Platform

AI

Wave
Agents
Amplitude MCP
AI Feedback
Agent Analytics
Early Access Program

Insights

Product Analytics
Marketing Analytics
Session Replay
Heatmaps

Action

Guides and Surveys
Feature Experimentation
Web Experimentation
Feature Management
Activation

Data

Data Governance
Integrations
Security & Privacy
Solutions
Solutions that drive business results
Deliver customer value and drive business outcomes
Amplitude Solutions →

Industry

Financial Services
B2B
Media
Healthcare
Ecommerce

Use Case

Acquisition
Retention
Monetization

Team

Product
Data
Engineering
Marketing

Size

Startups
Enterprise
Resources

Learn

Blog
Resource Library
Compare
Glossary
Explore Hub

Connect

Community
Events
Customers
Partners

Support & Services

Customer Help Center
Developer Hub
Product Updates
Academy & Training
Customer Success

Tools

Benchmarks
Prompt Library
Templates
Tracking Guides
Maturity Model
Event Taxonomy Generator
Pricing
LoginContact salesGet started

AI

WaveAgentsAmplitude MCPAI FeedbackAgent AnalyticsEarly Access Program

Insights

Product AnalyticsMarketing AnalyticsSession ReplayHeatmaps

Action

Guides and SurveysFeature ExperimentationWeb ExperimentationFeature ManagementActivation

Data

Data GovernanceIntegrationsSecurity & Privacy
Amplitude Solutions →

Industry

Financial ServicesB2BMediaHealthcareEcommerce

Use Case

AcquisitionRetentionMonetization

Team

ProductDataEngineeringMarketing

Size

StartupsEnterprise

Learn

BlogResource LibraryCompareGlossaryExplore Hub

Connect

CommunityEventsCustomersPartners

Support & Services

Customer Help CenterDeveloper HubProduct UpdatesAcademy & TrainingCustomer Success

Tools

BenchmarksPrompt LibraryTemplatesTracking GuidesMaturity ModelEvent Taxonomy Generator
LoginSign Up

How Microsoft uses Amplitude to help Office 365 users be more productive

They used Amplitude to quickly identify personas who engaged in a particular set of surfaces more than others.
Customers

Feb 22, 2018

4 min read

Cara Harshman

Cara Harshman

Former Managing Editor, Amplitude

How Microsoft uses Amplitude to help Office 365 users be more productive

Investing in a new product is a risk. How do you prove it will be successful? How do you measure ‘success’ in the first place? These are just some of the questions the Workplace Analytics team has grappled with as it establishes itself within the Office 365 brand.

MyAnalytics: a Productivity Tool Within Office 365

MyAnalytics and Workplace Analytics are a family of new products within the Microsoft Office 365 offering to help information workers spend their time more effectively. MyAnalytics provides experiences that are embedded into Outlook, a dedicated web app, and a weekly email that is sent to users. The team needed to understand how to effectively engage its users across multiple surfaces to help its users be more productive.

How Microsoft Uses Amplitude

Using Amplitude, the lean team within Microsoft was able to see that their users have a varying frequency of engagement with each surface. The team defines engagement as a user completing tasks that help improve their own productivity such as booking time on their calendar to get things done, declining unnecessary meetings or catching up on missed important mails.


With MyAnalytics, Outlook users can see who they’re spending time with and if it matches their goals

They used Amplitude to quickly identify personas who engaged in a particular set of surfaces more than others. Using this data, the team made strategic product changes to promote more engaging features. It has helped them build more habitual use to increase retention and impact.

View this Customer Story as a PDF

Amplitude allowed the team to enable deeper and faster explorations into A/B testing results of feature changes that were geared towards increasing engagement and impact.

An example of a feature change Microsoft tested is in the simplification of user experiences. The team removed barriers like first run experiences and less important interactions to get more users to easily complete important tasks that increased retention such as exploring insights or booking time to focus.

Impact


Top level view of different actions users take within MyAnalytics.

As a result of this work, the MyAnalytics team saw great results:

  • 4x increase in user engagement with MyAnalytics
  • Time spent in product is up 4x
  • These significant increases in engagement translate to more support and recognition for the incubation product within Microsoft

The team has learned a lot since using Amplitude. Amplitude allowed the team to not only improve engagement, but also to measure and correlate productivity gains with the engagement of new features. The team is constantly discovering better ways of engaging users and have re-prioritized features that were more effective in changing user behaviors or saving users time.

It has also learned that users are not looking for new apps. They want a more streamlined experience in existing apps to help them improve their productivity.

“You will hear criticisms from folks that say, ‘oh, this feature is useless,’” says Gooi Chungheong, a Principal Engineering Manager at Microsoft on the Workplace Analytics team. “Then you look at Amplitude, you can see that’s actually a group of people that are deeply engaged and have saved a few hours each week as a result of the feature.”

In an Amplitude Cohort report, Gooi found that a segment of users who was highly engaged with the product. “They exist!” he said. “It’s a smaller population than what we want it to be but that’s the first step, realizing there’s something here.”

