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GETTING MORE OUT OF MICROSOFT
365: FROM THE MICROSOFT GRAPH
TO WORKPLACE ANALYTICS
Presented By: Richard Harbridge (@RHarbridge)
@RHarbridge #SPSNH
RICHARD
HARBRIDGE
My twitter is @RHarbridge, I’m super friendly & I am proud to work at 2toLead.
CTO & MVP | SPEAKER & AUTHOR | SUPER FRIENDLY
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
THE MICROSOFT GRAPH…
Is the Microsoft 365 data that describes the patterns of productivity, identity and security in an
organization accessed through a unified endpoint.
THE MICROSOFT GRAPH…
Is the Microsoft 365 data that describes the patterns of productivity, identity and security in an
organization accessed through a unified endpoint.
THE MICROSOFT GRAPH…
Can power some incredible experiences in Microsoft 365. From first part experiences where
Microsoft extensively uses it to custom developed solutions from award winning partners. ;)
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
USE CASE #1 – INTEGRATING SERVICES…
By leveraging Azure Communication Services we can deliver video, voice, chat and text
messaging based on the Microsoft Teams platform. All while being secure and private.
https://docs.microsoft.com/en-us/azure/communication-services/concepts/pricing
USE CASE #2 – CUSTOMIZED DLP…
By leveraging compliance APIs that integrate and automate with existing SecOps to simplify
and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
USE CASE #2 – CUSTOMIZED DLP…
By leveraging compliance APIs that integrate and automate with existing SecOps to simplify
and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
USE CASE #2 – CUSTOMIZED DLP…
By leveraging compliance APIs that integrate and automate with existing SecOps to simplify
and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
The reality of modern work
Continuous
interruptions
Blurred
boundaries
Limited
network
Collaboration
overload
People spend 80% of their
time collaborating, find
44% of meeting time
unproductive
People switch tasks every
40 seconds, take 25+
minutes to refocus after
interruptions
40% of people report
work disrupts
personal/family time at
least weekly
42% of IWs rarely meet
new people at their
company, managers rarely
make those connections
MICROSOFT 365 HAS RICH ANALYTICS…
This is core for technical teams to take leadership on. It is our responsibility to help drive
intelligent digital excellence and changes in digital patterns in our organizations.
MICROSOFT 365 HAS RICH ANALYTICS…
This is core for technical teams to take leadership on. It is our responsibility to help drive
intelligent digital excellence and changes in digital patterns in our organizations.
MICROSOFT 365 HAS RICH ANALYTICS…
This is core for technical teams to take leadership on. It is our responsibility to help drive
intelligent digital excellence and changes in digital patterns in our organizations.
MICROSOFT 365 HAS RICH ANALYTICS…
This is core for technical teams to take leadership on. It is our responsibility to help drive
intelligent digital excellence and changes in digital patterns in our organizations.
MICROSOFT 365 HAS RICH ANALYTICS…
These aren’t just things like page views, site usage, community metrics, or other core metrics
but those that drive meaningful change in digital excellence and behavior.
MICROSOFT 365 HAS RICH ANALYTICS…
These are secure, managed, and adds the strongest privacy protection possible.
MICROSOFT 365 HAS RICH ANALYTICS…
These are measurable, actionable and can drive meaningful results. You can drive findings that
change organizational behaviors and organizational outcomes.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MyAnalytics Workplace Analytics
Aggregate insights on how your company works
Show how collaboration impacts business outcomes
Drive culture change with data and flexible analysis
Personal, productivity insights in Microsoft 365
Improve focus, wellbeing, network and collaboration
Work smarter in the flow of your work
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
MICROSOFT 365 HAS RICH ANALYTICS…
End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics.
What’s more Insights intelligently brings these to users in the Teams Experience.
Privacy by design:
Only you can view personal data and insights
Take action in the flow of your work
Insights
Outlook add-in
Inline suggestions
Understand how you work
Weekly digestDashboard
MyAnalytics
Improvingyourfocus,wellbeing,network,andcollaborationwithpersonal productivityinsights
to be more effective every day to improve your work patterns over time
MyAnalytics in action
in
your email
When reading or
composing email
and when you
open a meeting
invitation
Block regular
time for your
top-priority work
In your
dashboard
In the Insights
Outlook add-in
In your
weekly digest
With inline
suggestions
With your
focus plan
On the web In Outlook
LEARN FROM HOW YOU WORK…
By leveraging insights from MyAnalytics you can also learn more about your meeting habits.
How many calendar invitations do you send last minute? How many do you accept?
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
LEARN FROM HOW YOU WORK…
By leveraging insights from Workplace Analytics you can drive key changes in the organization
based on industry best practices and approaches based on rich insight in your org.
ORG INSIGHTS ARE CRITICAL RIGHT NOW…
Understand and action insights on how people collaborate and spend their time. Shift from a
digital reactive organizational model to a pro-active and empowering one.
ORG INSIGHTS ARE CRITICAL RIGHT NOW…
Understand and action insights on how people collaborate and spend their time. Shift from a
digital reactive organizational model to a pro-active and empowering one.
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
Without Organizational Data…
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
With Organizational Data!
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
With Organizational Data!
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
UPLOAD ORGANIZATIONAL DATA…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
To view a list of the top 500 values
for an attribute and other details
about it, select the attribute's name
in the list. For example, the
following graphic shows the top
values and details for Region.
WHAT ORG DATA MIGHT INCLUDE…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
WHAT ORG DATA MIGHT INCLUDE…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
WHAT ORG DATA MIGHT INCLUDE…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
WHAT ORG DATA MIGHT INCLUDE…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
WHAT ORG DATA MIGHT INCLUDE…
Organizational data is information about employees that your company provides to
Workplace Analytics through uploads of organizational (HR) data.
THE POWER OF A PLANNED APPROACH…
As a first pass digging into this data and building out advanced reports and analysis is
extremely valuable and often extremely actionable.
THE POWER OF A PLANNED APPROACH …
The actual actioning of your improvement plans, nudge plans or more has tooling built in and
you can use the measures to track impact easily.
THE POWER OF A PLANNED APPROACH …
The actual actioning of your improvement plans, nudge plans or more has tooling built in and
you can use the measures to track impact easily.
THE POWER OF A PLANNED APPROACH …
The actual actioning of your improvement plans, nudge plans or more has tooling built in and
you can use the measures to track impact easily.
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
DAY IN THE LIFE…
What might a day in the life look like for a typical developer working in an organization today?
The Microsoft Graph Enables…
Intelligent experiences are enabled by forming relationships between the data and these
experiences are available for Office 365 products by default. Span relevance beyond M365.
File Shares
MICROSOFT GRAPH CONNECTORS…
Increase discoverability and engagement of your external data by bringing them into the
Microsoft Graph. The connected content can also direct users to your own experiences.
MICROSOFT GRAPH CONNECTORS…
Can be leveraged in Microsoft Search to bring data from other systems/services into the Microsoft
Search experience (across the Microsoft endpoints) and even launch to your own (example w/ go1)
MICROSOFT GRAPH CONNECTORS…
This enables scenarios for discovery that are intelligent and integrated in the graph. As an
example consider discovering recent documents across sources without a search.
MICROSOFT GRAPH CONNECTORS…
This enables scenarios for discovery that are intelligent and integrated in the graph. Providing ways
to bring resources into your knowledge network experiences such as Project Cortex pictured here.
MICROSOFT GRAPH CONNECTORS…
This enables scenarios for discovery that are intelligent and integrated in the graph. Providing ways
to bring resources into your knowledge network such as the people card here.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph. 1st create a call with an ID, name and desc.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties.
Content is Text or HTML today. As of now that means you need to parse a binary
file to text before ingesting, or with images or videos you need to extract
metadata with OCR or video transcript services before ingesting into the Graph.
WHAT IS A GRAPH CONNECTOR?
The graph connector is essentially a one-way synchronization of content and access control
lists from a data source into the Microsoft Graph. 3rd you add items to the connection.
WHAT IF I WANT DATA OUT NOT IN?
Microsoft
Graph
User
Activity
Org Data
Enrichment
Connectors
While we discussed ways to get a subset of information out for the use in apps or experiences
(based on the Graph APIs) what if I want to do this at scale for data science, ML or other reasons?
Graph APIs
Graph Data
Connector
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
MICROSOFT GRAPH DATA CONNECTOR…
• Datasets & Regions Supported (Note What It Is Missing
First!)
• User selection and filtering Microsoft Graph Data connect
• Lab: Using Microsoft Graph data connect to analyze emails
to find subject matter experts
Provides a way to bring the rich data from the Graph into other tools and applications for even
more data driven insights! All brought to Microsoft Azure with the secure control you expect.
GET MORE FROM MICROSOFT 365...
THE MICROSOFT GRAPH
WORKPLACE ANALYTICS
CONNECTING THE GRAPH
Thank You!
Organizers&YouForMakingThisPossible…
200+AwesomePresentationsAt.. Slideshare.Net/RHarbridge
600+PagesOfWhitepapersAt.. 2toLead.com/Whitepapers
WhenToUseWhat.com Office365Intranets.com
Office365Metrics.com Office365Campaigns.com
Office365Extranets.com Office365Resources.com
Message Me On LinkedIn or Email Richard@2toLead.com
CTO & MVP | SPEAKER & AUTHOR | SUPER FRIENDLY
Let’s connect and find ways to do more and work together.

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Getting More Out Of Microsoft 365: From The Microsoft Graph To Workplace Analytics

  • 1. GETTING MORE OUT OF MICROSOFT 365: FROM THE MICROSOFT GRAPH TO WORKPLACE ANALYTICS Presented By: Richard Harbridge (@RHarbridge)
  • 2. @RHarbridge #SPSNH RICHARD HARBRIDGE My twitter is @RHarbridge, I’m super friendly & I am proud to work at 2toLead. CTO & MVP | SPEAKER & AUTHOR | SUPER FRIENDLY
  • 3. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 4. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 5. THE MICROSOFT GRAPH… Is the Microsoft 365 data that describes the patterns of productivity, identity and security in an organization accessed through a unified endpoint.
  • 6. THE MICROSOFT GRAPH… Is the Microsoft 365 data that describes the patterns of productivity, identity and security in an organization accessed through a unified endpoint.
  • 7. THE MICROSOFT GRAPH… Can power some incredible experiences in Microsoft 365. From first part experiences where Microsoft extensively uses it to custom developed solutions from award winning partners. ;)
  • 8. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 9. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 10. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 11. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 12. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 13. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private.
  • 14. USE CASE #1 – INTEGRATING SERVICES… By leveraging Azure Communication Services we can deliver video, voice, chat and text messaging based on the Microsoft Teams platform. All while being secure and private. https://docs.microsoft.com/en-us/azure/communication-services/concepts/pricing
  • 15. USE CASE #2 – CUSTOMIZED DLP… By leveraging compliance APIs that integrate and automate with existing SecOps to simplify and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
  • 16. USE CASE #2 – CUSTOMIZED DLP… By leveraging compliance APIs that integrate and automate with existing SecOps to simplify and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
  • 17. USE CASE #2 – CUSTOMIZED DLP… By leveraging compliance APIs that integrate and automate with existing SecOps to simplify and reduce risk via the Graph API for Teams DLP, O365 Management Activity API & more.
  • 18. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 19. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 20. The reality of modern work Continuous interruptions Blurred boundaries Limited network Collaboration overload People spend 80% of their time collaborating, find 44% of meeting time unproductive People switch tasks every 40 seconds, take 25+ minutes to refocus after interruptions 40% of people report work disrupts personal/family time at least weekly 42% of IWs rarely meet new people at their company, managers rarely make those connections
  • 21. MICROSOFT 365 HAS RICH ANALYTICS… This is core for technical teams to take leadership on. It is our responsibility to help drive intelligent digital excellence and changes in digital patterns in our organizations.
  • 22. MICROSOFT 365 HAS RICH ANALYTICS… This is core for technical teams to take leadership on. It is our responsibility to help drive intelligent digital excellence and changes in digital patterns in our organizations.
  • 23. MICROSOFT 365 HAS RICH ANALYTICS… This is core for technical teams to take leadership on. It is our responsibility to help drive intelligent digital excellence and changes in digital patterns in our organizations.
  • 24. MICROSOFT 365 HAS RICH ANALYTICS… This is core for technical teams to take leadership on. It is our responsibility to help drive intelligent digital excellence and changes in digital patterns in our organizations.
  • 25. MICROSOFT 365 HAS RICH ANALYTICS… These aren’t just things like page views, site usage, community metrics, or other core metrics but those that drive meaningful change in digital excellence and behavior.
  • 26. MICROSOFT 365 HAS RICH ANALYTICS… These are secure, managed, and adds the strongest privacy protection possible.
  • 27. MICROSOFT 365 HAS RICH ANALYTICS… These are measurable, actionable and can drive meaningful results. You can drive findings that change organizational behaviors and organizational outcomes.
  • 28. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience. MyAnalytics Workplace Analytics Aggregate insights on how your company works Show how collaboration impacts business outcomes Drive culture change with data and flexible analysis Personal, productivity insights in Microsoft 365 Improve focus, wellbeing, network and collaboration Work smarter in the flow of your work
  • 29. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 30. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 31. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 32. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 33. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 34. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 35. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 36. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 37. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 38. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 39. MICROSOFT 365 HAS RICH ANALYTICS… End users can leverage MyAnalytics & organization leaders can leverage Workplace Analytics. What’s more Insights intelligently brings these to users in the Teams Experience.
  • 40. Privacy by design: Only you can view personal data and insights Take action in the flow of your work Insights Outlook add-in Inline suggestions Understand how you work Weekly digestDashboard MyAnalytics Improvingyourfocus,wellbeing,network,andcollaborationwithpersonal productivityinsights to be more effective every day to improve your work patterns over time
  • 41. MyAnalytics in action in your email When reading or composing email and when you open a meeting invitation Block regular time for your top-priority work In your dashboard In the Insights Outlook add-in In your weekly digest With inline suggestions With your focus plan On the web In Outlook
  • 42. LEARN FROM HOW YOU WORK… By leveraging insights from MyAnalytics you can also learn more about your meeting habits. How many calendar invitations do you send last minute? How many do you accept?
  • 47. LEARN FROM HOW YOU WORK… By leveraging insights from Workplace Analytics you can drive key changes in the organization based on industry best practices and approaches based on rich insight in your org.
  • 48. ORG INSIGHTS ARE CRITICAL RIGHT NOW… Understand and action insights on how people collaborate and spend their time. Shift from a digital reactive organizational model to a pro-active and empowering one.
  • 49. ORG INSIGHTS ARE CRITICAL RIGHT NOW… Understand and action insights on how people collaborate and spend their time. Shift from a digital reactive organizational model to a pro-active and empowering one.
  • 56. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data. Without Organizational Data…
  • 57. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data. With Organizational Data!
  • 58. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data. With Organizational Data!
  • 59. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 60. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 61. UPLOAD ORGANIZATIONAL DATA… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data. To view a list of the top 500 values for an attribute and other details about it, select the attribute's name in the list. For example, the following graphic shows the top values and details for Region.
  • 62. WHAT ORG DATA MIGHT INCLUDE… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 63. WHAT ORG DATA MIGHT INCLUDE… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 64. WHAT ORG DATA MIGHT INCLUDE… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 65. WHAT ORG DATA MIGHT INCLUDE… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 66. WHAT ORG DATA MIGHT INCLUDE… Organizational data is information about employees that your company provides to Workplace Analytics through uploads of organizational (HR) data.
  • 67. THE POWER OF A PLANNED APPROACH… As a first pass digging into this data and building out advanced reports and analysis is extremely valuable and often extremely actionable.
  • 68. THE POWER OF A PLANNED APPROACH … The actual actioning of your improvement plans, nudge plans or more has tooling built in and you can use the measures to track impact easily.
  • 69. THE POWER OF A PLANNED APPROACH … The actual actioning of your improvement plans, nudge plans or more has tooling built in and you can use the measures to track impact easily.
  • 70. THE POWER OF A PLANNED APPROACH … The actual actioning of your improvement plans, nudge plans or more has tooling built in and you can use the measures to track impact easily.
