SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Boost Customer Experience with UiPath
and AWS Contact Center automation
Tech Integrations Series 3
2
1. Meetup Introduction with our Community
Manager
2. High Level Overview of UiPath + Amazon
Contact Center Integration
3. Capability deep-dive: Amazon Connect Native
Integration and Amazon Comprehend + UiPath
4. Live Walkthrough: 1) Configuring Amazon
Connect, 2) Configuring Amazon Comprehend
5. Demo: Building Automations
6. Use Cases
7. Q&A and Additional Demos
Agenda
3
Automate the
Call Center
Amazon + UiPath – High-Level Overview
Easily bring AI to
your workflows
Boost IT
productivity
Auto-scale as
needs evolve
Easily scale and manage your
digital workforce
Rapidly implement and scale
your automations as needs
evolve with pre-built auto
deployment capabilities.
Automate more and solve
complex business challenges
with the power of AWS AI
services
Modernize your enterprise by
easily adding AWS AI capabilities
directly into your-day-to-day
operations with ready-to-use
intelligent automation solutions.
Leverage AWS cloud with
enterprise-class automation to
increase productivity
Harness the power of AWS cloud
and infrastructure to empower
your IT organization with efficient
and affordable services, and
end-user process automation.
Boost customer experience and
free your agents by automating
the call center with Amazon
Connect
Automate functions within the
call center, enabling more self-
service, decrease average call
handling times, and shorten
customer hold times.
Deep integrations enable powerful solutions at scale – including in the Contact Center and combining
AI/ML and Automation (today’s focus)
4
AWS Contact Center Intelligence and UiPath
Contact Center Joint Value Proposition
Customer
Self-Service
Agent Assistance
Systems &
Processes
• AWS Contact Center Intelligence (CCI)
focuses on AI/ML investments in customer
self-service and agent assistance.
• UiPath is the “link” that delivers AWS’s AI
capabilities directly into the enterprises’
systems & processes.
Joint Value Proposition
- Empower customers to self-serve
- Empower agents to deliver a personalized
customer experience
- Improve efficiency across front & back office
- Deliver rapid results in weeks, not months,
without costly infrastructure changes
CCI CCI
5
Reimagine End to End Omni-Channel Capabilities
End to end customer journeys optimised to allow your people do what they do best.
Customer
persona
• External
• customer
• Internal
• employee
• Third party
Voice
Email
Mobile
Web
Chat
Front office
services
Self-Service Straight-through processing
Business segmented by value, volume
and/or type of process
Plugged- in
Service Requests
Technical
Troubleshooting
Request Fulfilment
Payment
Processing
Triage
Data extraction
Classification/
indexing
Client verification
Routing and
prioritization
Omnichannel
Middle & back-
Office
Processes
Complaints/
Disputes
Status Updates
Escalated
Service
Customer
details
Recent
activities
Customer
insight
Incident
history
Sentiment
Analysis
KB search
tools
360 customer view
Agent
CRM ERP ITSM LOBs
Market
platforms
TPAs IVR
Integration
APIs
Data
AI/ML
Fraud detection
Report generation
Client
documentation
Multi-system
updates
Trend analysis
Close-out
processes
“Warm transfer”
to agent
Bots monitor
multiple input
channels alongside
Amazon solutions
1 Bots perform
initial receiving
activities and
categorization
2
AI/ML +
Automation
solutions enable
self-service;
simple requests
fulfilled
automatically
3
Agent-
assistance tools
provide live
support and
cross-system
integration
4
Unattended
Bots fulfill and
execute key
close-out and
back-office
activities
5
6
Bring AI to life in your organization with UiPath and AWS
Our robots never stop learning
UiPath is deeply integrated with AWS AI services across vision, document, speech, and language –
making it easy to create intelligent automations. Drag & drop AI capabilities directly into RPA workflows.
UiPath is deeply integrated with AWS
AI services in these areas
Visual Understanding
Human-like recognition of UI elements
Document Understanding
Insight into unstructured data
Custom Tools and Skills
AI skills custom-built for your business and
brought to the UiPath Platform through a
fully- integrated AI Fabric
Specialized Skills
A growing collection of best-in-class skills
from UiPath ecosystem partners and experts,
available on the UiPath Go! Marketplace
EMBEDDED SKILLS
EMBEDDED SKILLS
CUSTOM SKILLS
ECOSYSTEM SKILLS
Conversational Understanding
Sentiment of text, chat, and voice inputs
EMBEDDED SKILLS
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Easy to use, omnichannel cloud-based contact-center service
that scales to support businesses of any size
Skills-based contact
routing
Voice & chat
recording
Real-time and
historical analytics
High-quality
voice capability
Pay-as-you-go pricing
Amazon Connect is helping companies transform customer experience
Amazon Connect
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Extensive service integrations foster innovation
Amazon Connect
Development Database
Storage
AI Analytics
AWS Lambda Amazon
API Gateway
AWS Step
Functions
Amazon S3 Amazon Glacier Amazon
RDS
Amazon
DynamoDB
Amazon
Redshift
Amazon
Transcribe
Amazon
Comprehend
Amazon
Lex
Amazon
Polly
Amazon
Glue
Amazon
Quicksight
Amazon
Athena
Amazon
Kinesis
Messaging Management
Security
Amazon
Pinpoint
Amazon Simple
Notification Service
Amazon Simple
Email Service
AWS Identity and
Access Management
AWS Directory
Service
Amazon
CloudWatch
AWS
CloudFormation
AWS CloudTrail
9
© 2021 Amazon Web Services, Inc. or its affiliates. All rights reserved |
The AWS ML stack
Broadest and most complete set of machine learning capabilities
ML FRAMEWORKS
& INFRASTRUCTURE
TensorFlow, PyTorch,
Apache MXNet
Deep learning
AMIs & containers
GPUs Inferentia Elastic inference FPGA
AI SERVICES
Vision
Rekognition
Speech
Polly
Transcribe
Chatbots
Lex
Contact centers
Contact Lens
Connect Voice ID
Code + DevOps
CodeGuru
DevOps Guru
Text
Comprehend
Translate
Textract
Business tools
Personalize, Forecast
Fraud Detector
Lookout for Metrics
Search
Kendra
Industrial
Panorama Appliance and SDK,
Monitron, Lookout for
Equipment, Lookout for Vision
Healthcare
HealthLake
Comprehend Medical
Transcribe Medical
Label
data
Data
collection prep
Store
features
Detect bias
and explain
predictions
Visualize in
notebooks
Pick
algorithm
Manage
& monitor
Train
models faster
Deploy in
production
Tune
parameters
Manage edge
devices
SAGEMAKER STUDIO IDE
CI/CD
AMAZON
SAGEMAKER
10
Quick Demo – Comprehend / Textract
11
AWS Contact Center Intelligence and UiPath
Contact Center Joint Value Proposition
