human + AI workflow

    Bring one workflow from your own work and map it privately as we move through the process. I’ll demonstrate the method with examples, then give you time to apply each step to your own situation.

  • Work through the judgment points together

    We’ll pause throughout the workshop for questions, observations, and examples—not save everything for the end. Volunteers may share a workflow or challenge for live discussion

  • Redesign the workflow and test your thinking

    You’ll identify what to delegate to AI, what to verify, where human judgment and accountability belong, and what you want to change. We’ll use selected volunteer examples to compare approaches and lea

  • . Leave with your next experiment

    Before we finish, you’ll choose one change to test in your actual work and identify what you’ll watch for: better quality, less rework, clearer responsibility, stronger judgment, or another outcome th

  • An interactive working session

    Questions and examples will be included throughout the Lab. You control what you share: work privately, participate in chat, or volunteer a workflow for live discussion

Learn directly from Joyce

Joyce White Nelson

Joyce White Nelson

Contact

Systems-Change Advisor | Human Judgment & AI-Assisted Work | Founder, iQuoteHero

iQuoteHero.com
Joyce Ventures
University of Wisconsin-Madison
Center on PBIS
See all products from Joyce

Who this workshop is for

  • Experienced entrepreneurs and founders
    Already using AI and want clearer judgment, better workflows, and less hidden rework.

  • Consultants, coaches, and advisors
    Use AI in client work but want to protect quality, credibility, voice, and professional responsibility.

  • Leaders, educators, and team facilitators
    Need ways to decide where AI helps, where humans stay accountable, and people keep learning.

What's included

Joyce White Nelson

Live sessions

Learn directly from Joyce White Nelson in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

One-page Human + AI Workflow Map

One-page Human + AI Workflow Map Your working template for mapping: The intended outcome Current workflow steps and handoffs AI’s role Human judgment points Verification requirements Accountability Hidden rework or risk The redesigned workflow Your next experiment and success signal

Guided application to your own work

You will not simply hear about the method. You will apply it during the Lab to one real workflow from your professional life.

Live guidance and examples

I’ll demonstrate each stage, respond to questions throughout the session, and use selected participant examples to help the group compare decisions and approaches.

Reusable decision method

You can use the same process to evaluate other workflows as your responsibilities and AI tools change.

Recording access

You’ll receive lifetime access to the workshop recording through Maven.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Frequently asked questions

Maven for Teams

Reimbursement

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Everything L&D needs: email template, receipts, and certificate of completion.

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Team discount

Learn with your teammates

Save 20%+ when 2 or more teammates enroll in the same cohort.

Save 20%+ with a team

Private cohort

Run a cohort for your org

A dedicated cohort with a custom schedule and curriculum, tailored to your team.

Book a private cohort

$295

USD

Nov 11
·

11am–1:30pm EST

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