  • 71. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 72. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 73. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 74. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 75. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 76. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 77. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 78. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 79. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 80. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 81. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 82. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 83. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 84. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 85. DAY IN THE LIFE… What might a day in the life look like for a typical developer working in an organization today?
  • 86. The Microsoft Graph Enables… Intelligent experiences are enabled by forming relationships between the data and these experiences are available for Office 365 products by default. Span relevance beyond M365. File Shares
  • 87. MICROSOFT GRAPH CONNECTORS… Increase discoverability and engagement of your external data by bringing them into the Microsoft Graph. The connected content can also direct users to your own experiences.
  • 88. MICROSOFT GRAPH CONNECTORS… Can be leveraged in Microsoft Search to bring data from other systems/services into the Microsoft Search experience (across the Microsoft endpoints) and even launch to your own (example w/ go1)
  • 89. MICROSOFT GRAPH CONNECTORS… This enables scenarios for discovery that are intelligent and integrated in the graph. As an example consider discovering recent documents across sources without a search.
  • 90. MICROSOFT GRAPH CONNECTORS… This enables scenarios for discovery that are intelligent and integrated in the graph. Providing ways to bring resources into your knowledge network experiences such as Project Cortex pictured here.
  • 91. MICROSOFT GRAPH CONNECTORS… This enables scenarios for discovery that are intelligent and integrated in the graph. Providing ways to bring resources into your knowledge network such as the people card here.
  • 92. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph.
  • 93. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph. 1st create a call with an ID, name and desc.
  • 94. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties.
  • 95. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties.
  • 96. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph. 2nd create schema with a list of properties. Content is Text or HTML today. As of now that means you need to parse a binary file to text before ingesting, or with images or videos you need to extract metadata with OCR or video transcript services before ingesting into the Graph.
  • 97. WHAT IS A GRAPH CONNECTOR? The graph connector is essentially a one-way synchronization of content and access control lists from a data source into the Microsoft Graph. 3rd you add items to the connection.
  • 98. WHAT IF I WANT DATA OUT NOT IN? Microsoft Graph User Activity Org Data Enrichment Connectors While we discussed ways to get a subset of information out for the use in apps or experiences (based on the Graph APIs) what if I want to do this at scale for data science, ML or other reasons? Graph APIs Graph Data Connector
  • 99. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 100. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 101. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 102. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 103. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 104. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 105. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 106. MICROSOFT GRAPH DATA CONNECTOR… Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 107. MICROSOFT GRAPH DATA CONNECTOR… • Datasets & Regions Supported (Note What It Is Missing First!) • User selection and filtering Microsoft Graph Data connect • Lab: Using Microsoft Graph data connect to analyze emails to find subject matter experts Provides a way to bring the rich data from the Graph into other tools and applications for even more data driven insights! All brought to Microsoft Azure with the secure control you expect.
  • 108. GET MORE FROM MICROSOFT 365... THE MICROSOFT GRAPH WORKPLACE ANALYTICS CONNECTING THE GRAPH
  • 109. Thank You! Organizers&YouForMakingThisPossible… 200+AwesomePresentationsAt.. Slideshare.Net/RHarbridge 600+PagesOfWhitepapersAt.. 2toLead.com/Whitepapers WhenToUseWhat.com Office365Intranets.com Office365Metrics.com Office365Campaigns.com Office365Extranets.com Office365Resources.com Message Me On LinkedIn or Email Richard@2toLead.com CTO & MVP | SPEAKER & AUTHOR | SUPER FRIENDLY Let’s connect and find ways to do more and work together.