• Reduced Cost in Contact Center
• Reduced Average Call Handling Time (AHT)
• Improved Customer Satisfaction (CSAT)
• Improved Employee Satisfaction
• Improved Employee Retention
UiPath & AWS
Mutual Value Prop
UiPath
Robots
Agent
Customer contacts support via voice or
chat - powered by the customers’ IVR
system of choice*
(both on prem or cloud based)
UiPath Robots and agents work together
or independently to fulfill requests
AWS Contact Center Intelligence (CCI)
enables UiPath Robot to automate even
more complex use cases!
UiPath can automate across any system,
including on-prem mainframes, cloud-based
web services, homebrewed systems, and
those not accessible via APIs
1 2 3
UiPath Robots
API
*Amazon Connect & Genesys PureCloud are UiPath pre-built integrations, with reference configs that can be extended to all IVR vendors
Logos here are representative of AWS Contact Center Intelligence partners, but UiPath can work with any IVR vendor.
12
Walkthrough – Configuring Amazon Connect
Integration
Sample UiPath + Connect Contact Flow Template:
https://github.com/UiPath/AmazonConnect
UiPath API Connector Guide:
https://postman.uipath.rocks/
1) Get Orchestrator API details in Orchestrator
2) Set up stack in AWS based on template
3) Set up Lambda functions pointing to applicable UiPath calls
4) Create Contact Flow (and optionally Lex chatbot)
5) Identify UiPath reference properties needed (folderId, releaseKey, etc)
6) Use at least one Lambda function in your Contact Flow to start (and optionally query
later) a UiPath job
7) Optional – set up output argument in UiPath workflow
8) Try it out!
13
Walkthrough – Configuring Amazon Connect
and Comprehend Activities in Studio
• Add Connect package in Studio
• Review and add necessary properties to authenticate
14
Live Demos:
Triggering a UiPath Start Job Event via Connect IVR
1) Set up AWS Pre-requisites (quick walkthrough)
2) Add Lambda function to start job
3) Walk through Contact Flow
4) Make call live – what could go wrong?
5) Check for incident in SNOW
(Time-willing)
1) Options to add chat to Contact Flow via Lex, deeper dive into Comprehend and
incorporating AWS AI capabilities in UiPath workflows
15
UiPath robots informs customer once request is complete via
Amazon Connect
UiPath + Amazon Connect partner with top 25 bank in the U.S.
to transform its contact center
CASE STUDY: INBOUND CALL (SELF-SERVICE)
• 40-50% reduction in agent call volume
• 30% reduction in Average Handling Time
• Improved security and compliance from
enhanced authentication process
• Improved customer experience (reduced
hold time) and NPS for direct banking
channel
A bank call center handled both customer
calls and call from branch employees.
Simple requests such as unlocking accounts
and statement requests made up 50-70% of
the call volume, overwhelming agents and
resulting in long hold times.
Challenge Solution
Results
Amazon Connect
UiPath
Robots
Customer contacts support via
voice or chat powered by
Amazon Connect
UiPath robots reach into the bank’s disparate systems of
record and legacy mainframe systems with no APIs to
automatically process simple requests including transaction
disputes, unrecognized transactions, lost/new card requests
and password resets.
This is all completed without any agent involvement.
1 2
3
16
Results
USE CASE: OUTBOUND CALL
A State Department of Labor sought a
solution to gather and process missing
information in hundreds of thousands of
unemployment insurance claims.
UiPath + Amazon Connect joint solution to support a State
Department of Labor during COVID-19
Challenge
Acme
Industries
Hi, can you
provide your
last employer?
DoL Mainframe
Systems
Amazon Connect
Outbound Dialer
Call list
End of call
1 Ingest: UiPath processes the file
and sends to an Amazon
Connect call flow
2 Contact: Amazon Connect
connects the applicant
3 Validate: Amazon Connect and
UiPath validate the caller’s identity
4 Complete: UiPath and Amazon
Connect complete the application
DoL Mainframe
Systems
Unemployment
Claim Applicant
Amazon Connect
IVR
UiPath Robot
• PoC results validated with AWS
engineers: estimated to process 300,000
applications in approximately 2 days
• Rapidly accelerate processing of
unemployment claims: robots can process
an application in 1 minute
• Alleviate need to hire thousands of
employees to manually gather missing
information
Solution
17
Links and Documentation:
UiPath Integrations (All):
https://docs.uipath.com/integrations
Amazon Comprehend Activities:
https://docs.uipath.com/activities/docs/amazoncomprehend-about
Amazon Connect Activities:
https://docs.uipath.com/marketplace/docs/amazon-connect-about
Amazon Textract Activities:
https://docs.uipath.com/marketplace/docs/amazon-textract-about
AWS Activities:
https://docs.uipath.com/activities/docs/about-the-amazonwebservices-activities-pack
18
Vibrant ecosystem of more than 1,5 million professionals and citizen developers
learning, getting support, and succeeding together in their automation careers.
• Start with the free Community Edition to get trained and certified
• Then upgrade to the Enterprise version of the product
Academy
• Get crowdsourced support and share product feedback on UiPath Forum
• Check the product documentation
• Join the Insider Preview for early testing
Forum
Community Events
• Access the latest articles and video tutorial content created by community members and
UiPath engineers in our Community Blog
• Contribute as an author.
UiPath Community MVPs • Get recognized as a Most Valuable Professional (MVP), Automation Champion or one of
the Forum Leaders, based on the contribution to others’ growth
Join the UiPath Community
• Connect with like-minded people and share best practices with the UiPath Community
• Solve challenges in engaging hackathon competitions
• Join meetups and conferences
Blog and Tutorials
Automation Cloud
• Learn the skills of the future on UiPath Academy or through our Academic Alliance
• Earn globally recognized credentials with UiPath Certifications
19
Last date to apply – 5th Dec
Visit https://community.uipath.com/mvp/ for more details
20
Date/Time Topic Status
Nov 4th,
13PM GMT
Automate cross-system ITSM processes through APIs
with UiPath Integration Service
Register now
Nov 11th,
12PM GMT
Automate end-to-end processes that involve Jira Register now
Nov 18th,
13PM GMT
Boost Customer Experience with UiPath & AWS Contact
Center automation
Register now
Dec 2nd,
13PM GMT
Automate CRM systems through APIs with the new
UiPath Integration Service
Register now
Dec 16th,
13PM GMT
UiPath Integration with SAP Solution Manager 7.2 Register now
for your participation!
Join us: community.uipath.com
Thank You

