Hi, thanks for joining
us today as we talk about what's new with Microsoft
Search in Outlook. my name is Tali Roth and let me introduce my co-presenter. Hi, I'm Malik Pradhan. Thank you for joining us. I'm going to hand you back to Tali Roth who's going to kick us off. Thanks Malik. So today we're going to talk
about how we're bringing search in Outlook to the next level and we're going to give you a preview of some of the great
work that's coming soon across Outlook for Windows, Mac, iOS, Android web, and the mobile browser. I'm going to tell you a little
bit about what we're doing, but we'll spend most of
the presentation on demos from my co-presenter Malik, as well as a couple of our fantastic Outlook program managers. We know that search is important to you. It's an integral part of
the experience that you have when you're searching for
content in your mailbox, whether it's email,
calendars, people, or files. Being able to find what you
need accurately and fast is key. We hear you. I hear this from customers all the time, when I talk to them. It's great, we love search, we need to be able to find what we need, but we need it to work and
we need it to be quick. And that's why we've
been working to connect all Outlook endpoints to Microsoft Search and building consistent experiences on top of the Microsoft Search service so that we can ensure that
no matter where you are, you'll be able to find the content that matters
to you right away. Hopefully you've already seen Katrina and Robin's talk on Microsoft Search. The Microsoft Search technology platform is the foundational
service that brings you the best of search across the M365 suite. So by hooking up all of
the Outlook endpoints to Microsoft Search, we're going to be set up to have the best accuracy and speed, but also support innovations and intelligence to return results that are outside of your mailbox. And also return things like bookmarks and Q and A to make your search smarter. But beyond just hooking
up to the common service, we know that a common search experience
enhances productivity. It helps users with muscle memory and reducing learning costs so that they don't have to relearn every time they try Outlook
on a different platform. It also makes it easier for
you to manage your environment. I often get pulled into search
conversations with customers where someone will say, you know, I have a question about one
particular version of Outlook, but actually I really want to understand why doesn't this work
the same way as it does on the other version of Outlook. Why can I do this in iOS,
but I can't do it in Mac. There will always be
platform specific differences because we actually are trying to build the best of breed apps
on every single platform. And so we need to accommodate
the platform specific rules. However, the fundamentals and intelligence should be the same. And today I'll be taking
you through the experiences that we're building across
multiple Outlook endpoints to make it easy for you
to find what you need and manage your environment using Outlook. So to start with, we need to connect to the Microsoft Search technology platform. Today, that's already supported by most of our end points, though we are continuing to work on performance and accuracy. And now we're closing the loop
on the last two end points. First, the new Outlook for Mac, that's going to start
rolling out this fall We'll have a search experience backed by the Microsoft Search technology platform. And then we're also going to
be adding support for Outlook on the mobile browser to
use that same technology. That really sets us up to get the benefits of Microsoft Search
across all the platforms. And as we make improvements to the Microsoft Search
technology platform, all of the Outlook end points, we'll get to take advantage
of that new intelligence, speed and accuracy. Okay, so we're on the same backend. So what's next? Well we've recently shipped
support for top results. That gives you the three
best results for your query, right at the top of your list. You can find this today across
Outlook for Windows, web, iOS, Android, and Mac,
the current version. There's no need to wait
for that new Mac Outlook that I talked about on the last slide. Here I'm showing Mac and
Windows side by side, so you can actually see the similarity. We're even continuing to make tweaks like moving the folder scoping to the left of the search bar on Windows, just like it is today
on Outlook for the web. We're hearing customer
feedback around that and we want to make sure
we're having consistency in the details as well
as the generalities. Sometimes you know exactly
what you're looking for, but you don't know how to best find it. And so one of the things we're
doing is trying to help that with query suggestions that
show you recent searches, recommended searches,
proactive search results, and recent files. It makes it easier to find
what you're looking for with a bonus win of
having less typing to do. What I personally love about this is that we're helping users in the moment. So as they're searching, we
help make that search better, but we're also helping train them, so that in the future they'll have ideas about what makes a successful search. When you're searching for something it's usually because you want to take some kind of an action, whether you're looking for a link because you want to go to a website and go do something or read it, or if you're looking for a
file that someone sent you because you actually want
to read it or edit it. So normally what you'd have
to do is find the item, open it way, wade through
all of the email content, and then find the thing you wanted to actually take action on. Instead with Answers, we're
