Putting IBM Watson to Work
Manoj Saxena
General Manager, IBM Watson Solutions




                                        © 2011 IBM Corporation
On February 14, 2011, IBM Watson changed history introducing a
    system that rivaled a human’s ability to answer questions posed
    in natural language with speed, accuracy and confidence.

     Watson Wins!
     Largest Jeopardy! in 5 years
       34.5M Jeopardy! Viewers
       1.3B+ Impressions
     Over 10,000 Media Stories
     11,000 attend watch events
     2.5M+ Videos Views (top 10
      only)
     10,897 Twitter
     23,647 Facebook Fans


1                                                             © 2011 IBM Corporation
IBM Watson a look behind the scenes

    System Specifications                                    IBM Technology Depth

         2880 Processing Cores
                                                                          Content
                                                                          Analytics

         90 IBM P750
         Servers
                                                                          Business
                                                                          Analytics
        16 Terabytes Memory
        (RAM) – 20TB Disk

                                                                          Big Data
        80 Teraflops
        Computing Power

         Workload Optimized                                               Databases /
         Systems                                                          Data
                                                                          Warehouses


               In the past 5 years IBM has spent over $14B in acquisitions and
                                     $6B in R&D annually
2                                                                           © 2011 IBM Corporation
Agenda


     What is IBM Watson and why is it important?




               How is IBM putting Watson to work?




           What can we expect in the future?


3                                                   © 2011 IBM Corporation
The World is Getting Smarter




                     +                +                   =
          Instrumented    Interconnected    Intelligent

           An opportunity to think and act in new ways—
               economically, socially and technically.




44                                                            © 2011 IBM Corporation
Unstructured data is proliferating. . .
    … 249B e-mails (2.8M/sec) and 200M Tweets daily
    … 35 hours video uploaded to YouTube per minute


     In 2005 there were 1.3 billion RFID tags in
     circulation…
     … by 2010 there will be 33 billion.


     An estimated 2 billion people will be on the Web by
     2011 ...
     … and a trillion connected objects – cars, appliances,
     cameras, roadways, pipelines

5                                                   © 2011 IBM Corporation
Businesses on a Smarter Planet are “dying of thirst in an
ocean of data”

            90% of the                               80% of the                    Traditional
         world’s data was                           world’s data             technology solutions
          created in the                              today is               only leverage 20% of
          last two years                            unstructured                 the available
                                                                                  information




              1 in 2                                           83%                       5.4X
      Business leaders don’t                         of CIO’s cited BI and          more likely that top
       have access to data                          analytics as part of their       performers use
            they need                                    visionary plan             Business analytics
6                                                                                               © 2011 IBM Corporation
    Source: GigaOM, Software Group, IBM Institute for Business Value
Today’s business challenges are causing organizations to
rethink what it will take to get ahead tomorrow




                                     Emerging IT
                                      Structured & unstructured (global)
     Traditional IT                   Probabilistic Applications
                                      Discovery Oriented
      Structured data (local)
                                      Small and Big Data
      Deterministic Applications
                                      Natural Language
      Search Oriented
      Small Data
      Machine Language

7                                                              © 2011 IBM Corporation
Healthcare Industry is beset with some of the most complex
information challenges we collectively face


    Medical information is
    doubling every 5 years,
    much of which is
    unstructured

    81% of physicians
    report spending 5
    hours or less per
    month reading medical
    journals


    “Medicine has become too complex (and only) about 20 percent of the knowledge
    clinicians use today is evidence-based.”
                                 Steven Shapiro, Chief Medical and Scientific Officer, UPMC
8                                                                                © 2011 IBM Corporation
Why is it so hard for computers to understand humans



                    Structured Data                                   Unstructured Data

                  Physicist           Birth Place                “One day, from among his city
    Where was    A. Einstein               Ulm                    views of Ulm, Otto chose a
                                                                 water color to send to Albert
     Einstein      N. Bohr           Copenhagen                  Einstein as a remembrance of
       born?      M. Curie              Warsaw                       Einstein´s birthplace”
                   Source: Excel File, Database, etc.           Source: http://www.schaeffenacker-ulm.de/en/otto.html



                  Person            Organization
                 L. Gerstner               IBM                    “If leadership is an art then
                                                                 surely Jack Welch has proved
    Welch ran     J. Welch                 GE                   himself a master painter during
      this?      W. Gates              Microsoft                       his tenure at GE”

                                                                   Source: Jack Welch and the GE Way, Robert Slater
                  Source: Excel File, Database, etc.

                                         Source: IBM Research




9                                                                                                     © 2011 IBM Corporation
A Brief History of IBM Watson


     IBM Research     Jeopardy!         Watson                  Watson
        Project         Grand             for                  Industry
                      Challenge        Healthcare              Solutions

        (2006)       (Feb 2011)        (Aug 2011)               (2012)




                                                           Cross-industry
                                                              Scale up

                                    Commercialization    New class of industry
                    Demonstration                          specific business
                                                        analytics solutions that
         R&D                                              leverage Big Data

10                                                                         © 2011 IBM Corporation
IBM Watson brings together a set of transformational
technologies to drive optimized outcomes
                                                                  Generates and
           Understands                                                  evaluates
                natural                                            hypothesis for
              language                                           better outcomes
            and human
                                                       Renal Failure
                speech                                         UTI
                                                          Diabetes




                Adapts and
           Learns from user
             selections and
                 responses
                                     …built on a massively parallel probabilistic
                                                  evidence-based architecture
11                                                                     © 2011 IBM Corporation
IBM Smarter Healthcare

     A smarter health system improves visibility and collaboration across
        all health system participants making best use of resources to
     prevent and treat diseases, reduce overall healthcare costs, and keep
                                people healthy.



                              +                     +
              Instrumented         Interconnected        Intelligent


          Capture accurate,       Enable seamless          Use advanced
              real-time             information         analytics to improve
          information from         sharing across       research, diagnosis
          devices & systems            groups             and treatment

12                                                                       © 2011 IBM Corporation
Why is Watson Technology ideal for healthcare?

                                      What condition has red eye, pain, inflammation,
 Understands natural language
          questions
                                      blurred vision, floating spots and sensitivity to
                                                                                  light?

     Analyzes large volumes of        Physician Notes, Medical Journals, Clinical Trials,
        unstructured data                        Pathology Results, Blogs, Wikipedia


     Generates and evaluates
           hypothesis                 Possible Diagnosis
                                       Uveitis
                                                                          Confidence
                                                                                91%
                                       Iritis                                   48%
                                       Keratitis                                29%
     Presents responses with
           confidence             
         Supports iterative           Family History, Patient Interview, Physical Exam,
     dialogue to refine results                                   Current Medications


     Learns from results over
               time                      What actions were taken? What treatments
                                          were prescribed? What was the outcome?



13                                                                             © 2011 IBM Corporation
IBM and WellPoint are working together to put Watson
to work in healthcare


                                                                    Leverage medical records
                                                                               TO
                                                                      diagnose and identify
                              +                             =           treatment options
                                                                               TO
                                         IBM Watson                   enhance the quality of
                                                                     medical care delivered
           WellPoint
                                         IBM Watson
     Serving 1 in 9 insured
          Americans



      "Imagine having the ability within three seconds to look through all of that (medical)
      information….at the moment you're caring for that patient."
                               Dr. Sam Nussbaum, WellPoint's Chief Medical Officer, WellPoint
14                                                                                  © 2011 IBM Corporation
From battling humans at Jeopardy! to transforming business


               IBM Watson Healthcare                       Financial Services




     Diagnostic/Treatment Assistance,          Investment and retirement planning,
     Evidenced-Based Insights, Collaborative   institutional trading and decision
     Medicine                                  support.