Weitere ähnliche Inhalte

Was ist angesagt?

DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptxDevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
Rohit Radhakrishnan
 

Was ist angesagt? (20)

Embracing Intelligent Automation
Embracing Intelligent AutomationEmbracing Intelligent Automation
Embracing Intelligent Automation
 
Introduction to UiPath licensing model
Introduction to UiPath licensing modelIntroduction to UiPath licensing model
Introduction to UiPath licensing model
 
Introduction to RPA and Document Understanding
Introduction to RPA and Document UnderstandingIntroduction to RPA and Document Understanding
Introduction to RPA and Document Understanding
 
What is RPA?
What is RPA?What is RPA?
What is RPA?
 
Robotic process automation overview
Robotic process automation overviewRobotic process automation overview
Robotic process automation overview
 
Applying Robotic Process Automation in Banking: Innovations in Finance and Risk
Applying Robotic Process Automation in Banking: Innovations in Finance and RiskApplying Robotic Process Automation in Banking: Innovations in Finance and Risk
Applying Robotic Process Automation in Banking: Innovations in Finance and Risk
 
Everest Group FIT matrix for Robotic Process Automation (rpa) technology
Everest Group FIT matrix for Robotic Process Automation (rpa) technologyEverest Group FIT matrix for Robotic Process Automation (rpa) technology
Everest Group FIT matrix for Robotic Process Automation (rpa) technology
 
Maximizing Enterprise AI Investments | Accenture
Maximizing Enterprise AI Investments | AccentureMaximizing Enterprise AI Investments | Accenture
Maximizing Enterprise AI Investments | Accenture
 
Decision Transformers Model.pdf
Decision Transformers Model.pdfDecision Transformers Model.pdf
Decision Transformers Model.pdf
 
Automation Suite PPT (2).pptx
Automation Suite PPT (2).pptxAutomation Suite PPT (2).pptx
Automation Suite PPT (2).pptx
 
Business Process Automation A Productivity Lever
Business Process Automation A Productivity LeverBusiness Process Automation A Productivity Lever
Business Process Automation A Productivity Lever
 
The journey from traditional to conversational IVR
The journey from traditional to conversational IVRThe journey from traditional to conversational IVR
The journey from traditional to conversational IVR
 
2023.04.04, Automating Data Extraction with UiPath Document Understanding.pdf
2023.04.04, Automating Data Extraction with UiPath Document Understanding.pdf2023.04.04, Automating Data Extraction with UiPath Document Understanding.pdf
2023.04.04, Automating Data Extraction with UiPath Document Understanding.pdf
 
DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptxDevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
DevDive_UnleashthFullPotentialofAutomationwithGenAI.pptx
 
UiPath vs Automation Anywhere Comparison
UiPath vs Automation Anywhere ComparisonUiPath vs Automation Anywhere Comparison
UiPath vs Automation Anywhere Comparison
 
RPA - Business Continuity & Automation Success Stories
RPA - Business Continuity & Automation Success StoriesRPA - Business Continuity & Automation Success Stories
RPA - Business Continuity & Automation Success Stories
 
SAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two CustomersSAP Process Mining in Action: Hear from Two Customers
SAP Process Mining in Action: Hear from Two Customers
 
