© 2020 Snowflake Inc. All Rights Reserved
KENT GRAZIANO, CHIEF TECHNICAL EVANGELIST
@kentgraziano
RISE OF THE
DATA CLOUD
© 2020 Snowflake Inc. All Rights Reserved
ONE CONNECTED NETWORK
© 2020 Snowflake Inc. All Rights Reserved
3
ACROSS CLOUDS AND REGIONS
GLOBAL
DATA
MESH
© 2020 Snowflake Inc. All Rights Reserved
UNSOLVED PROBLEMS
6%9%
of executives
always trust data is
“ACCURATE”
of executives
always trust data is
“COMPLETE”
Source: https://sloanreview.mit.edu/sponsors-content/data-analytics-and-ai-how-trust-delivers-
value/
© 2020 Snowflake Inc. All Rights Reserved
MIGRATION TO THE CLOUD
© 2020 Snowflake Inc. All Rights Reserved
THE RISE OF THE DATA CLOUD
DATA
CLOUD
APPLICATION
CLOUD
INFRASTRUCTURE
CLOUD
© 2020 Snowflake Inc. All Rights Reserved
THE SPREAD OF DATA SILOS
© 2020 Snowflake Inc. All Rights Reserved
THE PROBLEM WITH DATA SILOS
© 2020 Snowflake Inc. All Rights Reserved
GOVERNANCE & SECURITY
© 2020 Snowflake Inc. All Rights Reserved
RISING COSTS
© 2020 Snowflake Inc. All Rights Reserved
“A critical goal for most
companies is data diversity—
achieved, in part, through
partnerships..”
-McKinsey Analytics, January 2018
© 2020 Snowflake Inc. All Rights Reserved
DISCOVERING DATA THAT UNLOCKS VALUE
© 2020 Snowflake Inc. All Rights Reserved
ENABLED BY SNOWFLAKE
13
DATA
SOURCES
OLTP DATABASES
ENTERPRISE
APPLICATIONS
THIRD-PARTY
WEB/LOG DATA
IoT
DATA
CONSUMERS
DATA MONETIZATION
OPERATIONAL
REPORTING
AD HOC ANALYSIS
REAL-TIME ANALYTICS
© 2020 Snowflake Inc. All Rights Reserved
© 2020 Snowflake Inc. All Rights Reserved 15
Single live, copy of the data
Secure Data Sharing
No moving, no copying
Live data, no delays
Share personalized, secure views
Governed, revocable access
Globally available, cross-cloud
Differentiators
SECURE DATA SHARING
© 2020 Snowflake Inc. All Rights Reserved
COVID-19 and the first
war of data science”
Starschema brings single
source of truth for COVID-19
incidence data to Snowflake
data exchange”
How policymakers
should use the wealth
of COVID-19 data”
© 2020 Snowflake Inc. All Rights Reserved
USING DATA TO NAVIGATE A CHANGING WORLD
Local
Government &
Municipalities
Retailers Financial
Firms
Solution
Providers
COVID
Alliance
Technology
Companies
Federal
& State
Agencies
Healthcare
Systems & First
Responders
Research
Institutions
© 2020 Snowflake Inc. All Rights Reserved
USING DATA TO NAVIGATE A CHANGING WORLD
Local
Government &
Municipalities
Financial
Firms
Solution
Providers
COVID
Alliance
Technology
Companies
Federal
& State
Agencies
Healthcare
Systems & First
Responders
Research
InstitutionsRetailers
Research
Institutions
© 2020 Snowflake Inc. All Rights Reserved
GAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATT
AATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATT
TTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCC
TTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGA
TGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTG
CCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCC
ATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGAT
GTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAG
CTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAG
TTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGA
GAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGT
GAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATT
AATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATT
TTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCC
TTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGA
TGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTG
CCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCC
ATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGAT
GTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAG
CTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAG
Research
Institutions
Pharmaceutical
Partners
Research
Institutions
Genomics data
Genomics data
DRIVING DATA COLLABORATION IN GENOMICS
© 2020 Snowflake Inc. All Rights Reserved
BUILDING STRONGER SUPPLY AND VALUE CHAINS
Pharmacies
and Hospitals
Suppliers
Pharmaceutical
Manufacturers
Wholesalers
© 2020 Snowflake Inc. All Rights Reserved
IoT data
5G data
Alternative Data Provider
Telematics Company
Alternative Data Provider
Telecommunications Company
BUILDING STRONGER SUPPLY AND VALUE CHAINS
Inventory
data
Pharmaceutical
Partners
© 2020 Snowflake Inc. All Rights Reserved
BUILDING STRONGER SUPPLY AND VALUE CHAINS
Store Operation
& Sales
Manufacturing
Customer
Support
Procurement
Inventory
Management &
Distribution
Fulfillment
© 2020 Snowflake Inc. All Rights Reserved
POS data
Consumer
purchasing data
POS data
POS data
Alternative Data Provider
Consumer Insights Vendor
Retail Partner
Retail Partner
Retail Partner
BUILDING STRONGER SUPPLY AND VALUE CHAINS
© 2020 Snowflake Inc. All Rights Reserved
BUILDING STRONGER SUPPLY AND VALUE CHAINS
Consumer
purchasing data
Alternative Data Provider
Consumer Insights Vendor
Customers
Consumer
profile data
CPG
ManufacturersRetail Partner
© 2020 Snowflake Inc. All Rights Reserved
CREATING AN INFORMATIONAL EDGE
Investment
Banks
Stock ExchangesRegulators
Asset
Managers
Consumer Banks
Curators &
Enrichers
Alternative
Data Providers
Hedge
Funds
Traditional
Data Providers
Alternative Data Provider
Consumer Insights Vendor
© 2020 Snowflake Inc. All Rights Reserved
Customer
profile data
Market
data
Retail data
Fund
data
Retail data
Reference data
Consumer
marketing data
Market data
Strategic
Partners
Stock Exchanges
Data Curators
& Enrichers
CREATING AN INFORMATIONAL EDGE
Alternative Data Provider
Consumer Insights Vendor
Financial Data Providers
FactSet
© 2020 Snowflake Inc. All Rights Reserved
Market
data
Monthly
performance data
Benchmark
data
Pension
Funds
Stock
Exchanges
CREATING AN INFORMATIONAL EDGE
Financial Data Provider
FactSet
© 2020 Snowflake Inc. All Rights Reserved
DATA IS CHANGING THE COMPETITIVE
LANDSCAPE IN ENERGY
Pressure to remain crisis-resilient
and manage resources amid
unpredictable demand
New growth via digital
transformation, new services
and M&A activity
Shifts in consumption and
greater demand flexibility in
the age of COVID-19
© 2020 Snowflake Inc. All Rights Reserved
SOLVING FOR ENDURING CHALLENGES
Optimize dynamic resource
management and consumption
tracking through smart metering
Enhance customer experiences
and personalized service
offerings
Detect supply failures/delays
detection and improve predictive
infrastructure maintenance
Drive smarter demand response
management
© 2020 Snowflake Inc. All Rights Reserved
HARNESS THE POWER OF YOUR NETWORK
Optimize well
production
output
Forecast
COVID-19
economic
impact
Detect and
predict
transmission
& generation
outages
Identify
future
development
opportunities
© 2020 Snowflake Inc. All Rights Reserved
ENABLING AI-POWERED
COMMODITY TRADING
WITH SNOWFLAKE
Challenges
Ingesting data took weeks of planning and effort
Unable to explore high-volume data sets
containing billions of time series events
Unable to support machine learning innovation
About
A global energy company responsible for power
generation, commodity trading, energy sales,
storage, and services in over 40 countries Snowflake enables Uniper to
capture market opportunities by
fully leveraging all of our data
alongside state-of-the-art machine
learning.”
VOLODYMYR SOROKOUMOV
Data Innovation Lead, Uniper
Results with Snowflake
Accurate forecasting to optimize the dispatch of
generation assets and guide the transport, storage,
and wholesale marketing of gas assets
Manage risk and ensure a secure supply of
competitively priced energy amid changing market
Generation of better market forecasts and
scenarios for portfolio management and trading
30% decrease in data platform costs
© 2020 Snowflake Inc. All Rights Reserved
DELIVERING VALUE WITH THE DATA CLOUD
Integrating insights to create new
products, enhance customer
services and optimize operations
Building closer supplier
partnerships for a responsive,
connected supply chain
IMPROVE SUPPLY CHAIN
EFFICIENCY
DEVELOP NEW DATA
PRODUCTS
Empowering agencies, businesses
and residents with live access to
statewide incidence data
ENABLE COVID-19
RESPONSE
© 2020 Snowflake Inc. All Rights Reserved
EXPANDING THE DATA CLOUD
© 2020 Snowflake Inc. All Rights Reserved
EXPANDING THE DATA CLOUD
© 2020 Snowflake Inc. All Rights Reserved
© 2020 Snowflake Inc. All Rights Reserved
© 2020 Snowflake Inc. All Rights Reserved
THANK YOU

Rise of the Data Cloud

  • 1.
    © 2020 SnowflakeInc. All Rights Reserved KENT GRAZIANO, CHIEF TECHNICAL EVANGELIST @kentgraziano RISE OF THE DATA CLOUD
  • 2.
    © 2020 SnowflakeInc. All Rights Reserved ONE CONNECTED NETWORK
  • 3.
    © 2020 SnowflakeInc. All Rights Reserved 3 ACROSS CLOUDS AND REGIONS GLOBAL DATA MESH
  • 4.
    © 2020 SnowflakeInc. All Rights Reserved UNSOLVED PROBLEMS 6%9% of executives always trust data is “ACCURATE” of executives always trust data is “COMPLETE” Source: https://sloanreview.mit.edu/sponsors-content/data-analytics-and-ai-how-trust-delivers- value/
  • 5.
    © 2020 SnowflakeInc. All Rights Reserved MIGRATION TO THE CLOUD
  • 6.
    © 2020 SnowflakeInc. All Rights Reserved THE RISE OF THE DATA CLOUD DATA CLOUD APPLICATION CLOUD INFRASTRUCTURE CLOUD
  • 7.
    © 2020 SnowflakeInc. All Rights Reserved THE SPREAD OF DATA SILOS
  • 8.
    © 2020 SnowflakeInc. All Rights Reserved THE PROBLEM WITH DATA SILOS
  • 9.
    © 2020 SnowflakeInc. All Rights Reserved GOVERNANCE & SECURITY
  • 10.
    © 2020 SnowflakeInc. All Rights Reserved RISING COSTS
  • 11.
    © 2020 SnowflakeInc. All Rights Reserved “A critical goal for most companies is data diversity— achieved, in part, through partnerships..” -McKinsey Analytics, January 2018
  • 12.
    © 2020 SnowflakeInc. All Rights Reserved DISCOVERING DATA THAT UNLOCKS VALUE
  • 13.
    © 2020 SnowflakeInc. All Rights Reserved ENABLED BY SNOWFLAKE 13 DATA SOURCES OLTP DATABASES ENTERPRISE APPLICATIONS THIRD-PARTY WEB/LOG DATA IoT DATA CONSUMERS DATA MONETIZATION OPERATIONAL REPORTING AD HOC ANALYSIS REAL-TIME ANALYTICS
  • 14.
    © 2020 SnowflakeInc. All Rights Reserved
  • 15.
    © 2020 SnowflakeInc. All Rights Reserved 15 Single live, copy of the data Secure Data Sharing No moving, no copying Live data, no delays Share personalized, secure views Governed, revocable access Globally available, cross-cloud Differentiators SECURE DATA SHARING
  • 16.
    © 2020 SnowflakeInc. All Rights Reserved COVID-19 and the first war of data science” Starschema brings single source of truth for COVID-19 incidence data to Snowflake data exchange” How policymakers should use the wealth of COVID-19 data”
  • 17.
    © 2020 SnowflakeInc. All Rights Reserved USING DATA TO NAVIGATE A CHANGING WORLD Local Government & Municipalities Retailers Financial Firms Solution Providers COVID Alliance Technology Companies Federal & State Agencies Healthcare Systems & First Responders Research Institutions
  • 18.
    © 2020 SnowflakeInc. All Rights Reserved USING DATA TO NAVIGATE A CHANGING WORLD Local Government & Municipalities Financial Firms Solution Providers COVID Alliance Technology Companies Federal & State Agencies Healthcare Systems & First Responders Research InstitutionsRetailers Research Institutions
  • 19.
    © 2020 SnowflakeInc. All Rights Reserved GAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATT AATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATT TTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCC TTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGA TGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTG CCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCC ATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGAT GTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAG CTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAG TTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGA GAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGT GAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATT AATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATT TTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCC TTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGA TGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTG CCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCC ATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGAT GTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAGAGTTGTAATTTGTAG CTAATTGAGAGAGTTGTAATTTGTAGAAGGATTAGTTAGATTTTCCCCGGAATTCCTAATTGAGAG Research Institutions Pharmaceutical Partners Research Institutions Genomics data Genomics data DRIVING DATA COLLABORATION IN GENOMICS
  • 20.
    © 2020 SnowflakeInc. All Rights Reserved BUILDING STRONGER SUPPLY AND VALUE CHAINS Pharmacies and Hospitals Suppliers Pharmaceutical Manufacturers Wholesalers
  • 21.