Hinweis der Redaktion

  1. There is incredible hidden value and potential available for organizations to take advantage of with Microsoft 365, and many organizations haven’t yet realized it. The capabilities Microsoft 365 provides for productivity, collaboration, communication, and more through their experiences such as SharePoint, Microsoft Teams, Outlook/Exchange, the Office Suite (Excel, Word, Powerpoint), Yammer, and Search are not the whole story. Behind the scenes each interaction, behaviour and activity performed in a Microsoft 365 digital workplace feeds into a graph and rich data set that can be leveraged in innovative ways for customers, Microsoft and partners or the ecosystem.   Join Richard Harbridge, a Microsoft MVP, CTO of 2toLead and internationally recognized expert on Microsoft 365 and the Digital Workplace, who will share: The value of the Microsoft Graph Best practices on leveraging the Microsoft Graph The value of Workplace Analytics How the continued innovation from Microsoft can be best reconciled with enterprise data and digital workplace needs
  2. Richard Harbridge is the Chief Technology Officer and an owner at 2toLead. Richard works as a trusted advisor with hundreds of organizations, helping them understand their current needs, their Soon needs, and what actions they should take in order to grow and achieve their bold ambitions.   Richard remains hands on in his work and has led, architected, and implemented hundreds of business and technology solutions that have helped organizations transform both digitally and organizationally. Richard has a passion for helping organizations achieve more; whether it is helping an organization build beautiful websites to support great content and social strategy, or helping an organization leverage emerging cloud and mobile technology to better service their members or the communities that they serve.   Richard is an author and an internationally recognized expert in Microsoft technology, marketing and professional services. As a sought-after speaker, Richard has often had the opportunity to share his insights, experiences, and advice around branding, partner management, social networking, collaboration, ROI,  technology/process adoption, and business development at numerous industry events in around the globe. When not speaking at industry events, Richard works with Microsoft, partners, and customers as an advisor around business and technology, and serves on multiple committees, leads user groups, and is a Board Member of the Microsoft Community Leadership Board.
  3. COVID Beard (missing a mask)
  4. We’ve seen a shift away from routine tasks to a way of operating that requires all employees to be creative and to think critically. But with the world’s information doubling every 18 months, the ability to quickly turn information into insight and action can be overwhelming. Yet it has become the key to almost everything—from improving productivity and driving innovation, to understanding customers, expanding into new markets, and much more. On top of that, with remote work becoming more prevalent among different organizations, employees are being faced different challenges that affect their work and personal lives. Let's take a look at some of the struggles the typical knowledge worker encounters throughout their work day: Distractions: it’s difficult to get work done without being distracted by email, chat messages, and meetings – and not everyone is good at proactively blocking focus time. Personal time: work can get so busy that some individuals end up working longer hours, thus disrupting their personal time or time with their families People: it's so simple to get caught up on our own work that some employees rarely meet their new colleagues and most managers don't initiate those relationships Meetings: meetings are typically the #1 time-waster for knowledge workers – about half of meeting time is seen as unproductive. Here’s the good news – with just a few improvements in work habits, we can take back 18-24% of our collaborative time, according to research by Babson College MBA professor Rob Cross. For example, experts on deep work report that setting aside regular blocks of time to focus on challenging work can have massive benefits. However, only 32% of knowledge workers set aside time daily for deep, focused work (This finding is based on a study of US information workers conducted online with 1,400 participants in April 2018 by PSB Research, commissioned by Microsoft). Data sources: At work, people average 40 seconds on a computer screen before switching - Gloria Mark, Shamsi T Iqbal, Mary Czerwinski, Paul Johns, and Akane Sano. 2016.Neurotics can’t focus: An in situ study of online multitasking in the workplace. In Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, 1739–1744. When interrupted, an information worker can take about 25 minutes and a half minutes to get back to their original task – Gloria Mark Center for Humane Technology | Your Undivided Attention Podcast http://humanetech.com/wp-content/uploads/2019/08/CHT-Undivided-Attention-Podcast-Ep.7-Pardon-the-Interruptions.pdf 40% of people report work disrupting personal/family time at least weekly - Based on a study of US knowledge workers conducted online, PSB Research, commissioned by Microsoft, 1,400 participants, April 2018; actual percent at +/-3% at 95% confidence level. 42% of IWs rarely meet new people at their company; when they do meet new people, it’s most often through a formal or informal company event - Based on a study of US knowledge workers conducted online, PSB Research, commissioned by Microsoft, 1,400 participants, April 2018; actual percent at +/-3% at 95% confidence level. Most IWs think they have empowering, inclusive, and well-connected managers, but 67% of managers rarely connect team members with new co-workers​ - Based on a study of US knowledge workers conducted online, PSB Research, commissioned by Microsoft, 1,400 participants, April 2018; actual percent at +/-3% at 95% confidence level. People spend 80% of their time collaborating - https://hbr.org/2016/01/collaborative-overload  44% of meeting time seen as unproductive - Based on a study of US knowledge workers conducted online, PSB Research, commissioned by Microsoft, 1,400 participants, April 2018; actual percent at +/-3% at 95% confidence level.
