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BigData
Team Privacy: Nan, Jim, Sundaresan
Business Canvas (v1)


  Privacy      Creating                                  educational
 advocacy     awareness           Perception of
                                   enhanced                            Smart phone
  groups                                                    trust
             Building trust         privacy                            users uneasy
                                                                       about privacy




                              Consumers Don’t
                                Care About
             Technology
                              Location Privacy
                                                         Own website




Developing                                   App revenue (or free?)
  costs
 Marketing
  costs
Business Canvas After Restart


                    Customer
                    Acquisition                                   High Touch          Current
Accounting                                 Remove
  Firms                                Integration Cost
                                                                  Customer
                                                                   Service            Auditing/Forensi
                    System
                  Development                                                          c Accounting
                                                                                        Firms/Orgs
                                          Improve
                                         Scalability

                                                                                      Future
                                        Real-Time
                                        Analytics                                     Hospitals/Public
                                                                 Direct Sales             Health
                   Technology                                                          Organizations
                                        Interaction
                                         Flexibility
                                                                                        Government
                                                                                         Agencies




  System                          Customer
                Customer
Development                        Service                Subscription/Service/Training Fee
              Acquisition Cost
   Cost                             Cost
Business Canvas (v5)
Technology




                                        0845644, 0915834


                                        61/445,272 (web data)
                                        61/423,939 (local storage)




  Websites   File Systems   Databases    Web Dataset
20 Interviews

                •   Intelligence Community (7)
                     –   CIA, NSA, In-Q-Tel (3), TRS, SAIC (System Integrators)
                     –   Overwhelmingly positive responses.
                     –   Learning: Customer relationship, distribution channel, purchase
                         decision workflow, partnership.
                •   Hedge Fund Manager / IB / Financial Analysts (5)
                     –   Citigroup, VentureCount, ManagementCV, a former hedge fund
                         manager, an investment management firm
                     –   Mixed responses: hedge funder managers / IB / traders
                         positive, long-term investment analyst not so much.
                •   Financial Auditing / Investigation (4)
                     –   Deloitte, KPMG, Stanford, AARM
                     –   Learning: hands-on experience with current solutions, pain
                         point, purchasing decision workflow
                •   Government Regulators (2)
                     –   SEC, FTC
                     –   Negative – strong “not invented here” syndrome
                •   Medical Data Analysts (2)
                     –   GWU & NaviNet
                     –   Negative – only interested in precise data
Overall Learning

                   •   Earlyvangelists
                        –   Hedge fund managers / IB / Traders
                        –   Intelligence analysts
                        –   Common characteristics: risk takers, fight for
                            proprietary real-time information [2 In-Q-Tel interviews]
                        –   Danger: avoid becoming a service / consulting
                            company
                   •   Mainstream customers
                        –   Competitive intelligence: Fortune 500 companies
                        –   Financial auditing, long-term investment analysts, etc.
                        –   Real-time monitoring, litigation avoidance
                   •   Non-customers
                        –   Forensics investigators
                        –   Medical data analysts
                        –   Both require precise aggregates (admissible evidence
                            for forensics)
                        –   Fractured market
IB, Hedge         Auditing /
Intelligence        Fund            Monitoring




Generic Platform for Unstructured Data Analytics
Intelligence Community

              •   Main value propositions
                   –   Real-time analytics / alerts: “Need-to-have”
                   –   Non-interference with their existing systems
                       (Hadoop, MapReduce) [In-Q-Tel, TRS & SAIC interviews]
                   –   Interoperability with their existing systems [CIA]
                   –   Easy-to-use
                   –   Cost not really an issue


              •   Customer relationship: demand high-touch customer
                  service
                   –   Most existing firms are service-oriented companies
                   –   Palantir an example to solve the problem


              •   Plan: partner with system integration companies –
                  e.g., SAIC
                   –   Interest from SAIC
                   –   Palantir did this (with mixed success)
Hedge Fund Manager / Investment Bank

               •   Main value propositions
                    –   Real-time analytics / alerts
                    –   Interoperability with existing systems – e.g., FactSet
                    –   Easy-to-use
                    –   Cost less of an issue
               •   Customer relationship: demand highly polished end
                   product
               •   Plan: direct sales

Financial Auditing / Monitoring
               •   Main value propositions
                    –   Real-time analytics – currently wait for one day
                    –   Lower cost
                    –   No “paper trail” left behind
               •   Plan: direct sales
Purchase Decision: Common for IC, IB & Auditing Firms




                                              Corporate IT
                                              Department /
                                              CIO office




     Analyst/
     Manager/
     Partner
Market Size

              •   Global financial data market: $16 billion / year [Inside
                  Market Data]
                   –   Bloomberg: revenue $6.9 billion / year
                   –   Thomson Reuters: revenue $14 billion total / year, about $6 billion
                       / year for financial data
                   –   Smaller players for the other 1/3 market
                   –   e.g., FactSet $641 million / year


              •   Global analytics / BI software market: $10 billion / year
                  [Gartner]
                   –   SAS: $1.4 billion / year