Transforming Traditional ITSM with Chatbots - kore.ai
Transforming Traditional ITSM with Chatbots - kore.aiTransforming Traditional ITSM with Chatbots - kore.ai
Transforming Traditional ITSM with Chatbots - kore.ai
 
AIOps, IT Analytics, and Business Performance: What’s Needed and What Works
AIOps, IT Analytics, and Business Performance: What’s Needed and What Works AIOps, IT Analytics, and Business Performance: What’s Needed and What Works
AIOps, IT Analytics, and Business Performance: What’s Needed and What Works
 
Revolutionizing your Business with AI (AUC VLabs).pdf
Revolutionizing your Business with AI (AUC VLabs).pdfRevolutionizing your Business with AI (AUC VLabs).pdf
Revolutionizing your Business with AI (AUC VLabs).pdf
 

Ähnlich wie Boost Customer Experience with UiPath and AWS Contact Center automation

Aws 101 jan 2015 hr bang
Aws 101 jan 2015 hr bangAws 101 jan 2015 hr bang
Aws 101 jan 2015 hr bang
mythrine
 
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
Kevin Richardson
 

Ähnlich wie Boost Customer Experience with UiPath and AWS Contact Center automation (20)

Boost Customer Experience with UiPath & AWS Contact Center Automation
Boost Customer Experience with UiPath & AWS Contact Center AutomationBoost Customer Experience with UiPath & AWS Contact Center Automation
Boost Customer Experience with UiPath & AWS Contact Center Automation
 
Boost Customer Experience with UiPath & AWS Contact Center Automation
Boost Customer Experience with UiPath & AWS Contact Center AutomationBoost Customer Experience with UiPath & AWS Contact Center Automation
Boost Customer Experience with UiPath & AWS Contact Center Automation
 
Innovation morning power platform
Innovation morning power platformInnovation morning power platform
Innovation morning power platform
 
UiPath 23.4 Product Release Updates
UiPath 23.4 Product Release UpdatesUiPath 23.4 Product Release Updates
UiPath 23.4 Product Release Updates
 
Technology Series: Modernize and transform user experience with UiPath and AW...
Technology Series: Modernize and transform user experience with UiPath and AW...Technology Series: Modernize and transform user experience with UiPath and AW...
Technology Series: Modernize and transform user experience with UiPath and AW...
 
Artificial Artificial Intelligence: Using Amazon Mechanical Turk and .NET to ...
Artificial Artificial Intelligence: Using Amazon Mechanical Turk and .NET to ...Artificial Artificial Intelligence: Using Amazon Mechanical Turk and .NET to ...
Artificial Artificial Intelligence: Using Amazon Mechanical Turk and .NET to ...
 
Recruit & Manage Talent Strategically with Salesforce.com and Jobscience
Recruit & Manage Talent Strategically with Salesforce.com and JobscienceRecruit & Manage Talent Strategically with Salesforce.com and Jobscience
Recruit & Manage Talent Strategically with Salesforce.com and Jobscience
 
Cloud and big data
Cloud and big dataCloud and big data
Cloud and big data
 
Architect day 20181128 - Afternoon Session
Architect day 20181128 - Afternoon SessionArchitect day 20181128 - Afternoon Session
Architect day 20181128 - Afternoon Session
 
Trailhead Live Developer Workshop - Salesforce App Cloud
Trailhead Live Developer Workshop - Salesforce App CloudTrailhead Live Developer Workshop - Salesforce App Cloud
Trailhead Live Developer Workshop - Salesforce App Cloud
 
Aws 101 jan 2015 hr bang
Aws 101 jan 2015 hr bangAws 101 jan 2015 hr bang
Aws 101 jan 2015 hr bang
 
Public v1 real world example of azure functions serverless conf london 2016
Public v1 real world example of azure functions serverless conf london 2016 Public v1 real world example of azure functions serverless conf london 2016
Public v1 real world example of azure functions serverless conf london 2016
 
Introduction to the AWS Cloud from Digital Tuesday Meetup
Introduction to the AWS Cloud from Digital Tuesday MeetupIntroduction to the AWS Cloud from Digital Tuesday Meetup
Introduction to the AWS Cloud from Digital Tuesday Meetup
 
Intelligent automation with Microsoft Power Automate
Intelligent automation with Microsoft Power AutomateIntelligent automation with Microsoft Power Automate
Intelligent automation with Microsoft Power Automate
 
Pittsburgh, PA Salesforce Trailblazer Community Group Global Gathering DF2019
Pittsburgh, PA Salesforce Trailblazer Community Group Global Gathering DF2019Pittsburgh, PA Salesforce Trailblazer Community Group Global Gathering DF2019
Pittsburgh, PA Salesforce Trailblazer Community Group Global Gathering DF2019
 
Solace Singapore User Group: Dell Boomi Presentation
Solace Singapore User Group: Dell Boomi PresentationSolace Singapore User Group: Dell Boomi Presentation
Solace Singapore User Group: Dell Boomi Presentation
 
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
Dallas User Group Meeting - Pervasive Datasolutions Presentation July 2009
 
AWS AI 新服務探索
AWS AI 新服務探索AWS AI 新服務探索
AWS AI 新服務探索
 
#TDXRecap India tour
#TDXRecap India tour#TDXRecap India tour
#TDXRecap India tour
 
Build Agile Business Processes with Microsoft Power Platform
Build Agile Business Processes with Microsoft Power PlatformBuild Agile Business Processes with Microsoft Power Platform
Build Agile Business Processes with Microsoft Power Platform
 

