Architect is one component of CBIZ Managed AI Services. Through an ongoing managed-service relationship, organizations gain access to a complete AI Center of Excellence that helps plan, govern, deploy, adopt, measure, and continuously improve AI across the business.
The CBIZ IMPACT Framework provides the operating methodology that structures this work. Each stage builds on the others to help organizations create a governed, adopted, and continuously improving AI capability aligned to business priorities and measurable outcomes.
Define the vision, align leadership, and build the strategy.
You Are HereAssess readiness, define the foundation, and enable success.
Deploy solutions, drive adoption, and enable AI in the business.
Scale successful initiatives and embed AI into operations.
Continuously improve performance, measure impact, and stay ahead.

CBIZ guides AI integration efforts so they’re as effective and cost-efficient as possible. In a world of seemingly limitless possibilities, careful architecture is the scaffolding that helps build programs with longevity – while controlling risks.
Wherever you are on your AI journey, you need clear direction and accountability.
The first phase of the CBIZ IMPACT AI framework, Architect, empowers executive decision-making that shapes the work ahead.
Translate executive decisions into readiness, governance, data preparation, and prioritized use cases.
Put the organization first as you design an AI strategy based on clear answers to a small number of critical questions.
Growth, productivity, operating leverage, and risk reduction each require a different approach.
Potential use cases often exceed available resources. Leadership needs clear criteria for deciding which opportunities to pursue first.
Executive sponsorship and business ownership establish accountability and support expansion across the organization.
Leadership teams need defined measures for evaluating progress and guiding future investment decisions.
Governance, security, compliance, workforce readiness, and operating impacts deserve attention before expansion.
Architect converts executive intent into a practical roadmap.
Leadership gains a clearer basis for decisions about direction, investment, accountability, governance, and readiness.

Define business objectives, investment priorities, and expected outcomes.

Establish governance expectations, responsibilities, and decision structures.

Evaluate opportunities, dependencies, sequencing, and investment requirements.

Assess workforce, process, and organizational readiness.

Create shared understanding among leaders responsible for funding, governing, implementing, and measuring results.

Establish criteria for evaluating opportunities across the organization so leadership can prioritize investments, manage competing demands, and create a repeatable roadmap for growth.

Potential use cases outpace implementation, making prioritization difficult.
Business leaders, IT, operations, finance, and risk teams share overlapping responsibilities.
Leadership feels pressure to act before achieving alignment.
Executives need confidence that outcomes will be tracked and reported.
Organizations need clear direction before AI becomes embedded in core processes.
CBIZ works alongside executive teams to bring structure to AI planning and decision-making.
Support includes:
With a clear path forward, your investments are intentional, aligned with organizational priorities, and well supported.


Strategy is iterative, developing alongside evolving business priorities, regulations, technologies, and market conditions. For that reason, the Architect stage is continually revisited as capabilities expand, business objectives change, and growth introduces new opportunities. For those already pursuing a defined AI strategy, taking a step back to revise early assumptions and goals can prove the most effective way of maximizing the value of programs already in flight.
CBIZ provides continuing support for executive decision-making, governance, investment prioritization, readiness planning, and performance review.
This continuity keeps progress on track as the organization moves through later stages of the framework.

Prepare builds the governance, data, policy, and organizational foundation required for broader adoption.

Review the complete framework and identify the stage aligned with your current priorities.
If your organization is evaluating AI opportunities, refining strategy, revisiting governance, or determining where to invest next, start with a conversation focused on business objectives and executive priorities.

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