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Where You Are in the AI IMPACT Journey
Operationalize is the third stage of the AI IMPACT Framework.
In the Prepare stage, organizations establish the governance, data, policies, priorities, and organizational foundation that successful AI implementation depends on.
At Operationalize, leadership attention shifts from preparation to supporting employee efforts to take full advantage of new AI enhancements and encouraging effective usage.
Architect
Define the vision, align leadership, and build the strategy.
Prepare
Assess readiness, define the foundation, and enable success.
Operationalize
Deploy solutions, drive adoption, and enable AI in the business.
You Are HereTransform
Scale successful initiatives and embed AI into operations.
Optimize
Continuously improve performance, measure impact, and stay ahead.
Next Stage: Transform
Transform focuses on redesigning work, scaling successful initiatives, and embedding AI more deeply into operations.
Organizations enter Operationalize after a platform deployment, a Microsoft Copilot rollout, or an earlier implementation that did not produce the expected level of employee adoption.
Adoption Is Where Results Begin
Implementation does not automatically lead to sustained usage.
Employees need the education, support, guidance, and confidence that embracing new tools requires. Managers need visibility into progress and barriers, teams need proven, repeatable workflow enhancements, and leaders need methods to reinforce priorities.
Without those elements, organizations often experience:
- Enthusiasm that declines over time
- Limited sustained usage
- Uneven adoption across departments
- Difficulty demonstrating results
- Questions about return on investment
Broad, sustained adoption bridges the gap between deployment and meaningful business outcomes.
Key Questions for Improving AI Adoption
Are Employees Using the Tools?
Leadership needs visibility into how employees are, or are not, changing how work is performed.
Do Employees Know How to Apply AI?
Users may struggle to connect AI’s promise with the practical improvements it can make to their responsibilities and workflows.
Are Managers Supporting Adoption?
Usage is maximized when encouraged by leaders throughout the organization.
Are High-Value Behaviors Emerging?
Organizations need to see how employees apply AI to meaningful business activities.
Is Adoption Consistent Across Teams?
Strong adoption in one department does not automatically extend to the rest of the business.
What Operationalize Delivers
Operationalize focuses on workforce adoption, organizational enablement, and the responsible integration of AI into everyday work.
User Training
Role-based learning helps increase confidence and sustain practical usage.
Employee Enablement
Resources, guidance, and support help employees incorporate AI into daily work.
Prompt and Skill Libraries
Role-specific use cases streamline how teams apply AI to relevant business activities.
Champion Networks
Internal advocates model behavior, support peers, and identify adoption barriers.
Leadership Communications
Messaging reinforces priorities, expectations, and business objectives.
Sustainment Programs
Reinforcement and education after the initial deployment keep AI benefits top-of-mind.
Common AI Adoption Challenges
Adoption Stalls
Usage increases after launch and then levels off.
Employees’ Lack Confidence
Teams have access to AI tools but remain uncertain about how to apply them.
Departments Move at Different Speeds
Some groups adopt new practices quickly while others fall behind.
Managers Are Not Equipped
Managers lack the information and resources needed to guide employees in maximizing AI benefits.
Outcomes Are Difficult to Demonstrate
Leadership sees usage metrics but struggles to connect that activity with performance improvements.
What Workforce Enablement Provides
Support includes:
- User training and enablement
- Prompt and skill library development
- Champion network activation
- Change management communication programs
- Leadership messaging
- Workforce education
- Adoption measurement
- Board and executive communications
- Sustainment planning
This work helps employees, managers, and leaders make AI part of daily operations.
Support Beyond Go-Live
AI Adoption continues beyond training.
Organizations must refine communications, measure participation, identify usage barriers, and reinforce productive behaviors as adoption expands.
CBIZ provides ongoing support through:
Adoption monitoring
Workforce development
Executive reporting
Communication support
Champion program management
Governance coordination
Prioritization guidance
This support is key to maintaining momentum as the organization moves toward broader operating change.
Meet Our AI Consulting Leadership Team
David Fisher
National Leader, AI Services & VP, Artificial Intelligence
Rob McGillen
VP, Artificial Intelligence
James Winfrey
Director, AI Go-To-Market
Prepare the Organization for AI Scale
Prepare establishes the governance, data, policy, and readiness foundation for adoption.
Scale What Works Across the Business
Transform expands successful practices across workflows, processes, and business functions.
Return to AI Consulting Services
Review the complete framework and identify the stage aligned with your current priorities.
Adoption Creates Momentum
If employees have access to AI tools but adoption remains inconsistent, build the training, support, communications, and leadership alignment required for broader usage.
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