Mehr von Cristina Vidu

Steps towards RPA Development: Create a Process Assessment Matrix
Steps towards RPA Development: Create a Process Assessment Matrix Steps towards RPA Development: Create a Process Assessment Matrix
Steps towards RPA Development: Create a Process Assessment Matrix
Cristina Vidu
 
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
Cristina Vidu
 
Think before we automate
Think before we automateThink before we automate
Think before we automate
Cristina Vidu
 

Mehr von Cristina Vidu (20)

Communauté UiPath Suisse romande - Séance de janvier 2024
Communauté UiPath Suisse romande - Séance de janvier 2024Communauté UiPath Suisse romande - Séance de janvier 2024
Communauté UiPath Suisse romande - Séance de janvier 2024
 
State of the Automation Professional 2023: Insights and Implications for Nigeria
State of the Automation Professional 2023: Insights and Implications for NigeriaState of the Automation Professional 2023: Insights and Implications for Nigeria
State of the Automation Professional 2023: Insights and Implications for Nigeria
 
Steps towards RPA Development: Create a Process Assessment Matrix
Steps towards RPA Development: Create a Process Assessment Matrix Steps towards RPA Development: Create a Process Assessment Matrix
Steps towards RPA Development: Create a Process Assessment Matrix
 
Dev Dives: Design user-friendly attended automations from A to Z
Dev Dives: Design user-friendly attended automations from A to ZDev Dives: Design user-friendly attended automations from A to Z
Dev Dives: Design user-friendly attended automations from A to Z
 
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...
 
Advocating for the customer. Bringing soft skills into software development
Advocating for the customer. Bringing soft skills into software developmentAdvocating for the customer. Bringing soft skills into software development
Advocating for the customer. Bringing soft skills into software development
 
🌺 Women in Automation Program: Become an RPA Developer with UiPath Studio Ses...
🌺 Women in Automation Program: Become an RPA Developer with UiPath Studio Ses...🌺 Women in Automation Program: Become an RPA Developer with UiPath Studio Ses...
🌺 Women in Automation Program: Become an RPA Developer with UiPath Studio Ses...
 
Steps towards RPA Development: How to Document your Automation.pdf
Steps towards RPA Development: How to Document your Automation.pdfSteps towards RPA Development: How to Document your Automation.pdf
Steps towards RPA Development: How to Document your Automation.pdf
 
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
 
Women in Automation - Intro to Studio Session 1
Women in Automation - Intro to Studio Session 1Women in Automation - Intro to Studio Session 1
Women in Automation - Intro to Studio Session 1
 
Think before we automate
Think before we automateThink before we automate
Think before we automate
 
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
🌺 Women in Automation Program: Become a Citizen Developer with UiPath StudioX...
 
Women in Automation - Introduction to RPA
Women in Automation - Introduction to RPAWomen in Automation - Introduction to RPA
Women in Automation - Introduction to RPA
 
Conversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsConversational AI and Chatbot Integrations
Conversational AI and Chatbot Integrations
 
RPA Karaoke
RPA Karaoke RPA Karaoke
RPA Karaoke
 
Let’s build an app with UiPath Apps!
Let’s build an app with UiPath Apps!Let’s build an app with UiPath Apps!
Let’s build an app with UiPath Apps!
 
Dev Dives: Unlock automation adoption with UiPath Apps
Dev Dives: Unlock automation adoption with UiPath AppsDev Dives: Unlock automation adoption with UiPath Apps
Dev Dives: Unlock automation adoption with UiPath Apps
 
UiPath Amsterdam DEV meet-up For Developers, By Developers
UiPath Amsterdam DEV meet-up For Developers, By DevelopersUiPath Amsterdam DEV meet-up For Developers, By Developers
UiPath Amsterdam DEV meet-up For Developers, By Developers
 
Jahresplanung und Content Map
Jahresplanung und Content MapJahresplanung und Content Map
Jahresplanung und Content Map
 
Webinar - Utilizzo delle WebApi dell'Orchestrator.pdf
Webinar - Utilizzo delle WebApi dell'Orchestrator.pdfWebinar - Utilizzo delle WebApi dell'Orchestrator.pdf
Webinar - Utilizzo delle WebApi dell'Orchestrator.pdf
 

Kürzlich hochgeladen

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Kürzlich hochgeladen (20)

Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 

Boost Customer Experience with UiPath and AWS Contact Center automation

  • 1. Boost Customer Experience with UiPath and AWS Contact Center automation Tech Integrations Series 3
  • 2. 2 1. Meetup Introduction with our Community Manager 2. High Level Overview of UiPath + Amazon Contact Center Integration 3. Capability deep-dive: Amazon Connect Native Integration and Amazon Comprehend + UiPath 4. Live Walkthrough: 1) Configuring Amazon Connect, 2) Configuring Amazon Comprehend 5. Demo: Building Automations 6. Use Cases 7. Q&A and Additional Demos Agenda
  • 3. 3 Automate the Call Center Amazon + UiPath – High-Level Overview Easily bring AI to your workflows Boost IT productivity Auto-scale as needs evolve Easily scale and manage your digital workforce Rapidly implement and scale your automations as needs evolve with pre-built auto deployment capabilities. Automate more and solve complex business challenges with the power of AWS AI services Modernize your enterprise by easily adding AWS AI capabilities directly into your-day-to-day operations with ready-to-use intelligent automation solutions. Leverage AWS cloud with enterprise-class automation to increase productivity Harness the power of AWS cloud and infrastructure to empower your IT organization with efficient and affordable services, and end-user process automation. Boost customer experience and free your agents by automating the call center with Amazon Connect Automate functions within the call center, enabling more self- service, decrease average call handling times, and shorten customer hold times. Deep integrations enable powerful solutions at scale – including in the Contact Center and combining AI/ML and Automation (today’s focus)
  • 4. 4 AWS Contact Center Intelligence and UiPath Contact Center Joint Value Proposition Customer Self-Service Agent Assistance Systems & Processes • AWS Contact Center Intelligence (CCI) focuses on AI/ML investments in customer self-service and agent assistance. • UiPath is the “link” that delivers AWS’s AI capabilities directly into the enterprises’ systems & processes. Joint Value Proposition - Empower customers to self-serve - Empower agents to deliver a personalized customer experience - Improve efficiency across front & back office - Deliver rapid results in weeks, not months, without costly infrastructure changes CCI CCI
  • 5. 5 Reimagine End to End Omni-Channel Capabilities End to end customer journeys optimised to allow your people do what they do best. Customer persona • External • customer • Internal • employee • Third party Voice Email Mobile Web Chat Front office services Self-Service Straight-through processing Business segmented by value, volume and/or type of process Plugged- in Service Requests Technical Troubleshooting Request Fulfilment Payment Processing Triage Data extraction Classification/ indexing Client verification Routing and prioritization Omnichannel Middle & back- Office Processes Complaints/ Disputes Status Updates Escalated Service Customer details Recent activities Customer insight Incident history Sentiment Analysis KB search tools 360 customer view Agent CRM ERP ITSM LOBs Market platforms TPAs IVR Integration APIs Data AI/ML Fraud detection Report generation Client documentation Multi-system updates Trend analysis Close-out processes “Warm transfer” to agent Bots monitor multiple input channels alongside Amazon solutions 1 Bots perform initial receiving activities and categorization 2 AI/ML + Automation solutions enable self-service; simple requests fulfilled automatically 3 Agent- assistance tools provide live support and cross-system integration 4 Unattended Bots fulfill and execute key close-out and back-office activities 5
  • 6. 6 Bring AI to life in your organization with UiPath and AWS Our robots never stop learning UiPath is deeply integrated with AWS AI services across vision, document, speech, and language – making it easy to create intelligent automations. Drag & drop AI capabilities directly into RPA workflows. UiPath is deeply integrated with AWS AI services in these areas Visual Understanding Human-like recognition of UI elements Document Understanding Insight into unstructured data Custom Tools and Skills AI skills custom-built for your business and brought to the UiPath Platform through a fully- integrated AI Fabric Specialized Skills A growing collection of best-in-class skills from UiPath ecosystem partners and experts, available on the UiPath Go! Marketplace EMBEDDED SKILLS EMBEDDED SKILLS CUSTOM SKILLS ECOSYSTEM SKILLS Conversational Understanding Sentiment of text, chat, and voice inputs EMBEDDED SKILLS
  • 7. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Easy to use, omnichannel cloud-based contact-center service that scales to support businesses of any size Skills-based contact routing Voice & chat recording Real-time and historical analytics High-quality voice capability Pay-as-you-go pricing Amazon Connect is helping companies transform customer experience Amazon Connect
  • 8. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Extensive service integrations foster innovation Amazon Connect Development Database Storage AI Analytics AWS Lambda Amazon API Gateway AWS Step Functions Amazon S3 Amazon Glacier Amazon RDS Amazon DynamoDB Amazon Redshift Amazon Transcribe Amazon Comprehend Amazon Lex Amazon Polly Amazon Glue Amazon Quicksight Amazon Athena Amazon Kinesis Messaging Management Security Amazon Pinpoint Amazon Simple Notification Service Amazon Simple Email Service AWS Identity and Access Management AWS Directory Service Amazon CloudWatch AWS CloudFormation AWS CloudTrail
  • 9. 9 © 2021 Amazon Web Services, Inc. or its affiliates. All rights reserved | The AWS ML stack Broadest and most complete set of machine learning capabilities ML FRAMEWORKS & INFRASTRUCTURE TensorFlow, PyTorch, Apache MXNet Deep learning AMIs & containers GPUs Inferentia Elastic inference FPGA AI SERVICES Vision Rekognition Speech Polly Transcribe Chatbots Lex Contact centers Contact Lens Connect Voice ID Code + DevOps CodeGuru DevOps Guru Text Comprehend Translate Textract Business tools Personalize, Forecast Fraud Detector Lookout for Metrics Search Kendra Industrial Panorama Appliance and SDK, Monitron, Lookout for Equipment, Lookout for Vision Healthcare HealthLake Comprehend Medical Transcribe Medical Label data Data collection prep Store features Detect bias and explain predictions Visualize in notebooks Pick algorithm Manage & monitor Train models faster Deploy in production Tune parameters Manage edge devices SAGEMAKER STUDIO IDE CI/CD AMAZON SAGEMAKER
  • 10. 10 Quick Demo – Comprehend / Textract
