01 / Purpose
Start with the work, not the tool.
Define the business problem and the current process before deciding where AI belongs. A new tool cannot repair a process the organization does not understand.
PlotOnIt opens another room for the conversation
A live learning opportunity for leaders
One of three BUILD-track sessions
ATD Houston 2026
September 17, 2026
PlotOnIt brings the conversation to you—live
Another room. Another opportunity.
We did it again—and this opportunity is for you.
PlotOnIt Consulting is taking its people-first AI conversation live at the ATD Houston 2026 Talent Development Conference and Expo. Join Jade Williams for a practical session designed to help leaders move beyond buying AI tools and start preparing the people, processes and culture required to use them well.
Your live learning opportunity
The Human Side of AI: Why Your People Are the Real Bottleneck
Use this page to preview the lesson, explore supporting research and follow event updates as September approaches.
Practical AI adoption
People-first leadership
Real implementation questions
Jade Williams, MIS, PMP, CSM
1 of 3BUILD-track selections
Conference
ATD Houston 2026 Talent Development Conference and Expo
Location
Plan your conference experience
West Houston Institute
2811 Hayes Road
Houston, Texas 77082
September 17, 2026
2811 Hayes Road
Houston, Texas 77082
September 17, 2026
PeopleTrust before tools
LeadershipModel the behavior
ProcessUnderstand the work
ReadinessPrepare before implementation
AdoptionBuild confidence through practice
Why this opportunity matters
This is a chance to help leaders build AI adoption that actually works.
Organizations are moving quickly to purchase AI tools, introduce automated processes and ask employees to work differently. But technology does not adopt itself. Employees must understand it, trust it, practice with it and see how it improves the work they are already responsible for completing.
That is where many implementations begin to stall. Leaders may believe the organization has an AI problem when the actual issue is unclear ownership, inconsistent communication, limited training, weak process documentation or fear about how roles will change.
Jade’s session will challenge leaders to stop treating AI adoption as a software installation. It is an organizational change that touches culture, leadership, workflow, learning, governance and employee confidence.
The BUILD track creates a valuable space for talent and learning leaders to examine the human decisions behind AI adoption—and leave with questions and frameworks they can apply inside their own organizations.
The lesson behind the session
AI readiness is a human operating system.
Successful implementation requires more than access to a tool. It requires an environment where employees know what is changing, why it matters, what responsible use looks like and how they will be supported while learning.
02 / Trust
Employees need room to question AI.
Trust grows when leaders acknowledge limitations, explain safeguards and create space for employees to test, challenge and learn without feeling punished for uncertainty.
03 / Capability
Training must connect to real responsibilities.
General demonstrations may create excitement, but adoption grows when employees practice using AI within the actual workflows, decisions and outcomes they manage.
04 / Leadership
Leaders must model the new behavior.
Employees pay attention to what leaders use, reward, question and protect. Visible leadership participation turns AI from another announcement into an organizational priority.
A preview of the conversation
Questions the session will ask
Are your employees resisting AI, or are they responding logically to an unclear implementation?
Have you defined the business problem clearly enough for employees to understand why the technology is being introduced?
Are managers prepared to coach employees through experimentation, mistakes and changing expectations?
Does your organization have the processes, ownership, data and governance needed to support responsible use?
How will you know whether employees have truly adopted AI rather than simply received access to it?
Related reading
Continue exploring the human side of AI adoption
These independent resources provide additional research and frameworks related to AI readiness, organizational change, trust and workforce development.
Microsoft · Work Trend Index
Agents, human agency and the opportunity for every organization
Research examining how management behavior, psychological safety and employee agency influence AI readiness, trust and use.
Read the research →McKinsey & Company
Reconfiguring work: Change management in the age of generative AI
An examination of why placing AI in employees’ hands is not enough and why employees must participate in redesigning how work gets done.
Read the article →McKinsey & Company
The learning organization: How to accelerate AI adoption
Research on the distance between employee experimentation and formal organizational adoption, and the role continuous learning plays in closing that gap.
Read the article →National Institute of Standards and Technology
AI risk management and human-AI interaction
NIST guidance addressing human roles, responsibilities and the limitations organizations should consider when people interact with AI systems.
Explore the guidance →Conference updates
Your conference experience is taking shape.
As September approaches, this page will be updated with Jade’s confirmed presentation time, session materials, recommended resources and additional conference information. For the latest official agenda, registration details and event schedule, visit the ATD Houston conference website.
Your session guide
Jade Williams
Jade Williams is the founder of PlotOnIt Consulting and a data operations leader whose work connects people, processes, project execution and responsible technology adoption.
Her approach to AI begins with a practical question: Is the organization prepared to change the way work is performed? She helps leaders look beyond the tool and examine the workflows, communication, training, ownership and employee experience that determine whether transformation succeeds.
MISPMPCSMData OperationsAI AdoptionOperational Strategy
ATD Houston 2026September 17
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