going to bring that information right to the top of your search results, just like you're used to seeing with Bing. You'll start seeing people, calendar, file and bookmark answers
followed by new innovation, like acronym answers coming soon, all based on the Microsoft Search service. And even better, we won't be limited to just content in your mailbox. Answers can return files
or bookmarks or acronyms from your entire organization. This is really bringing
all of M365 to Outlook. Now I'm going to talk about
searching in your own voice. So instead of trying to remember
a complicated search syntax or poking through a bunch
of advanced dialogue, we're now letting use your own language to find what you need. For example, you can just ask for files from Charlotte last week with attachments, or when's my next one on one with Adele. You don't have to remember colons and other specific information about how to write that search. Just write it out. You can use your voice today
on Outlook for the web, Windows, iOS and Android, and it's coming soon in the
new Mac Outlook as well. 50% of the searches that
are actually done in Outlook are for people. And we're making it easier for you to find either contact information or
emails from specific people, with a people centric search experience. We're working on pulling
forward people results to let you disambiguate between which Kat you might be looking for and then get to her content
information more quickly. We're also going to make it
easier for you to figure out which are emails from Kat
versus which are emails, where Kat is just on the to line. You'll start seeing this
across Outlook for the web, Windows and mobile, and we'll continue to
improve this scenario to make it even better, as we see how users are
taking advantage of it. Just wait until you see
Malik's Outlook mobile demo, where he'll show how deep
this experience could go. When you do a search, we
really hope that your first try will get you that top result
that you want right away, but we know that doesn't always happen. If it doesn't, we want
to make it easier for you to improve your search while you're in progress with filters. So interactive filters let
you explicitly look for mail from specific people or
during a particular time. We'll also be adding
support for dynamic filters. Those will be specific to the query that you're working on right now, and it will refine it as you go. So you'll start seeing these
first in web and mobile, and then we'll be using
the data on how users are taking advantage of
these filters to figure out how to bring those best
to other endpoints. I've talked about a bunch of intelligent and exciting new stuff, but often what I hear
when I talk to customers is that we just need to play some catch up on a couple of end points. So I'm really happy to say
that we've been listening and we're working on
specific features on mobile and Mac that we know
you've been asking for. We're going to be adding
support for you to scope down your search to a particular folder, to include deleted items in
your search if you want to. we're going to show
you more search results so you don't have to be
super specific in your search in order to find older results. And we're improving offline support. All of these are shipped or coming soon to Outlook for iOS and Android, and we'll be part of the
new Mac Outlook as well. And finally, we're also looking forward to adding even more
intelligence to search. We're actually going to start with mobile because designing mobile screens is tough. With the limited real estate
that we have on mobile we know that we really need
to focus our experience and make sure we're bringing just the right information
at the right time. So we're starting there. We also know that when
users are on mobile, typing is hard and so
intelligence and guessing and helping users get to the right query is even more important there. We'll learn from what we ship on mobile and we'll bring the best ideas
to all the other end points. I want to talk about
a few specific changes and Malik will show you even more. First, we're adding tagged results to our search results in mobile. That way you'll be able to filter down to exactly the content type
that you're looking for. And even better, we'll
be adding a files tab. And that files tab is
going to return results, not just of files that were
sent to you in your inbox, but files across your whole organization. So now you don't have to remember, did that file come to
me in email or teams, or did somebody share a
One Drive link somewhere? In addition, we're making
a lot of improvements to our proactive search
experience in mobile. First of all, we're renaming our discover
slab to recommended. We've found that users are
really enjoying the content here and clicking on it regularly. And so as our intelligence behind that feed has gotten better, we're realizing it's really something that we need to recommend,
not just let people discover. My favorite feature that I'm
super excited about though, is that we're going to be
including stream videos in that set of recommended files. So now when you have a remote
meeting that's been recorded, those will start to show up as well as streams that
others have recorded for other meetings that
may be interesting to you. In addition, we'll be adding
support for SharePoint news. Next we're improving our
recent files experience so that you have a better sense of where those recent files came from, these are all files that
actually were in your mailbox, and so we can include links
that will show up as well. And finally, we know that tasks are a core part of the Outlook value prop. And while we still believe that on mobile, having a single purpose
app like the To Do App is the best place to
manage all of your tasks, we know that people, when they're in Outlook mobile also want an opportunity
