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BUILDING AN
ARTIFICIAL
INTELLIGENCE
STARTUP
A NEW PLAYBOOK ?
Yuval Baharav
State of Mind Ventures
“TRADITIONAL” VALUE CREATION
ARTIFICIAL
INTELLIGENCE IS
HERE
artificial intelligence
(also AI)
“The theory and development of computer systems able to
perform tasks normally requiring human intelligence, such as visual
perception, speech recognition, decision-making, and translation
between languages.”
Oxford Dictionary
TOP INVESTMENT AREAS
Semi-conductors Process Automation
Marketing
Technologies
Text Extraction &
Analysis
Predictive Analytics Cyber Security Computer Vision
Robotics Process
Automation
MARKET IMPACT: AI AND THE CLOUD
AI IS PUSHING MARKET CONCETRATION TO RECORD LEVEL
CLOUD PROVIDERS DELIVER CORE TECHNOLOGY TO EVERYONE
COMMODITIZING AI & COMPUTE, IN RETURN FOR DISTRIBUTION &
PRESSURE ON TECH STARTUPS MARKET THROUGH EARY TECH ACQUISITIONS
MONEY MATTERS: HARDER TO COMPETE
10 COMPANIES DRIVE OVER 90% OF AI
STARTUP ACQUISITIONS, MANY IN EARLY
STAGES
SOARING HR COSTS CHALLENGING
FOUNDERS AND INVESTORS
QUANTITY = QUALITY: DEPENDENCY ON
DATA & COMPUTE
MARKETS ARE BEING
“FLATTENNED”
BREAKING SUPPLY CHAING APART BY
BECOMING SW & HW SHOPS
CONTROL OF CONTENT DISTRIBUTION IS
KILLING PUBLISHERS
AQCUIRING THE EMERGING LEADERS IN
THE CONSUMER SPACE
WHAT SHOULD
WE DO?
GO VERTICAL
MEGA-PLAYERS MODEL IS BASED ON GENERALIZATION
VERTICAL OPPORTUNITIES IN MULTIPLE INDUSTRIES
CURRENT VERTICAL LEADER WILL ACQUIRE TO STAY CURRENT
OPPORTUNITY TO CREATE A UNIQUE DATA SET AND MARKET LEAD
GO THE LAST MILE
SOLVE THE PROBLEM, DON’T JUST PROVIDE TECHNOLOGY:
UX, REPORTING, VISUALIZATIONS
DATA PREPARATION
INDUSTRY/USE CASE SPECIFIC KNOWLEDGE & MODELS
LEARNING & ONGOING OPERATIONS SERVICES
NO-SOFTWARE
SW IS A MEAN TO AN END. FOCUS ON
THE END
DELIVER VALUE TO THE CUSTOMER. HIDE
THE REST
ON DEMAND, LOW-TOUCH, FROM THE
CLOUD
TALK TO NEW STAKE-HOLDERS IN THE
CUSTOMER
BUILDING LONG RELATIONSHIPS IN A LOW
COMMITMENT WORLD…
MICRO-SERVICES AND OTHER CLOUD PLATFORMS REDUCE COGS
LOW TOUCH INITIAL CUSTOMER ENGAGEMENT IS NOT BAD
LAND AND EXPAND: START SMALL AND GROW $LTV AND VALUE
ACCESS TO NEW CUSTOMERS: BD, CLOUD CHANNELS
ANALYZE, THEN SELL
TRADITIONAL ISV APPROACH:
BUY => INSTALS => ANALYZE
CUSTOMER DATA
NEW APPROACH?:
ANALYZE => SELL => REPEAT
NEW VALUE CREATION MODEL
X XX
TEAM IP BRANDUNIQUE DATA
SUMMARY OF INSIGHTS
1. UNLESS YOU JUST REINVENTED THE WHEEL, GO
VERTICAL, YOU MUST
2. LEVERAGE NEW TECHNOLOGY FOR FASTER GO-TO-
MARKET USING NEW MODELS
3. SOLVE THE LAST MILE TO THE CUSTOMER’S
BUSINESS NEED
4. BUILD A WORLD-CLASS TEAM WITH UNIQUE DEEP
VERTICAL KNOWLDEGE
Good luck!!