  • 11. 11 AWS Contact Center Intelligence and UiPath Contact Center Joint Value Proposition • Reduced Cost in Contact Center • Reduced Average Call Handling Time (AHT) • Improved Customer Satisfaction (CSAT) • Improved Employee Satisfaction • Improved Employee Retention UiPath & AWS Mutual Value Prop UiPath Robots Agent Customer contacts support via voice or chat - powered by the customers’ IVR system of choice* (both on prem or cloud based) UiPath Robots and agents work together or independently to fulfill requests AWS Contact Center Intelligence (CCI) enables UiPath Robot to automate even more complex use cases! UiPath can automate across any system, including on-prem mainframes, cloud-based web services, homebrewed systems, and those not accessible via APIs 1 2 3 UiPath Robots API *Amazon Connect & Genesys PureCloud are UiPath pre-built integrations, with reference configs that can be extended to all IVR vendors Logos here are representative of AWS Contact Center Intelligence partners, but UiPath can work with any IVR vendor.
  • 12. 12 Walkthrough – Configuring Amazon Connect Integration Sample UiPath + Connect Contact Flow Template: https://github.com/UiPath/AmazonConnect UiPath API Connector Guide: https://postman.uipath.rocks/ 1) Get Orchestrator API details in Orchestrator 2) Set up stack in AWS based on template 3) Set up Lambda functions pointing to applicable UiPath calls 4) Create Contact Flow (and optionally Lex chatbot) 5) Identify UiPath reference properties needed (folderId, releaseKey, etc) 6) Use at least one Lambda function in your Contact Flow to start (and optionally query later) a UiPath job 7) Optional – set up output argument in UiPath workflow 8) Try it out!
  • 13. 13 Walkthrough – Configuring Amazon Connect and Comprehend Activities in Studio • Add Connect package in Studio • Review and add necessary properties to authenticate
  • 14. 14 Live Demos: Triggering a UiPath Start Job Event via Connect IVR 1) Set up AWS Pre-requisites (quick walkthrough) 2) Add Lambda function to start job 3) Walk through Contact Flow 4) Make call live – what could go wrong? 5) Check for incident in SNOW (Time-willing) 1) Options to add chat to Contact Flow via Lex, deeper dive into Comprehend and incorporating AWS AI capabilities in UiPath workflows
  • 15. 15 UiPath robots informs customer once request is complete via Amazon Connect UiPath + Amazon Connect partner with top 25 bank in the U.S. to transform its contact center CASE STUDY: INBOUND CALL (SELF-SERVICE) • 40-50% reduction in agent call volume • 30% reduction in Average Handling Time • Improved security and compliance from enhanced authentication process • Improved customer experience (reduced hold time) and NPS for direct banking channel A bank call center handled both customer calls and call from branch employees. Simple requests such as unlocking accounts and statement requests made up 50-70% of the call volume, overwhelming agents and resulting in long hold times. Challenge Solution Results Amazon Connect UiPath Robots Customer contacts support via voice or chat powered by Amazon Connect UiPath robots reach into the bank’s disparate systems of record and legacy mainframe systems with no APIs to automatically process simple requests including transaction disputes, unrecognized transactions, lost/new card requests and password resets. This is all completed without any agent involvement. 1 2 3
  • 16. 16 Results USE CASE: OUTBOUND CALL A State Department of Labor sought a solution to gather and process missing information in hundreds of thousands of unemployment insurance claims. UiPath + Amazon Connect joint solution to support a State Department of Labor during COVID-19 Challenge Acme Industries Hi, can you provide your last employer? DoL Mainframe Systems Amazon Connect Outbound Dialer Call list End of call 1 Ingest: UiPath processes the file and sends to an Amazon Connect call flow 2 Contact: Amazon Connect connects the applicant 3 Validate: Amazon Connect and UiPath validate the caller’s identity 4 Complete: UiPath and Amazon Connect complete the application DoL Mainframe Systems Unemployment Claim Applicant Amazon Connect IVR UiPath Robot • PoC results validated with AWS engineers: estimated to process 300,000 applications in approximately 2 days • Rapidly accelerate processing of unemployment claims: robots can process an application in 1 minute • Alleviate need to hire thousands of employees to manually gather missing information Solution
  • 17. 17 Links and Documentation: UiPath Integrations (All): https://docs.uipath.com/integrations Amazon Comprehend Activities: https://docs.uipath.com/activities/docs/amazoncomprehend-about Amazon Connect Activities: https://docs.uipath.com/marketplace/docs/amazon-connect-about Amazon Textract Activities: https://docs.uipath.com/marketplace/docs/amazon-textract-about AWS Activities: https://docs.uipath.com/activities/docs/about-the-amazonwebservices-activities-pack
  • 18. 18 Vibrant ecosystem of more than 1,5 million professionals and citizen developers learning, getting support, and succeeding together in their automation careers. • Start with the free Community Edition to get trained and certified • Then upgrade to the Enterprise version of the product Academy • Get crowdsourced support and share product feedback on UiPath Forum • Check the product documentation • Join the Insider Preview for early testing Forum Community Events • Access the latest articles and video tutorial content created by community members and UiPath engineers in our Community Blog • Contribute as an author. UiPath Community MVPs • Get recognized as a Most Valuable Professional (MVP), Automation Champion or one of the Forum Leaders, based on the contribution to others’ growth Join the UiPath Community • Connect with like-minded people and share best practices with the UiPath Community • Solve challenges in engaging hackathon competitions • Join meetups and conferences Blog and Tutorials Automation Cloud • Learn the skills of the future on UiPath Academy or through our Academic Alliance • Earn globally recognized credentials with UiPath Certifications
  • 19. 19 Last date to apply – 5th Dec Visit https://community.uipath.com/mvp/ for more details
  • 20. 20 Date/Time Topic Status Nov 4th, 13PM GMT Automate cross-system ITSM processes through APIs with UiPath Integration Service Register now Nov 11th, 12PM GMT Automate end-to-end processes that involve Jira Register now Nov 18th, 13PM GMT Boost Customer Experience with UiPath & AWS Contact Center automation Register now Dec 2nd, 13PM GMT Automate CRM systems through APIs with the new UiPath Integration Service Register now Dec 16th, 13PM GMT UiPath Integration with SAP Solution Manager 7.2 Register now
  • 21. for your participation! Join us: community.uipath.com Thank You