to see their tasks. So we've showed support on iOS to actually be able to see your tasks and that'll be coming soon to Android. Even better we're going
to let you start to edit and manage tasks and create
them from your email. But enough talking. Now we want to show you what we're doing. I'm going to start by inviting Nima, one of our fantastic Outlook
search program managers to show off some of the
new work that we're doing in Outlook for the web. NIMA: Search helps you find what you were looking for in your email. We have heard from users
how overwhelming it can be to browse through results and find what they are looking for fast. With new innovations coming to Search, we have tackled several
problems in this workflow to get highly relevant
results to you faster. Answers is just one of them. Imagine that you are looking
for a file that Emily sent you. Just search for it by file name or try typing file from Emily. Instead of having to wade
through your email content, you can see the answer to your questions without the clutter,
right here at the top. We the most important
info you're looking for and we match your intent
as expressed in your query with the answer. Just click on the file
that you want to work with and carry on your task to completion faster than ever before. Now imagine that you were
searching for a meeting. You just know the name of the meeting and you need to send an
email to the organizer. Instead of navigating to your calendar and pouring over it, simply type in the name of the meeting or the name of the organizer. For example, I know that I
have a meeting with Isaiah. As you can see here, we bring the answer to you
directly in the mail context, without having to switch tabs. You can RSVP right from
the calendar, send emails, read the docs sent in the meeting invite or join a Teams meeting
right from the answer, if there is one. Leveraging Microsoft's
intelligence framework, we were able to harness the
knowledge of your organization and bring you compelling
scenarios across M365 Search. The promise of M365
search is a powerful one across surfaces, like
SharePoint, office.com, Bing, Office and Outlook. You will be able to search for content and get answers without ever
leaving your current context. One such example is bookmarked sites. These are organizational
sides of high value that are bookmarked by the IT admin, such as HR sites, benefit and
health, pay stubs, et cetera. For example, if I want to read about my company's COVID policies, all I have to do a search
COVID within my search box, and I get an answer showing me the link to the bookmarked site that
will contain the information. Now I can stay in Outlook and I can access any
bookmark site that I want. With all these answers, we have expanded the scope
to not just include the files and bookmarks shared in an email, but also those that were
not shared in email, truly leveraging the power
of the intelligence platform. For example, if we go back to my earlier search of file from Emily, as you can see the files that
I am given are not just docs sent through email, but created on SharePoint or One Drive authored by either of us. We also show you why
you are seeing the file and where the file is coming from so that you can understand the context. You can even choose to share
the file from the answer to a new email, soon in a new
iteration of this feature. The same applies to bookmarks. The websites that are bookmarked, don't have to have been
sent within an email, but you can still search
for it in Outlook, and we'll find it for you. As we look at expanding the
coverage of the types of content people are searching for, and
the obstacles they run into, we are working on bringing
you more scenarios like flight answers with
realtime flight updates and check in info. Another problem that users in
large organizations run into is the number of abbreviations that are part of the
vernacular of the organization. For example, in my org, I often hear the acronym TEE
and I don't know what it means. Now, I get an easy acronym answer that shows me the possible expansions of what it could mean. With Answers, we bring you
highly relevant results fast, leaving out the clutter of email, searching across your M365 tenant and helping you complete your tasks faster and be more successful than ever before. Typing the right words to search for the email you're
looking for can be tricky. Sometimes it takes a couple
of tries to get what you want because of the way you
formed your search query. Human beings don't think
the way email does. Typically you're thinking of a file that Adele sent you last week. It's not like you remember
the exact file name. How do you search for it? You have to stop and think of the query that will get you the result. But thanks to our new Search feature, natural language processing, you don't need to think
about that anymore. We are able to quickly interpret what you might be looking
for and find it for you. For example, just type
what you're thinking. I know that I got a file
from Adele this week and that's what I want. You get the results
that you're looking for without that extra step of
care in formulating your query, just using the exact spoken
language you have in your head. Advanced users may be used to
using the advanced search menu to specify extra options, to formulate the query or use
special syntax like from or to in the search box. You can still do that, but
you don't have to anymore now that NL can do it for you. Without using any colons, I can type out this query
exactly the way it is in my head. This is a brand new capability that we're rolling out this year. So as we get better at interpreting different types of user queries, we're also learning from you. If you don't find the results
with NL processing satisfying, you can always click back