                  Tech Support                                Government




     Contact center support and services.      Public Safety, Improved Information
     Enterprise knowledge management.          Sharing, Security, Fraud and Abuse
     Consumer marketing.                       Prevention


       IBM Watson has the capabilities to address business and societal challenges
15                                                                               © 2011 IBM Corporation
Learn more at:




          www.ibmwatson.com.
          www.facebook.com/ibmwatson.
         www.twitter.com/ibmwatson
         (Tweet #ibmwatson )
             www.youtube.com/ibm




             See Watson in action at an IBM Lab, Briefing
                 Center or Analytics Solution Center

16                                                          © 2011 IBM Corporation
17   © 2011 IBM Corporation

Opening Keynote: Putting IBM Watson to Work

  • 1.
    Putting IBM Watsonto Work Manoj Saxena General Manager, IBM Watson Solutions © 2011 IBM Corporation
  • 2.
    On February 14,2011, IBM Watson changed history introducing a system that rivaled a human’s ability to answer questions posed in natural language with speed, accuracy and confidence.  Watson Wins!  Largest Jeopardy! in 5 years  34.5M Jeopardy! Viewers  1.3B+ Impressions  Over 10,000 Media Stories  11,000 attend watch events  2.5M+ Videos Views (top 10 only)  10,897 Twitter  23,647 Facebook Fans 1 © 2011 IBM Corporation
  • 3.
    IBM Watson alook behind the scenes System Specifications IBM Technology Depth 2880 Processing Cores Content Analytics 90 IBM P750 Servers Business Analytics 16 Terabytes Memory (RAM) – 20TB Disk Big Data 80 Teraflops Computing Power Workload Optimized Databases / Systems Data Warehouses In the past 5 years IBM has spent over $14B in acquisitions and $6B in R&D annually 2 © 2011 IBM Corporation
  • 4.
    Agenda What is IBM Watson and why is it important? How is IBM putting Watson to work? What can we expect in the future? 3 © 2011 IBM Corporation
  • 5.
    The World isGetting Smarter + + = Instrumented Interconnected Intelligent An opportunity to think and act in new ways— economically, socially and technically. 44 © 2011 IBM Corporation
  • 6.
    Unstructured data isproliferating. . . … 249B e-mails (2.8M/sec) and 200M Tweets daily … 35 hours video uploaded to YouTube per minute In 2005 there were 1.3 billion RFID tags in circulation… … by 2010 there will be 33 billion. An estimated 2 billion people will be on the Web by 2011 ... … and a trillion connected objects – cars, appliances, cameras, roadways, pipelines 5 © 2011 IBM Corporation
  • 7.
    Businesses on aSmarter Planet are “dying of thirst in an ocean of data” 90% of the 80% of the Traditional world’s data was world’s data technology solutions created in the today is only leverage 20% of last two years unstructured the available information 1 in 2 83% 5.4X Business leaders don’t of CIO’s cited BI and more likely that top have access to data analytics as part of their performers use they need visionary plan Business analytics 6 © 2011 IBM Corporation Source: GigaOM, Software Group, IBM Institute for Business Value
  • 8.
    Today’s business challengesare causing organizations to rethink what it will take to get ahead tomorrow Emerging IT  Structured & unstructured (global) Traditional IT  Probabilistic Applications  Discovery Oriented  Structured data (local)  Small and Big Data  Deterministic Applications  Natural Language  Search Oriented  Small Data  Machine Language 7 © 2011 IBM Corporation
  • 9.
    Healthcare Industry isbeset with some of the most complex information challenges we collectively face Medical information is doubling every 5 years, much of which is unstructured 81% of physicians report spending 5 hours or less per month reading medical journals “Medicine has become too complex (and only) about 20 percent of the knowledge clinicians use today is evidence-based.” Steven Shapiro, Chief Medical and Scientific Officer, UPMC 8 © 2011 IBM Corporation
