transforming customer engagement with ibm watson
TRANSCRIPT
Transforming Customer Engagement with IBM Watson Vince Padua, Director, IBM Watson Rahul Garg, Product Manager, IBM Watson
The interactions customers want
Examples of cognitive computing
The role of cognitive computing
The information is available today but the systems can’t use it effectively
Information is unstructured • Structured data from CRM systems and ERP systems provide a small
portion of the information needed Information is spread across many systems
• Product Manuals • FAQs • Knowledgebases • Call notes • Forums • Reviews • Blogs
Mobile: • Customers demand great experiences on their
mobile devices across their relationship with you Personal: • Customers expect you to know them across
channels and personalize your interaction Self - Service: • Customers are embracing self-service options
75% 75% of customers prefer some form of self-service for simple inquiries
91% 91% of Smartphone users say they would use an online knowledgebase if it was tailored to their needs
Customers want this type of interaction
Today the Customer Service department manually brings the information together
Lower customer satisfaction
$300B Organizations spend over $300B annually on contact center labor
42% % of service agents unable to efficiently resolve customer issues due to disconnected systems, archaic user interfaces, and multiple applications
11% Average amount of time agents spend looking for information needed to manage customer interactions
Fewer deflected calls Lower first call resolutions Higher average handle times
CO
STS
SER
VIC
E
The effects of poor service ripple beyond the Contact Center to Marketing
6-7X It is 6-7 times more costly to attract a new customer than to retain an existing one
4X Customers are 4 times more likely to buy from a competitor if the problem is service related vs. price or product
Poor service • Increases customer churn • Reduces loyalty and share of wallet • Reduces word of mouth advocacy
and net promoter scores • Drives up marketing costs
66% Percent of customers willing to spend more with a company they feel provides excellent customer service (on average 13% more)
The effects also ripple to Sales
45% % of US consumers that abandon an online transaction if their questions or concerns are not addressed quickly
55% % of consumers that have intended to conduct a business transaction or make a purchase, but decided not to based on a poor service experience
Poor service • Reduces sales revenue
• Increases cart abandonment
83% of consumers require some degree of customer support while making an online purchase
The interactions customers want
Examples of cognitive computing
The role of cognitive computing
Perceiving: Watson understands the world as we do: it interprets sensory input beyond traditional data
• Understands natural language • Reads manuals, social data, blogs, consumer reviews, etc.
Reasoning: Watson thinks through complex problems: it deepens our analysis and inspires creativity
• Makes inferences • Evaluates pros and cons • Finds rela=onships between terms and concepts
Relating: Watson understands how we communicate, and personalizes its interactions with each of us
• Responds in natural language • Personalizes the interac=on and provides reasons
Learning: Watson learns from every interaction, scaling our ability to build experience
• Trains with experts and improves with feedback
Watson is a learning system that augments human cogni2on; scaling people’s abili2es to perceive, reason and relate
Decision Maker
Decision Maker
Search Engine Finds Documents Containing Keywords
Delivers Documents Based on Popularity
Has Question
Distills to 2-3 Keywords
Reads Documents, Finds Answers
Finds & Analyzes Evidence Watson Understands Question
Produces Possible Answers & Evidence
Delivers Response, Evidence & Confidence
Analyzes Evidence, Computes Confidence
Asks NL Question
Considers Answer & Evidence
Decision Maker
Cognitive conforms the technology to the user; Keywords force the user to conform
“My husband hardly ever uses his phone, which plan is right for him?
“I need a window covering for my dining room. I want the natural light, but in the morning the sun shines in low and I have to close the shades.”
The interactions customers want
Examples of cognitive computing
The role of cognitive computing
Watson Engagement Advisor
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The core of Watson is a learning system that works by understanding both customers and knowledge
Multiple interpretations
Hundreds of answer sources • Primary search • Candidate answer generation
Tens of thousands of evidence sources and scores • Answer scoring • Evidence retrieval • Deep evidence scoring
Learned models • Combine and weigh evidence
Inquiry analysis Decomposition Hypothesis generation Synthesis Hypothesis and evidence scoring
Final confidence merging and ranking Question Answer
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Gary
This evidence suggests “Gary” is the answer BUT the system must learn that keyword matching may be weak relative to other types of evidence
In May 1898 Portugal celebrated the 400th anniversary of this explorer’s
arrival in India.
Legend
Key word hit
“Reference text” Answer
Question: In May, Gary arrived in India after he
celebrated his anniversary in Portugal.
Supporting evidence:
Answering complex questions requires more than keyword evidence
“explorer”
“India”
“In May 1898”
“India”
“In May”
“celebrated”
“anniversary”
“in Portugal” “Portugal”
“400th anniversary”
“celebrated”
“arrived in”
“arrival in”
“Weak evidence”
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“27th May 1498”
Vasco da Gama
“landed in”
“arrival in”
“explorer”
“India”
Paraphrases
Geo-KB
Stronger evidence can be much harder to find and score… § Search far and wide
§ Explore many hypotheses
§ Find judge evidence
§ Many inference algorithms
“400th anniversary”
“Portugal”
“May 1898”
“celebrated”
In May 1898 Portugal celebrated the 400th anniversary of this explorer’s
arrival in India.
“Kappad Beach”
Legend
Temporal reasoning
“Reference text” Answer
Statistical paraphrasing
GeoSpatial reasoning
Question:
On the 27th of May 1498, Vasco da Gama landed in Kappad Beach.
Supporting evidence:
Date Match
Watson leverages multiple algorithms to perform deeper analysis
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Watson Engagement Advisor delivers the next wave of customer engagement through cognitive computing
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• Automates customer interaction to increase customer engagement in sales and service
• Transforms customer engagement by knowing, engaging and empowering clients
• Develops customer relationships through a transformative user experience
What it does
• Provides answers not links and webpages
• Answers with evidence not guesses • Not restricted to a predefined question-
answer set
• Learns from every interaction
How it does it
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New agents need to get up to speed quickly
and demonstrate value
Customers (Millennials):
Customer demographics and expectations are shifting, creating challenges with traditional service environments
Agents:
Expect instant responses that understand them
Goal is to take action immediately
Increase in mobile use reduces reviewable information
Customer insight is lost as many don’t call and
transactions are separated
Issues:
Promotions can be overlooked decreasing
customer lifetime value
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Watson helps new agents become productive quickly
Watson helps Millennials get instant answers
across devices
Watson integrates processes to enable action
Watson reads information to net it out for customers
on mobile screens
Watson captures interactions over time for
identification of new insights
Watson surfaces promotions in discussion,
increasing visibility
Customers (Millennials):
Watson enables transformational customer engagement improving the customer experience and business value
Agents: Solutions:
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A mobile phone provider plans to use Watson to differentiate the company with personalized service and support.
Needs 1. Meet changing
expectations 2. Reduce churn 3. Beat competition
Solutions 1. Omni-channel self-
service 2. Guide through
processes
Benefits 1. Increase loyalty 2. Decrease churn 3. Grow customer base
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usiness Machines C
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Self-service User Experience
Here is what you are looking for.
Here it is. Shall I complete the task for you?
Here it is, complete. Also,
this new info might be helpful.
How did it go? Can I assist with these next steps?
Knowledge Expert Empowered Assistant Personal Advisor
Ask a question Get answers Ask a question Get answers Get action
Ask a question Get answers Get action Get suggestions Get follow-up
Recom
mended (A
nalytic Engine)
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Valu
e
Customer Satisfaction
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Shannon is… the unconfident agent □ A new employee
□ Wants what’s best for customers
□ Spends too much time searching for answers
□ Feels inferior when asking for guidance from peers
IBM Watson is… the Cognitive Agent Advisor ■ Provides answers from trusted information
■ Uses natural language
■ Offers more visibility of customer needs
■ Tailors proactive service to each individual
■ Decreases need for supervision
■ Creates efficiencies
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Jim is… the busy, capable customer □ A multi-line customer for years
□ Busy, rarely available during normal business hours
□ Prefers self-service
□ Calling into a contact center will instantly put him in a bad mood
IBM Watson is… the Empowered Virtual Agent ■ Transforms customer self-serve with the ability to answer questions
■ Can complete transactions
■ Provides personalized and proactive recommendations
■ Uses an intuitive text/voice interface
■ Continues learning from prior interactions
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To add mobile hotspot to your iPhone, simply launch setting, cellular and select mobile hotspot. You may have to restart your phone once added. You can also order online by logging in to your account.
Watson helps Shannon and Jim
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Knowledge Expert Empowered Assistant Personal Advisor
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How expensive is it for a customer to add a new line to their account?
It should be 9.99 for customers already in a family plan.
How do I upgrade my customer to the latest device?
1) On the NPC screen, select Prices and Promotions.
2) From the Sales Offer Mode (SOM), select Upgrade > Waive Activation if appropriate
How do I add Mobile Hotspot to my iPhone?
I see you have a family plan with 4 lines. You also have 2GB of data per line. We have a new family share plan that you are eligible for, $160 / Month includes Unlimited Text, Unlimited Talk and 10GB of shared data.
My bill is too high.
I’d like to learn more about the new shared family plan.
Ok. Let me connect you with an agent to provide you more information on plan eligibility.
Hi Jim. This is Shannon. I see you’re interested in learning more about the new shared family plan…
Hi Jim, I’ve noticed you’ve been spending more on international roaming recently Did you know that we offer an international roaming package that is available to you for only $46 extra per month which can be turned on and off at any time. Would you like to add the international roaming packages?
Yes, please add the international roaming packages to my account.
I’ll make that change now. Give me a moment to add International roaming… I added international roaming package, and backdated the addition so you save $30 on your last month bill I notice you’ve had some late charges. Can I help you avoid future charges by setting up AutoPay or changing your bill date?
Yes, I’d like to set up AutoPay....
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Watson on Watson Demo