onto your original query here and you'll get your
traditional keyword search. This allows us to build and learn from you and build our machine learn
models more accurately. We hope you don't have to use this often, but it's there if you need it. As we hope to get users
more and more excited about trying NL queries, we also like to give them suggestions about what queries they can use. When you click into your search box, you will see a try it query
like this, which lets you know that you can try queries like these now. Continuing on the theme of getting your work done
faster through search and making your search more successful, we are adding the ability for you to filter your search results. This is a highly requested feature, fundamental to many search experiences and is packed with the power
to reduce your search time by many orders of magnitude, almost two to three times
faster than without it. As you can see, when I do a search for
something that I'm working on, we have added three types of filters based on the data we gathered
over a period of time and your feedback: has
attachments, unread, and time, since we know that these are things users like to filter down to. So even though I've ended
up with so many results, if I want to just see
emails with attachments or just the ones that I haven't read yet, or filter down to a specific time, then I have the ability to do that. I can also easily remove a filter in case I don't want it anymore. That makes it easy for me to
triage the number of results I have much faster. With these fundamentals in
place, we didn't just stop there. We are adding an intelligent
layer on top of these filters to make them truly dynamic and guaranteed to never
leave you in a dead end. These filters are refiners
build on key metadata to dynamically suggest
the filters you should use to narrow down your search results. They are based on the results
that from your search terms and elevate the chance
of success many fold. This is being built as we
speak and will be coming soon, following the interactive
filters that I just showed. Thanks so much Nima. So now Jason, another
longstanding Outlook Search PM, will be demoing much of
that same innovation, but this time in Outlook for Windows. JASON: We've already shown some of the search improvements that we're bringing to Outlook on the web. We also wanted to show how we're bringing those search improvements
to Outlook for Windows. The first improvement that we wanted to talk
about is natural language. [keys clicking on keyboard] We know that more advanced
users have memorized the specific syntax required
to craft more complicated, but powerful queries. Natural language is aimed
at helping you craft more powerful queries
without having to memorize all of that syntax. Also shown here is a files answer. Answers are an Outlook on
the web powered experience, which means that we're
using Outlook on the web to power this experience
inside Outlook for Windows. This will help us provide
a consistent experience across all the clients as well as bring you these
feature updates faster. If you look carefully, you also notice that the files answer was actually shared outside of Outlook. We are actively working on
bringing in file search results from One Drive and SharePoint. As M365 has made it easier to share files, it also has made finding
those files more difficult. It's hard to remember whether
a file was shared with you over Teams, as an Outlook attachment, or shared directly from the file itself. By bringing all of those file
results into Outlook Search, you'll be able to find it no matter how it was shared with you. We'd also like to show improvements we've made to our spelling suggestions. Here you can see I've misspelled Yammer, but Search is smart enough to recognize that I was going to get
zero results for that query then automatically fixed
the spelling for Yammer returning the results I was looking for. You can also see that we
have yet another answer this time for bookmarks. Bookmarks are a powerful tool
that tenant admins can use to make internal content easily available and searchable for internal employees. As an example, this tenant has chosen to
create an internal website where employees can go and find out when they'll be returning
to the workplace. As may often be the case, employees can't remember the exact URL that they need to navigate to, but may remember some search terms. Searching for COVID-19 here, I'm able to find the specific website that this tenant has created
right here in Outlook Search. It can be magical when all of these search
tools come together. Let's say I'm trying to find when my next Marketing Sync meeting is. Here you can see you have
typed it using natural language and I've gotten the answer
directly here as my result. And now I know my next Marketing Sync is on Monday at 11:00 a.m. Thanks Jason. So finally Malik who leads Mobile Search across Outlook Mobile,
Teams Mobile and Union will share the exciting updates that we've got coming for
Outlook for iOS and Android. Hi everybody, I am Malik Pradhan. I'll be walking you through
some exciting updates to Outlook mobile search. Let's start with email search. Emily, who's a budget analyst at Contoso is looking for an email
related to digital campaigns that she needs to forward
to her colleague, Adele. She taps in the search box
and starts typing her query. While typing a query, we now
provide you with a familiar query formulation experience. This experience is similar
to Outlook on the web and Outlook on Windows. We include a full set of
keyword and people's suggestions to help you complete your queries faster. She continues typing a
query and submits it. We know that typing is
difficult on mobile phones. Emily like other Outlook mobile users made a typing mistake and we were able to