  • 10.
    Why is itso hard for computers to understand humans Structured Data Unstructured Data Physicist Birth Place “One day, from among his city Where was A. Einstein Ulm views of Ulm, Otto chose a water color to send to Albert Einstein N. Bohr Copenhagen Einstein as a remembrance of born? M. Curie Warsaw Einstein´s birthplace” Source: Excel File, Database, etc. Source: http://www.schaeffenacker-ulm.de/en/otto.html Person Organization L. Gerstner IBM “If leadership is an art then surely Jack Welch has proved Welch ran J. Welch GE himself a master painter during this? W. Gates Microsoft his tenure at GE” Source: Jack Welch and the GE Way, Robert Slater Source: Excel File, Database, etc. Source: IBM Research 9 © 2011 IBM Corporation
  • 11.
    A Brief Historyof IBM Watson IBM Research Jeopardy! Watson Watson Project Grand for Industry Challenge Healthcare Solutions (2006) (Feb 2011) (Aug 2011) (2012) Cross-industry Scale up Commercialization New class of industry Demonstration specific business analytics solutions that R&D leverage Big Data 10 © 2011 IBM Corporation
  • 12.
    IBM Watson bringstogether a set of transformational technologies to drive optimized outcomes Generates and Understands evaluates natural hypothesis for language better outcomes and human Renal Failure speech UTI Diabetes Adapts and Learns from user selections and responses …built on a massively parallel probabilistic evidence-based architecture 11 © 2011 IBM Corporation
  • 13.
    IBM Smarter Healthcare A smarter health system improves visibility and collaboration across all health system participants making best use of resources to prevent and treat diseases, reduce overall healthcare costs, and keep people healthy. + + Instrumented Interconnected Intelligent Capture accurate, Enable seamless Use advanced real-time information analytics to improve information from sharing across research, diagnosis devices & systems groups and treatment 12 © 2011 IBM Corporation
  • 14.
    Why is WatsonTechnology ideal for healthcare? What condition has red eye, pain, inflammation, Understands natural language questions  blurred vision, floating spots and sensitivity to light? Analyzes large volumes of Physician Notes, Medical Journals, Clinical Trials, unstructured data  Pathology Results, Blogs, Wikipedia Generates and evaluates hypothesis  Possible Diagnosis Uveitis Confidence 91% Iritis 48% Keratitis 29% Presents responses with confidence  Supports iterative Family History, Patient Interview, Physical Exam, dialogue to refine results  Current Medications Learns from results over time  What actions were taken? What treatments were prescribed? What was the outcome? 13 © 2011 IBM Corporation
  • 15.
    IBM and WellPointare working together to put Watson to work in healthcare Leverage medical records TO diagnose and identify + = treatment options TO IBM Watson enhance the quality of medical care delivered WellPoint IBM Watson Serving 1 in 9 insured Americans "Imagine having the ability within three seconds to look through all of that (medical) information….at the moment you're caring for that patient." Dr. Sam Nussbaum, WellPoint's Chief Medical Officer, WellPoint 14 © 2011 IBM Corporation
  • 16.
    From battling humansat Jeopardy! to transforming business IBM Watson Healthcare Financial Services Diagnostic/Treatment Assistance, Investment and retirement planning, Evidenced-Based Insights, Collaborative institutional trading and decision Medicine support. Tech Support Government Contact center support and services. Public Safety, Improved Information Enterprise knowledge management. Sharing, Security, Fraud and Abuse Consumer marketing. Prevention IBM Watson has the capabilities to address business and societal challenges 15 © 2011 IBM Corporation
  • 17.
    Learn more at: www.ibmwatson.com. www.facebook.com/ibmwatson. www.twitter.com/ibmwatson (Tweet #ibmwatson ) www.youtube.com/ibm See Watson in action at an IBM Lab, Briefing Center or Analytics Solution Center 16 © 2011 IBM Corporation
  • 18.
    17 © 2011 IBM Corporation