Putting AI to work in customer experience? Find CXPA guidance for your role.  

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AI and customer experience resources for your role

Executives weighing AI investments, teams responsible for implementation, and CX professionals looking for examples face different questions. CXPA offers resources for each, with a shared focus on what AI means for customers, employees, and organizations.

For executives and strategy leaders

If you set direction, advise senior leadership, or weigh AI investments, these strategic white papers offer two perspectives: how AI is changing the CX profession and what executives should ask when deciding where and how to use it.

Strategic white paper

Leading CX into the AI Era

Explore how AI is reshaping CX practice and where CX professionals can contribute as their organizations decide how to use it.

Members: Access Leading CX into the AI Era

Strategic white paper

Executive Guide to Responsible AI Implementation

Find questions executives can ask before moving forward, including what customers need, where human judgment matters, and what outcomes the organization wants to achieve.

Members: Access the Executive Guide

Get both strategic papers free

Not a CXPA member? Use one short form to receive Leading CX into the AI Era and the Executive Guide to Responsible AI Implementation at no cost.

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For Those Responsible for Implementation and Operations

If you lead an AI initiative, oversee its governance, or manage the workflows it affects, use these resources to make decisions about accountability, employee readiness, safeguards, and ongoing oversight.

Free account access through December 31, 2026. Create a free CXPA account to download the two implementation guides and the Imaginary Bank case study. Already have a CXPA account? Sign in and open any resource below.

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Leadership and governance

For leaders responsible for an AI initiative: prioritize opportunities, decide where human judgment is needed, and clarify who is accountable before and after launch.

Download the Leadership and Governance Guide

Imaginary Bank: An illustrative case

For teams looking for a shared example to discuss: follow a fictional retail bank as it decides where to use AI, designs handoffs to people, and changes course as it learns.

Download the Imaginary Bank case study

For anyone looking for examples

If you learn best by seeing what others have tried, explore three applications: making customer research easier to use, expanding customer service across channels, and identifying clients at risk of leaving.

Chat With Your Research: Lessons From Building a Virtual Customer

Dave Seaton, CCXP, shares lessons from building a “virtual customer” using interview data. See how a conversational interface can help more colleagues use existing research in everyday decisions, and consider the ethical choices involved in simulating real customers.

Members: Watch

Leading Through Layers: The MTN Nigeria Story of Scaling AI-CX Ambition Amid Real-World Constraints

Ugonwa Nwoye, Andrew Esemezie, CCXP, and Winfred Umerah explain how MTN Nigeria took Zigi from a menu-driven chatbot to an AI-enabled service across multiple channels. Hear how the team worked through constraints involving technology, people, processes, and market conditions.

Members: Watch

Proven Business Impact case study

Millennium Systems International: An Early Warning for Client Churn

See how a software provider used AI to identify signs of churn months before cancellation, giving teams more time to intervene and protect revenue.

Read the client churn case study

Keep learning with CXPA

Explore a question with the CX Knowledge Copilot. Members can use the Copilot as a starting point for finding relevant CXPA knowledge when a question comes up in their work. Find the CX Knowledge Copilot.

Compare notes with peers. Bring a question from your own work to the CXPA online community. Where could AI help? When should a person step in? What evidence would tell you the change is working for customers and employees? Visit the CXPA online community.

Want to give colleagues access to the full white paper collection and other CXPA resources? Explore CXPA membership.