He and his team are working to extend the value from that segment to a much larger population of users. To do that, MyAnalytics is reimagining how to build a more streamlined experience that is integrated into the most popular Office apps, and experiment with the ability of insights and solutions in changing user’s behaviors and improving productivity.

Find more Amplitude customer stories here

About the author
Cara Harshman

Cara Harshman

Former Managing Editor, Amplitude

More from Cara

Cara was formerly the Managing Editor at Amplitude. Before joining this crew of super-passionate, smart individuals, she wrote and spoke a lot about A/B testing and personalization at Optimizely. She has spoken at MozCon, CTA Conference, Opticon, and Learn Inbound.

More from Cara
Topics
Platform
  • AI Agents
  • Agent Analytics
  • AI Feedback
  • Amplitude MCP
  • Product Analytics
  • Web Analytics
  • Feature Experimentation
  • Feature Management
  • Web Experimentation
  • Session Replay
  • Guides and Surveys
  • Activation
Compare us
  • Adobe
  • Google Analytics
  • Contentsquare
  • Fullstory
  • Heap
  • LaunchDarkly
  • Mixpanel
  • Optimizely
  • Pendo
  • PostHog
Resources
  • Resource Library
  • Blog
  • Agent Prompt Library
  • Product Updates
  • AI Early Access Program
  • Amp Champs
  • Amplitude Academy
  • Events
  • Glossary
  • Free Chart Maker
Partners & Support
  • Status
  • Contact Us
  • Customer Help Center
  • Community
  • Developer Docs
  • Partner Program
  • Partner Directory
  • Become an affiliate
Company
  • About Us
  • Careers
  • Press & News
  • Investor Relations
  • Diversity, Equity & Inclusion
View markdown
Terms of ServicePrivacy NoticeAcceptable Use PolicyLegal
EnglishJapanese (日本語)Korean (한국어)Español (LATAM)Español (Spain)Português (Brasil)Português (Portugal)FrançaisDeutsch
© 2026 Amplitude, Inc. All rights reserved. Amplitude is a registered trademark of Amplitude, Inc.
Blog
InsightsProductCompanyCustomers
Topics

101

AI

APJ

Acquisition

Adobe Analytics

Agents

Amplify

Amplitude AI

Amplitude Academy

Amplitude Activation

Amplitude Agent Analytics

Amplitude Analytics

Amplitude Audiences

Amplitude Community

Amplitude Feature Experimentation

Amplitude Full Platform

Amplitude Guides and Surveys

Amplitude Heatmaps

Amplitude Made Easy

Amplitude Session Replay

Amplitude Web Experimentation

Amplitude on Amplitude

Analytics

B2B SaaS

Behavioral Analytics

Benchmarks

Churn Analysis

Cohort Analysis

Collaboration

Consolidation

Conversion

Customer Experience

Customer Lifetime Value

Customer Support

DEI

Data

Data Governance

Data Management

Data Tables

Digital Experience Maturity

Digital Native

Digital Transformer

EMEA

Ecommerce

Employee Resource Group

Engagement

Engineering

Event Tracking

Experimentation

Feature Adoption

Financial Services

Funnel Analysis

Getting Started

Global Agent

Google Analytics

Growth

Healthcare

How I Amplitude

Implementation

Integration

Kimi

LATAM

LLM

Life at Amplitude

MCP

Machine Learning

Marketing Analytics

Media and Entertainment

Metrics

Modern Data Series

Monetization

Next Gen Builders

North Star Metric

Open-Weight AI Models

Partnerships

Personalization

Pioneer Awards

Privacy

Product 50

Product Analytics

Product Design

Product Management

Product Releases

Product Strategy

Product-Led Growth

Recap

Retention

Revenue

Startup

Tech Stack

The Ampys

Warehouse-native Amplitude

Recommended Reading

article card image
Read 
Product
How to Secure AI Agent Traces Without Losing the Signal

Aug 28, 2026

7 min read

article card image
Read 
Product
Connecting agent performance to product outcomes

Aug 20, 2026

10 min read

article card image
Read 
Customers
The hidden cost of a bad AI answer

Aug 19, 2026

6 min read

article card image
Read 
Insights
Verification loops in software factories: What PMs need to know

Aug 19, 2026

11 min read

Explore Related Content

101
9 Top Feature Flag Solutions for Modern Product Teams in 2026

Jan 27, 2026

Integration
Using behavioral analytics for growth with the Amplitude app on HubSpot

Jun 17, 2024

10 min read

Personalization
Identity resolution: The secret to a 360-degree customer view

Feb 16, 2024

10 min read

Product
Inside warehouse-native Amplitude: A technical deep dive

Jun 27, 2023

15 min read

Guide
5 Proven Strategies to Boost Customer Engagement

Jul 12, 2023

Video
Designing High-Impact Experiments

May 13, 2024

Startup
9 direct-to-consumer marketing tactics to accelerate ecommerce growth

Feb 20, 2024

10 min read

Growth
Leveraging analytics to achieve product-market fit

Jul 20, 2023

10 min read