  5. Take action in the flow of your work to be more effective every day: MyAnalytics provides you with intelligent, personalized, and actionable insights and suggestions so you can be more effective in 4 areas: focus, wellbeing, network and collaboration. These insights and suggestions appear in the flow of your work through inline suggestions and the Insights Outlook add-in for you to be your most productive self. Understand how you work to improve your work patterns over time: With the help of the Microsoft Graph, MyAnalytics gathers data from your everyday work in email, meetings, calls and chats so you can understand how you spend your time and who you spend it with. The data gets surfaced on your personal dashboard and on your weekly digest emails so you can ultimately improve your work patterns. Privacy by design: All of the insights MyAnalytics surfaces are personal and private, and only you can access them. They are based on your own work patterns from your Office 365 mailbox and calls and chats in Teams or Skype for business. MyAnalytics stores your data in your mailbox itself, which means that your data is protected the same way your email and calendar information is kept private and protected. MyAnalytics empowers individuals to master their time by delivering personal productivity insights based on their everyday work in Office 365. It is designed to help knowledge workers: get sufficient uninterrupted time to focus prioritize disconnecting and recharging manage their networks and improve collaboration habits.
  6. There’s 5 different ways in which MyAnalytics will present you with insights that you can use to make decisions, and you can find these either on the web or in Outlook: On the web: In your personal dashboard: you can see statistics on how you’ve spent your time over the past month, productivity insights about your work habits, helpful suggestions for improvement, and explore your network, top collaborators, and collaboration activities. You can access your dashboard by opening the app launcher in Office 365 and searching for MyAnalytics. In Outlook: With your focus plan: it helps you block regular time for your top-priority work by scheduling up to two hours every day to focus. One way it promotes focus is by silencing chats in Teams and in Skype for Business during that booked time. Book focus time in the MyAnalytics dashboard or in the Insights Outlook add-in. In the Insights Outlook add-in: it presents you with cards that report on aspects of your recent work experience and let you respond in various ways. You can get actionable insights to get more done in Outlook by opening the add-in in the app or selecting the ellipsis (…) in the top-right corner of an email in Outlook on the web In your weekly digest: receive a weekly digest in your Outlook inbox that gives you highlights about your previous week. Each week you’ll receive an email related to your focus, wellbeing, network and collaboration work patterns. With inline suggestions: get brief suggestions and AI-driven notifications in Outlook while or composing an email or a meeting invitation
  7. But as importantly, each employee is empowered with personal and private insights into their own work patterns – visible only to them - and intelligent, actionable suggestions to help them gain uninterrupted time to focus, disconnect and recharge, and network and collaborate more effectively. These private insights are available through a personal dashboard… <<CLICK>>
  8. Employees also get intelligent and actionable insights in the flow of their work. <<CLICK>> For instance, inline suggestions that appear as employees read or compose emails and invitations encourage them to follow best practices, such as scheduling delivery to align with the recipient’s working hours.
  9. The ”Plan your time away” checklist <<CLICK>>
  10. helps employees seamlessly set their out of office notification, inform top collaborators of their time away, resolve meetings they’ll miss, and schedule catch-up time with colleagues when they’re back. All of these insights are personal and private for every employee. The data is stored in their mailbox and protected in the same way as their email and calendar information.
  11. In a modern workplace where back to back meetings and urgent requests are the norm, you might have difficulty finding the time, space, and concentration required to do your best work. This summer, we’re launching a preview of new Microsoft 365 capabilities to help you prioritize focus time—blocks of time reserved on your calendar for deep, uninterrupted work. Through the Microsoft Graph, Microsoft 365 experiences like Microsoft Teams will automatically protect scheduled focus times by holding notifications, so you can work without distractions. And to help you establish a focus time routine, MyAnalytics will offer a focus plan that gives you the flexibility to have daily focus time booked automatically based on your availability and surfaces AI-powered suggestions to book focus time for outstanding tasks as you work in Outlook.