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Building an ai startup v2 april 2018

  • 1. BUILDING AN ARTIFICIAL INTELLIGENCE STARTUP A NEW PLAYBOOK ? Yuval Baharav State of Mind Ventures
  • 4. artificial intelligence (also AI) “The theory and development of computer systems able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.” Oxford Dictionary
  • 5. TOP INVESTMENT AREAS Semi-conductors Process Automation Marketing Technologies Text Extraction & Analysis Predictive Analytics Cyber Security Computer Vision Robotics Process Automation
  • 6.
  • 7. MARKET IMPACT: AI AND THE CLOUD AI IS PUSHING MARKET CONCETRATION TO RECORD LEVEL CLOUD PROVIDERS DELIVER CORE TECHNOLOGY TO EVERYONE COMMODITIZING AI & COMPUTE, IN RETURN FOR DISTRIBUTION & PRESSURE ON TECH STARTUPS MARKET THROUGH EARY TECH ACQUISITIONS
  • 8. MONEY MATTERS: HARDER TO COMPETE 10 COMPANIES DRIVE OVER 90% OF AI STARTUP ACQUISITIONS, MANY IN EARLY STAGES SOARING HR COSTS CHALLENGING FOUNDERS AND INVESTORS QUANTITY = QUALITY: DEPENDENCY ON DATA & COMPUTE
  • 9. MARKETS ARE BEING “FLATTENNED” BREAKING SUPPLY CHAING APART BY BECOMING SW & HW SHOPS CONTROL OF CONTENT DISTRIBUTION IS KILLING PUBLISHERS AQCUIRING THE EMERGING LEADERS IN THE CONSUMER SPACE
  • 11. GO VERTICAL MEGA-PLAYERS MODEL IS BASED ON GENERALIZATION VERTICAL OPPORTUNITIES IN MULTIPLE INDUSTRIES CURRENT VERTICAL LEADER WILL ACQUIRE TO STAY CURRENT OPPORTUNITY TO CREATE A UNIQUE DATA SET AND MARKET LEAD
  • 12. GO THE LAST MILE SOLVE THE PROBLEM, DON’T JUST PROVIDE TECHNOLOGY: UX, REPORTING, VISUALIZATIONS DATA PREPARATION INDUSTRY/USE CASE SPECIFIC KNOWLEDGE & MODELS LEARNING & ONGOING OPERATIONS SERVICES
  • 13. NO-SOFTWARE SW IS A MEAN TO AN END. FOCUS ON THE END DELIVER VALUE TO THE CUSTOMER. HIDE THE REST ON DEMAND, LOW-TOUCH, FROM THE CLOUD TALK TO NEW STAKE-HOLDERS IN THE CUSTOMER
  • 14. BUILDING LONG RELATIONSHIPS IN A LOW COMMITMENT WORLD… MICRO-SERVICES AND OTHER CLOUD PLATFORMS REDUCE COGS LOW TOUCH INITIAL CUSTOMER ENGAGEMENT IS NOT BAD LAND AND EXPAND: START SMALL AND GROW $LTV AND VALUE ACCESS TO NEW CUSTOMERS: BD, CLOUD CHANNELS
  • 15. ANALYZE, THEN SELL TRADITIONAL ISV APPROACH: BUY => INSTALS => ANALYZE CUSTOMER DATA NEW APPROACH?: ANALYZE => SELL => REPEAT
  • 16. NEW VALUE CREATION MODEL X XX TEAM IP BRANDUNIQUE DATA
  • 17. SUMMARY OF INSIGHTS 1. UNLESS YOU JUST REINVENTED THE WHEEL, GO VERTICAL, YOU MUST 2. LEVERAGE NEW TECHNOLOGY FOR FASTER GO-TO- MARKET USING NEW MODELS 3. SOLVE THE LAST MILE TO THE CUSTOMER’S BUSINESS NEED 4. BUILD A WORLD-CLASS TEAM WITH UNIQUE DEEP VERTICAL KNOWLDEGE