              •   Intelligence Community
                   –   SAIC: $10 billion / year, TIBCO: ~$700 million/year
                   –   Palantir: $100 million / year, but doubling every year
Price

        •   Bloomberg Terminal
             –   $18,000 / year / terminal
        •   FactSet
             –   $50,000 / subscription, + $6,000 additional user
        •   Palantir
             –   $225,000 initial cost + $45,000/year for support and maintenance



        •   Served Available Market at the beginning:
             –   $50,000 / year * 12,000 hedge funds = $600 million / year
             –   $100,000 / system * 12,000 hedge funds = $1.2 billion
Business Canvas (v5)

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Privacy lecture 8 resources

  • 1. BigData Team Privacy: Nan, Jim, Sundaresan
  • 2. Business Canvas (v1) Privacy Creating educational advocacy awareness Perception of enhanced Smart phone groups trust Building trust privacy users uneasy about privacy Consumers Don’t Care About Technology Location Privacy Own website Developing App revenue (or free?) costs Marketing costs
  • 3. Business Canvas After Restart Customer Acquisition High Touch Current Accounting Remove Firms Integration Cost Customer Service Auditing/Forensi System Development c Accounting Firms/Orgs Improve Scalability Future Real-Time Analytics Hospitals/Public Direct Sales Health Technology Organizations Interaction Flexibility Government Agencies System Customer Customer Development Service Subscription/Service/Training Fee Acquisition Cost Cost Cost
  • 5. Technology 0845644, 0915834 61/445,272 (web data) 61/423,939 (local storage) Websites File Systems Databases Web Dataset
  • 6. 20 Interviews • Intelligence Community (7) – CIA, NSA, In-Q-Tel (3), TRS, SAIC (System Integrators) – Overwhelmingly positive responses. – Learning: Customer relationship, distribution channel, purchase decision workflow, partnership. • Hedge Fund Manager / IB / Financial Analysts (5) – Citigroup, VentureCount, ManagementCV, a former hedge fund manager, an investment management firm – Mixed responses: hedge funder managers / IB / traders positive, long-term investment analyst not so much. • Financial Auditing / Investigation (4) – Deloitte, KPMG, Stanford, AARM – Learning: hands-on experience with current solutions, pain point, purchasing decision workflow • Government Regulators (2) – SEC, FTC – Negative – strong “not invented here” syndrome • Medical Data Analysts (2) – GWU & NaviNet – Negative – only interested in precise data
  • 7. Overall Learning • Earlyvangelists – Hedge fund managers / IB / Traders – Intelligence analysts – Common characteristics: risk takers, fight for proprietary real-time information [2 In-Q-Tel interviews] – Danger: avoid becoming a service / consulting company • Mainstream customers – Competitive intelligence: Fortune 500 companies – Financial auditing, long-term investment analysts, etc. – Real-time monitoring, litigation avoidance • Non-customers – Forensics investigators – Medical data analysts – Both require precise aggregates (admissible evidence for forensics) – Fractured market
  • 8. IB, Hedge Auditing / Intelligence Fund Monitoring Generic Platform for Unstructured Data Analytics
  • 9. Intelligence Community • Main value propositions – Real-time analytics / alerts: “Need-to-have” – Non-interference with their existing systems (Hadoop, MapReduce) [In-Q-Tel, TRS & SAIC interviews] – Interoperability with their existing systems [CIA] – Easy-to-use – Cost not really an issue • Customer relationship: demand high-touch customer service – Most existing firms are service-oriented companies – Palantir an example to solve the problem • Plan: partner with system integration companies – e.g., SAIC – Interest from SAIC – Palantir did this (with mixed success)
  • 10. Hedge Fund Manager / Investment Bank • Main value propositions – Real-time analytics / alerts – Interoperability with existing systems – e.g., FactSet – Easy-to-use – Cost less of an issue • Customer relationship: demand highly polished end product • Plan: direct sales Financial Auditing / Monitoring • Main value propositions – Real-time analytics – currently wait for one day – Lower cost – No “paper trail” left behind • Plan: direct sales
  • 11. Purchase Decision: Common for IC, IB & Auditing Firms Corporate IT Department / CIO office Analyst/ Manager/ Partner
  • 12. Market Size • Global financial data market: $16 billion / year [Inside Market Data] – Bloomberg: revenue $6.9 billion / year – Thomson Reuters: revenue $14 billion total / year, about $6 billion / year for financial data – Smaller players for the other 1/3 market – e.g., FactSet $641 million / year • Global analytics / BI software market: $10 billion / year [Gartner] – SAS: $1.4 billion / year • Intelligence Community – SAIC: $10 billion / year, TIBCO: ~$700 million/year – Palantir: $100 million / year, but doubling every year
  • 13. Price • Bloomberg Terminal – $18,000 / year / terminal • FactSet – $50,000 / subscription, + $6,000 additional user • Palantir – $225,000 initial cost + $45,000/year for support and maintenance • Served Available Market at the beginning: – $50,000 / year * 12,000 hedge funds = $600 million / year – $100,000 / system * 12,000 hedge funds = $1.2 billion