Organizational Transformation in the Age of AI How Organizations Maximize AI%27s Potential 2026
Page 12 of 43 · WEF_Organizational_Transformation_in_the_Age_of_AI_How_Organizations_Maximize_AI%27s_Potential_2026.pdf
CASE STUDY 4
AI-orchestrated CX at scale
WPP Open, an AI-powered operating system, unifies
creative, media and operational workflows across its
global network. AI integrates data, decision-making and
execution to steer customer-facing actions in real time,
while humans focus on strategy, judgement and oversight. The platform reduced non-essential tasks by 20%, increased
creative capacity by 25% and improved productivity by
29%, demonstrating how AI can orchestrate continuous,
individualized CX at scale.
As CX becomes adaptive and real-time, sustained
value increasingly depends on an organization’s
ability to continuously refine the systems that
shape interaction. Leading organizations embed
mechanisms for updating models, calibrating guardrails and learning from outcomes, treating
CX not as a finished product, but as an evolving
capability. In doing so, they strengthen resilience,
deepen trust and expand long-term customer value.Organizational changes observed:
–Replace episodic CX reviews with continuous
monitoring of experience, outcome and trust
signals (such as complaints, reversals and
consent changes).
–Establish cross-functional governance forums
with defined audit cycles to review automated
decisions and trust signals, and update
thresholds and policies accordingly. Embed
model monitoring, bias detection and outcome
validation into CX operations.
–Continuously update policies,
thresholds and customer-set permissions
governing automation. –Align incentives and performance metrics
around long-term experience quality, trust
and lifetime value rather than short-term
campaign metrics. Embed privacy-by-
design principles into CX systems, including
consent-aware automation, data minimization,
role-based access controls and transparent
data use policies.
Early vs advanced adopters:
–Early: Share limited customer context across
selected channels and periodically refine rules.
–Advanced: Maintain a real-time, unified
customer profile that continuously governs
decisions and learning.
Organizational Transformation in the Age of AI: How Organizations Maximize AI’s Potential
12
Ask AI what this page says about a topic: