AI and the Future of Knowledge Work

Executive Leadership in an Intelligent Economy

In this program, leaders learn how artificial intelligence is reshaping knowledge work, how organizations must redesign work and incentives in response, and what executive accountability looks like in an AI-driven economy.

  • Format: In-person

  • Dates: April 28-29/2026

  • Duration: 2 days (14 total hours)

  • Location: Embarc Collective

  • Tuition: $3295.00

Artificial intelligence is no longer an incremental productivity tool. It is rapidly becoming a substitute for large portions of knowledge work—including analysis, reporting, coordination, synthesis, and decision support tasks traditionally performed by managers and professionals.

Most organizations are responding with pilots, copilots, and experimentation at the margins. These efforts often create the appearance of progress while avoiding the deeper, more difficult reality: AI fundamentally changes how work is designed, how value is created, and how leadership accountability must be exercised.

This executive program is designed to help senior leaders confront that reality directly.

Rather than focusing on tools or technical implementation, the program reframes AI as a strategic labor force multiplier that forces executives to rethink operating models, workforce design, incentives, governance, and leadership responsibility. Participants leave with a clearer understanding of which AI initiatives matter, why many organizations pursue the wrong ones, and what executive leadership truly requires in an AI-driven economy.

Key Takeaways

By the end of the program, participants will be able to:

  • Understand why AI-driven disruption of knowledge work is unavoidable and near-term
  • Explain how AI changes the economics of work, not just productivity metrics
  • Recognize why traditional AI business cases and pilot programs systematically understate impact
  • Identify organizational, incentive, and cultural barriers that block high-value AI initiatives
  • Distinguish executive decision responsibilities from technical implementation roles in AI-enabled systems
  • Reframe leadership accountability from “AI adoption” to work, workforce, and value redesign

Who Should Attend

This program is designed for:

Roles:

Executives, senior leaders, directors, VPs, and functional leaders responsible for strategy, transformation, workforce design, or enterprise initiatives

Industries:
Applicable across all industries where knowledge work, professional labor, and decision-intensive processes are central to value creation

Situational readiness:

  • Leaders sponsoring or overseeing AI initiatives
  • Leaders facing workforce disruption or pressure to “do something” with AI
  • Leaders accountable for long-term competitiveness, not short-term experimentation

Curriculum & Topics

Day One – The Disruption Executives Are Underestimating

Module 1: Knowledge Work Is No Longer Protected

Why knowledge work resisted automation in the past—and why that protection has collapsed.

Module 2: AI and the Economics of Work Redesign

How AI changes cost structures, quality, speed, and the allocation of human effort across organizations.

Module 3: Why Traditional AI Business Cases Fail

Why pilot-based ROI, productivity narratives, and “cost avoidance” models miss the real value.

Module 4: The Myth of Internal Readiness

Why AI transformation is not a talent acquisition problem, but an operating model problem.

 
Day Two – The Organizational Reality Blocking AI Transformation

Module 5: Incentives Are the Real Barrier

How managerial incentives, KPIs, and budgeting structures discourage meaningful automation.

Module 6: Why Organizations Gravitate Toward the Wrong AI Use Cases

Why copilots feel safer than agents—and why safety often comes at the expense of value.

Module 7: Executive Accountability in an AI-Driven Organization

Why AI decisions can no longer be delegated, and what leadership responsibility truly entails.

Module 8: Reframing the Executive Mandate

Shifting from “deploying AI” to redesigning work, governance, and human-AI collaboration.

Pre-Work

To maximize the value of the in-person experience, participants complete a short pre-work exercise.

Participants will:

  • Identify a business or organizational process within their area of responsibility that could benefit from AI
  • Describe the process, including purpose, activities, handoffs, human judgment, and pain points
  • Reflect on why traditional digital or automation approaches have struggled

The pre-work grounds discussions in real organizational contexts. No technical background or AI implementation experience is required.

Faculty

Thomas Stablein

Thomas Stablein, PhD - Program Facilitator
Tom Stablein, DBA is an executive, educator, and founder with more than 25 years of experience leading digital transformation, technology strategy, and enterprise execution. He serves as Director of the Online MS in Artificial Intelligence and Business Analytics program at the USF Muma College of Business and brings firsthand experience scaling AI systems from pilot to product.

Benefits for Organizations

Participants return able to:

  • Redesign work processes for AI-enabled performance
  • Focus investments on high-impact AI initiatives
  • Remove structural and incentive barriers to transformation
  • Strengthen executive accountability for digital value creation

This program supports organizations seeking to:

  • Improve ROI on AI investments
  • Future-proof knowledge work and leadership models
  • Compete more effectively in AI-driven markets

Program Format

This program is delivered in an immersive, interactive format combining executive discussion, applied frameworks, real-world cases, and action planning. A detailed agenda will be shared with registered participants in advance.

Certificate & Pathways

Participants will receive a USF Executive Education Certificate of Completion.

Logistics

Detailed program information, including the agenda, parking instructions, and recommended hotel accommodations, will be provided to registered participants prior to the program start date.

All cancellation and substitution requests must be submitted in writing.

Cancellations

Cancellations received 14 days or more prior to the program start date will receive a full refund, minus a $250 administrative fee. Cancellations received within 14 days of the program start date are non-refundable.

Substitutions

Substitutions may be made at any time prior to the program start date at no additional cost. If pre-program assessments have already been completed, associated assessment fees are non-refundable.

Program Changes

The ƹƵ reserves the right to cancel or reschedule a program. In the event of cancellation by the University, registered participants will receive a full refund.

Group Pricing & Custom Options

Contact the Center


Discount Eligibility

USF alumni and active-duty military members and veterans are eligible for a 10% discount on all open-enrollment programs.

Please enter the appropriate discount code at checkout. Discounts are offered in good faith. Proof of eligibility may be requested prior to program start.

Discounts cannot be combined with other promotional offers.

USF Alumni

USF alumni receive 10% off open-enrollment programs with code USFALUMNI10.

Military & Veterans

Active-duty military members and veterans receive 10% off open-enrollment programs with code MILITARY10.