automatically correct it for her. Next, she sees a familiar
top result section, in addition to email search results. This section contains relevance ordered top three email results
for Emily's credit, just like she would see
in Outlook on the web or Outlook for Windows. Microsoft's top AI and
machine learning experts contribute to building
this relevance ordered top results section. Emily finds the email she is looking for and doesn't have to scroll to emails from last week to find it. We are so excited to help you scroll less and do more in Outlook mobile search. In our next email search example, we will take a look at
people centric search. We know that a lot of our
customers search for emails by using a person's name, because that is how
they remember the email and are accustomed to using
it in Outlook on the web and Outlook on Windows. Emily wants to search for
emails from her colleague Adele and find a product pricing
email that we'll send to her. She taps in the search
box and starts typing. Emily sees a people suggestion for Adele and taps on it to get into our
people-centric search menu. Few items of note about this screen. we provide Adele's expanded people results as an anchor for the full
set of email results. This helps Emily have confidence that Outlook is showing
emails from the right Adele. We provide a toggle to let
the user quickly switch between emails from a
person versus to a person. When searching by person, we only order the results chronologically as that is how users recall the email. Emily finds the product pricing email that she was looking for and
is able to complete her task. Next let's move on to natural
language email search, our fourth significant update
related to email search. Email search is hard for a lot of users. We see users typing basic keywords and just scrolling for
long periods of time. We want to help you in
finding that email faster and with less effort. Natural language search lets you speak or type the description of
what you're looking for. Just describe what you want and we will bring it back to you. Emily wants to find an email from her colleague Raquesh about sales. She taps on the microphone button and simply says [computer beeps] emails from Raquesh about sales. [computer beeps] Couple of items of note about this screen. Microsoft speech recognition is able to understand the query perfectly. This is because our speech
recognition is aware of the names of your colleagues, as
well as project names and other common terms
you use in your emails or in your work documents. We use that knowledge and
intelligence to make it convenient for you to just speak your
query into the search box and have it understand it
without any extra fuss. Emily finds the email she was looking for and is delighted at how easy it was to find it using natural
language email search. To wrap up our email search updates, email search is the top user
job in Outlook mobile search. We continue to invest very
heavily in making email search more intuitive, more relevant and faster. We hope you find these updates useful and we look forward to
your continued feedback on this topic. Next, we will move on to our
updates to calendar search. Outlook Mobile customers
have given us feedback on how important calendar search is. And we are very excited to show you our new capabilities in this space. Emily is preparing for
an upcoming budget review with the broader finance team. Her colleague Alex has set up
a Q2 budget working session to make progress on their preparation. She wants to find out when
the next working session is and ensure she can make it. She taps on the microphone and says, [computer beeps] when is the next budget working session? [computer beeps] Outlook search understands this natural language calendar query and returns a calendar answer. She can now tap on the result to find out more
information about the event, very quickly change her RSVP status, or even propose a new time,
if she wants to meet sooner. She wants to meet sooner and so poses a new time
by tapping on edit RSVP, the new proposed time button, and uses Outlook mobile's familiar an very cool scheduling UI to find a time that works for both of them and sends it. We are very excited about these calendars search capabilities. We can now understand your
natural language queries about your calendar and
provide a calendar answer that lets you take action on them quickly. Next, we will move on to people's search. People search is a very popular capability of Outlook Mobile search. Let's start with our new and
more powerful people answer. Emily wants to call Miriam. She taps in the search
box and types her query. Outlook search understands
the Miriam she is looking for and returns a people answer
with her office phone number. Emily just taps on the phone number and can easily start her phone call. People answer can also
help you quickly look up cell phone number, office location, title, and other such attributes about a person. Next let's take a look
at our new people tab. Emily wants to look up the people card for her ex-colleague Alex Hall. She used to work with him
a couple of years back and wants to find his office
number so she can meet him when she visits his building. She taps in the search
box and simply types Alex. Outlook Search assumes that
she is probably looking for her current colleague, Alex Wilber. Since that is incorrect,
she taps on the people field in the header as she knows, she is simply looking for people results. Once in it, she sees the Alex
Hall she was looking for. She can tap on the result
and find the office number. People tab lets you
search people and groups across the tenant, as well
as your personal contacts. It's a simpler, faster and easier way to search for people
