What challenges did California State University San Marcos face before AI implementation?

Student engagement data was fragmented across systems and channels, making it difficult to maintain context and deliver consistent support. The university needed to improve response times and student experience across multiple channels.

Source

MicrosoftScaled productionEvidence: Medium65/100

California State University San Marcos modernizes student support with Dynamics 365 Contact Center and Copilot Studio

Use case typeContact center modernizationUpdated Jul 20, 2025

California State University San Marcos unified fragmented student engagement data across voice, chat, email, text, and web into a single connected platform. The university used Dynamics 365 Contact Center, Dynamics 365 Customer Service, Dynamics 365 Customer Insights, and Copilot Studio to generate interaction context, transcription, and summaries. The goal was to keep support consistent across departments and improve experience for first-generation learners.

Organization: California State University San Marcos
Industry: Education
Location: United States
Published: July 2025

Reported outcomes

−50%

email response timeTime & speed

Strategic outcomes

Customer experience & trustImproved consistency of student support across channelsEmployee experienceReduced frustration through faster follow-up

Why do we believe this?Outcome claims, sources, and evidence checks

Normalized claim

Email response time: 50% decrease

Microsoft Customer StoriesJul 20, 2025Customer storyInferred claimMedium evidence strength

email response time reduced from about 48 hours to about 24 hours

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: California State University San Marcos
Provider: Microsoft
Maturity: Scaled Production
Linked source: Microsoft Customer Stories

Students were less frustrated and more supported at scale

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 3 of 3

1Contact center modernization
2Student support
3Customer service automation

Student engagement data was fragmented across systems and channels, making it difficult to maintain context and deliver consistent support.
The university needed to improve response times and student experience across multiple channels.

Implemented Dynamics 365 Contact Center and related Dynamics 365 applications to unify student lifecycle data.
Used Copilot Studio to generate interaction context, transcriptions, and summaries for continuous support.
Built a connected platform so escalations and follow-ups carry context across departments.

Technologies

Dynamics 365 Contact Center Dynamics 365 Customer Service Dynamics 365 Customer Insights Copilot Studio

Before, hold times could last up to 10 minutes.
Email response time reduced from about 48 hours to about 24 hours.
Students were less frustrated and more supported at scale.

Architecture

CSUSM implemented Dynamics 365 Contact Center with Dynamics 365 Customer Service and Customer Insights plus Copilot Studio to unify student lifecycle data, generate interaction context, transcriptions, and summaries, and carry escalations and follow-ups across departments.

Sources & evidence1

Evidence: Medium65/100Evidence strength