  12. Cultivate an engaged, productive, & happy workforce Today’s work environment can easily create a sense of imbalance, fragmentation, and stress. It’s more important than ever to ensure employees are empowered to do their best work, have the opportunity to learn and grow, and maintain a sense community and connectedness. Prioritize customer relationships & align revenue related functions As companies across the globe navigate economic shocks, it’s never been more important to prioritize customer relationships. Organizational level insights provide visibility into how collaboration patterns with customers, partners, and vendors have changed, and ensure revenue-related functions are aligned across the business. Understand what drives success & make better decisions faster Organization agility is key to building a resilient business. Workplace Analytics helps organizations understand quantitatively what drives success, empowering leaders to make better decision for the business and the confidence to act quickly for maximum impact.
  13. Cultivate an engaged, productive, & happy workforce Today’s work environment can easily create a sense of imbalance, fragmentation, and stress. It’s more important than ever to ensure employees are empowered to do their best work, have the opportunity to learn and grow, and maintain a sense community and connectedness. Prioritize customer relationships & align revenue related functions As companies across the globe navigate economic shocks, it’s never been more important to prioritize customer relationships. Organizational level insights provide visibility into how collaboration patterns with customers, partners, and vendors have changed, and ensure revenue-related functions are aligned across the business. Understand what drives success & make better decisions faster Organization agility is key to building a resilient business. Workplace Analytics helps organizations understand quantitatively what drives success, empowering leaders to make better decision for the business and the confidence to act quickly for maximum impact.
  14. Cultivate an engaged, productive, & happy workforce Today’s work environment can easily create a sense of imbalance, fragmentation, and stress. It’s more important than ever to ensure employees are empowered to do their best work, have the opportunity to learn and grow, and maintain a sense community and connectedness. Prioritize customer relationships & align revenue related functions As companies across the globe navigate economic shocks, it’s never been more important to prioritize customer relationships. Organizational level insights provide visibility into how collaboration patterns with customers, partners, and vendors have changed, and ensure revenue-related functions are aligned across the business. Understand what drives success & make better decisions faster Organization agility is key to building a resilient business. Workplace Analytics helps organizations understand quantitatively what drives success, empowering leaders to make better decision for the business and the confidence to act quickly for maximum impact.
  15. We’ve unlocked the power of the Microsoft graph to help companies quantify the impact of change on teams and individuals, understand how ways of working are evolving in response, and measure the cultural aspects of work that impact personal wellbeing and effectiveness.  
  16. Today’s work environment can easily create a sense of imbalance, fragmentation, and stress. Insights from the business continuity dashboard help organizations understand how collaboration patterns have changed… <<CLICK>>
  17. Such as the dramatic uptick in Teams usage we see here for the HR team , as well as their overall increase in collaboration hours
  18. It helps leaders quantify the impact of work-life integration… <<CLICK>>
  19. by comparing after-hours collaboration activity against baseline norms,
  20. And it helps leaders understand if employees remain engaged or risk feeling isolated.
  21. It also provides visibility into how work patterns are evolving and what might warrant further investigation. For instance: An uptick in collaboration hours could represent a transition from ad hoc hallway conversations to a more formal meeting cadence. I also see that both workweek span and after-hours collaboration have increased. This may reflect a comingling of work and personal commitments, but it could indicate an overburdened workforce that doesn’t have enough time to get their work done. I’m also concerned about the number of employees who no longer have regular 1:1s with their manager, which I know is critical to employee engagement.
  22. I also get actionable guidance for making work better and setting up people for success.   For example, a 4-plus hour increase in weekly collaboration AND workweek span for 28% of employees strongly suggests people are stretched over capacity. I’m presented with research, articles, and best practices that can help inform a top-down strategy and ways to address this challenge,
  23. You can use Microsoft Graph data connect to create new types of applications based on Microsoft 365 data, while taking advantage of the best tooling inside Microsoft Azure. You can use Azure Data Factory to move Microsoft 365 data into popular Azure data stores: Azure Data Lake Gen 1 or Gen 2, or Azure Blob Storage. Then, you can process the data (using Azure Data Lake Analytics, for example) or move it into an additional store, like Azure SQL Database. You can then use the data to service your application's end user scenario.