within your organization. Next, let's take a look
at how Outlook Search can answer harder semantic
people search queries. Emily remembers meeting an attorney while visiting building 14. She cannot remember the name and would like to set up time with him. She can now look up all the
attorneys in building 14 by simply typing attorney in 14. She sees Enrico who is the
attorney that she had met. And now she can go ahead
and set up time with him. Next, she is interested
in contacting someone who understands technical writing to support her with her
digital campaign project. She taps on the Outlook mobile search box, taps on the people field
and simply says her query. Who knows about technical writing? She can now see the
full list of colleagues who understand technical writing and can contact them for assistance. Results to such semantic
queries have been made possible by having Outlook mobile leverage the Microsoft Search platform
as well as Project Cortex and the knowledge network. To wrap up, people and people
centric search continues to be a major area of focus within
Outlook mobile search. We are very excited about the
people centric email search we showed at the start, people answer and semantic people search
based on their title, office, location, or skills. We have made a lot of
progress in this space in the last few quarters and are looking forward to
a lot more in the future. Next, we will look at
improvements in file search. Emily wants to find information related to the digital campaign
she has been working on. She knows she was sent a link
to the file or an attachment by a colleague that has
the information she needs. She taps in the search
box and types her query. She scrolls through the emails, but can see the exact
email she is looking for. After scrolling a little, she sees a set of suggestions
that seem promising and help her build out the right query to find documents related to campaign. Instead of continuing to scroll and tediously reviewing all emails, she taps on that suggestion and quickly gets to a file answer that returns the document she needs. She taps on the Word document
and can quickly preview it in the nifty Outlook Mobile File Previewer before optionally opening it
in Office on her mobile phone. Next, Emily wants to get back
to a file she was working on earlier today and share
it with a colleague. She taps into the microphone and says [computer beeps] files I've worked on recently. [computer beeps] She sees the file she wanted
and can now quickly share it with her colleague by
tapping on the share icon. File answer let's use search
documents across the tenant that you have been working on recently and find them either using
traditional keyword search or using natural language
search by people, keywords and time. Later in the day, Emily now
wants to get back to a file that Adele shared with her
about new product pricing. Emily opens up search in Outlook mobile and finds the file she was looking for in the received files proactive search without typing a single term. She was able to use the email subject in addition to the name of
the file to gain confidence that it is the right file. She opens the file to preview it quickly. Once she previews it, she goes back to the
received files module, and taps on the email subject to get back to the email thread and can now send a quick reply to Adele with her thoughts about the document. To recap, file search
within Outlook mobile has seen significant advancement
over the last few quarters. File answer lets you search
files across the tenant that you're actively working on whether they have been
emailed to you or not. The new received files
module lets you easily and quickly get back to documents that have been recently shared with you. These are significant new steps in making full tenant divide file search available through Outlook mobile. Next, we will go through our
final set of walkthroughs for Outlook mobile. We will take a look at a couple
of Microsoft Search answers that we are now making
available in Outlook mobile. Emily is reviewing an email
about her digital campaign and notices an acronym NTP
that she is not aware of. She goes into Outlook mobile search and types a query to help
look up its definition. The answer provides her
additional information about what the acronym stands for. Acronym answer includes
definitions that are published by her administrator as well as implicitly collected definitions
from emails and documents. Now let's take a look at bookmarks. Emily wants to find out
the latest information about COVID associated guidelines
within her organization. She goes to Outlook mobile
search and types in her query. She sees a bookmark
published by her organization that can provide her
authoritative information about this query. Bookmarks is a familiar answer for a lot of Microsoft Search users. We are excited to have this
available in Outlook mobile in addition to Outlook on
the web, Outlook on Windows as well as number of other
entry M365 endpoints, including Bing, Office and SharePoint. This concludes the set of demos
for Outlook mobile search. We hope that you're able to use these new search capabilities to make your Outlook mobile experience even more delightful and productive. We look forward to hearing
your feedback on what you loved as well as how we can continue
to make Outlook mobile search more valuable to you. Thank you again for joining
us for this session. Hope you are all as excited
as we are about the innovation and productivity update that you just saw coming to Outlook Search. To learn more about some really awesome and exciting updates coming to
Outlook and Microsoft Search. To learn more about Outlook, please take a look at these sessions. To learn more about Microsoft Search, please take a look at these sessions. Thanks for watching.