    © 2020 SnowflakeInc. All Rights Reserved IoT data 5G data Alternative Data Provider Telematics Company Alternative Data Provider Telecommunications Company BUILDING STRONGER SUPPLY AND VALUE CHAINS Inventory data Pharmaceutical Partners
  • 22.
    © 2020 SnowflakeInc. All Rights Reserved BUILDING STRONGER SUPPLY AND VALUE CHAINS Store Operation & Sales Manufacturing Customer Support Procurement Inventory Management & Distribution Fulfillment
  • 23.
    © 2020 SnowflakeInc. All Rights Reserved POS data Consumer purchasing data POS data POS data Alternative Data Provider Consumer Insights Vendor Retail Partner Retail Partner Retail Partner BUILDING STRONGER SUPPLY AND VALUE CHAINS
  • 24.
    © 2020 SnowflakeInc. All Rights Reserved BUILDING STRONGER SUPPLY AND VALUE CHAINS Consumer purchasing data Alternative Data Provider Consumer Insights Vendor Customers Consumer profile data CPG ManufacturersRetail Partner
  • 25.
    © 2020 SnowflakeInc. All Rights Reserved CREATING AN INFORMATIONAL EDGE Investment Banks Stock ExchangesRegulators Asset Managers Consumer Banks Curators & Enrichers Alternative Data Providers Hedge Funds Traditional Data Providers Alternative Data Provider Consumer Insights Vendor
  • 26.
    © 2020 SnowflakeInc. All Rights Reserved Customer profile data Market data Retail data Fund data Retail data Reference data Consumer marketing data Market data Strategic Partners Stock Exchanges Data Curators & Enrichers CREATING AN INFORMATIONAL EDGE Alternative Data Provider Consumer Insights Vendor Financial Data Providers FactSet
  • 27.
    © 2020 SnowflakeInc. All Rights Reserved Market data Monthly performance data Benchmark data Pension Funds Stock Exchanges CREATING AN INFORMATIONAL EDGE Financial Data Provider FactSet
  • 28.
    © 2020 SnowflakeInc. All Rights Reserved DATA IS CHANGING THE COMPETITIVE LANDSCAPE IN ENERGY Pressure to remain crisis-resilient and manage resources amid unpredictable demand New growth via digital transformation, new services and M&A activity Shifts in consumption and greater demand flexibility in the age of COVID-19
  • 29.
    © 2020 SnowflakeInc. All Rights Reserved SOLVING FOR ENDURING CHALLENGES Optimize dynamic resource management and consumption tracking through smart metering Enhance customer experiences and personalized service offerings Detect supply failures/delays detection and improve predictive infrastructure maintenance Drive smarter demand response management
  • 30.
    © 2020 SnowflakeInc. All Rights Reserved HARNESS THE POWER OF YOUR NETWORK Optimize well production output Forecast COVID-19 economic impact Detect and predict transmission & generation outages Identify future development opportunities
  • 31.
    © 2020 SnowflakeInc. All Rights Reserved ENABLING AI-POWERED COMMODITY TRADING WITH SNOWFLAKE Challenges Ingesting data took weeks of planning and effort Unable to explore high-volume data sets containing billions of time series events Unable to support machine learning innovation About A global energy company responsible for power generation, commodity trading, energy sales, storage, and services in over 40 countries Snowflake enables Uniper to capture market opportunities by fully leveraging all of our data alongside state-of-the-art machine learning.” VOLODYMYR SOROKOUMOV Data Innovation Lead, Uniper Results with Snowflake Accurate forecasting to optimize the dispatch of generation assets and guide the transport, storage, and wholesale marketing of gas assets Manage risk and ensure a secure supply of competitively priced energy amid changing market Generation of better market forecasts and scenarios for portfolio management and trading 30% decrease in data platform costs
  • 32.
    © 2020 SnowflakeInc. All Rights Reserved DELIVERING VALUE WITH THE DATA CLOUD Integrating insights to create new products, enhance customer services and optimize operations Building closer supplier partnerships for a responsive, connected supply chain IMPROVE SUPPLY CHAIN EFFICIENCY DEVELOP NEW DATA PRODUCTS Empowering agencies, businesses and residents with live access to statewide incidence data ENABLE COVID-19 RESPONSE
  • 33.
    © 2020 SnowflakeInc. All Rights Reserved EXPANDING THE DATA CLOUD
  • 34.
    © 2020 SnowflakeInc. All Rights Reserved EXPANDING THE DATA CLOUD
  • 35.
    © 2020 SnowflakeInc. All Rights Reserved
  • 36.
    © 2020 SnowflakeInc. All Rights Reserved
  • 37.
    © 2020 SnowflakeInc. All Rights Reserved THANK YOU