Hinweis der Redaktion

  1. Amazon Connect is AWS’ omni-channel cloud contact center service that helps companies provide superior customer service at a lower cost. It is also used by Amazon’s retail business. At Amazon, we strive to be Earth’s most customer-centric company, but traditional contact center technologies weren’t able to meet our needs. The technology we were looking for needed to be scalable. We knew the trajectory of the growth we were seeing, but we also needed to cater for rapid changes in demand. So we built it, as a Contact Center as a Service! Using our knowledge and experience, we built an easy-to-use, intuitive system that enables Amazon customer service associates to focus their attention on the customer, rather than on navigating a complex, difficult-to-use system, and their supervisors a simple tool for managing their staff and their business. Over 50 groups and businesses within Amazon and its subsidiaries provide customer service today, making Amazon Connect suitable for contact centers ranging from 10s of agents to 10s of thousands of agents. One of the key differentiators of Amazon Connect is the simplicity of setup and configuration. Amazon Connect can be managed by business users without the need for highly technical, specialized skills. Rich metrics and analytics provide insight that enables making improvements to the end-customer experience easy, and changes are applied immediately, so results can be seen in real-time. Beyond the standard functionality, Amazon Connect delivers differentiators that allow AWS customers to create exceptional customer experiences. For example, Amazon Connect was built from the ground up to be 100% Cloud based. There are no adapters or applets or applications or browser extensions to install, every part of Amazon Connect is available purely in the browser. Amazon Connect can be setup in minutes and agents can take calls after just a few simple steps, and can be located practically anywhere that has a broadband internet connection. You can log into the AWS console today, answer a few short questions, claim a phone number and be taking calls before we finish this slide. Build dynamic and personal contact flows: The Contact Flow Engine enables non-technical users to create customer interactions, or “contact flows,” to surface information such as past purchases, contact history, and customer tendencies, which can be used to anticipate end-customer needs and deliver answers to questions before they are even asked.  Once a call comes in, Connect can source information designated by the contact flow, and start answering the customer’s question using natural language input with Amazon Lex. Natural input using Amazon Lex: Amazon Connect enables natural customer conversations by integrating with Amazon Lex (an Amazon AI service currently in preview that uses the same deep learning technologies), the same technology that powers Amazon Alexa, to enable any developer to quickly and easily build natural language interactions.  If the customer’s questions are not answered by this level of interaction, the contact flow engine can continue the flow by routing the customer to an agent with the appropriate skills/access, as designated by the Connect administrator.
  2. Many customers see the AWS cloud services platform as another differentiator as they can easily access these services to build solutions. If you want to trigger an action to send a text message in a contact flow for proactively updating a customer on the status of a parcel, customers may quickly create a Lambda function to use Amazon Pinpoint or Simple Notification Service to generate this update from a contact flow. Amazon Connect easily integrates with AWS’ 150+ other services to innovate on behalf of your customers. Amazon Connect integrates with several AWS services to provide a richer depth of capabilities and customization including: It leverages AWS Directory Services for identity and access management. It can store any call recordings and scheduled metrics reports in Amazon S3 for buckets in your account, letting you control the lifecycle management and retention of your data. It can uses AWS Lambda to enable data dips and other external integration in contact flows. Streams metrics data and agent event data to Amazon Kinesis Data Stream or Amazon Kinesis Data Firehose. Amazon Elastic Search Service can consume the data from Amazon Kinesis to enable advanced monitoring. It can encrypt data from your contact center, such as call recordings and reports, with encryption keys stored with Amazon Key Management Service. It leverages Amazon Lex for Natural Language Understanding and automated customer interactions. It uses Amazon CloudWatch for operational metrics and alarms. It uses Amazon Polly to provide the voice for text-to-speech messages.
  3. To meet our customers where they are on their machine learning journey and help them achieve specific business outcomes, we provide the broadest and most complete set of machine learning and artificial intelligence services for builders of all levels of expertise. And we continue to improve services at a rapid clip. AWS has launched more than 250 new capabilities for machine learning and artificial intelligence in just the last 12 months. At each layer of the stack, we’re investing in removing the undifferentiated heavy lifting so your teams can move faster. These services are applicable across a broad spectrum of companies, but we’ve also heard from customers that they want specific solutions that are purpose-built for their industries so we are investing in industrials and healthcare. At the top layer are our AI Services, which allow developers to easily add intelligence to any application without needing ML skills. The pre-trained models provide ready-made intelligence for your applications and workflows to help you do things like personalize the customer experience, forecast business metrics, translate conversations, extract meaning from documents and more. AWS has a broad spectrum of services to address your business’s AI goals. At the middle layer is Amazon SageMaker, which provides every developer and data scientist with the ability to build, train, and deploy machine learning models at scale. It removes the complexity from each step of the machine learning workflow so you can more easily deploy your machine learning use cases, anything from predictive maintenance to computer vision to predicting customer behaviors. And at the bottom layer, expert practitioners can develop on the framework of their choice as a managed experience in Amazon SageMaker or use the AWS Deep Learning AMIs (Amazon machine images), which are fully configured with the latest versions of the most popular deep learning frameworks and tools.