WELCOME TO THE BI RESTAURANT…
I’M GARY, I’LL BE YOUR WAITER TODAY
WELCOME TO THE BI RESTAURANT…
I’M GARY, I’LL BE YOUR WAITER TODAY
DISCLAIMER
ALL VIEWS ARE MY OWN
BASED ON 25 YEARS EXPERIENCE
VENDORS MAY NOT LIKE WHAT I SAY!
MENTION OF PRODUCTS, TOOLS, SERVICES & COMPANIES SHOULD
NOT BE TREATED AS AN ENDORSEMENT (OR A CRITICISM)
THE ANALOGY ISN’T PERFECT BUT IT’S GOOD ENOUGH
IF YOU’D LIKE A COPY OF THE PRESENTATION THEN GET IN TOUCH
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
DID YOU ENJOY LUNCH TODAY?
WHAT WERE YOUR EXPECTATIONS?
WAS IT WITHIN YOUR BUDGET?
DO YOU HAVE AN EXISTING BI PROGRAMME?
KEY LESSON – GOOD STAKEHOLDER EXPECTATION MANAGEMENT IS
CRITICAL
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
THE ANALOGY – BI IS LIKE A RESTAURANT
THERE ARE DIFFERENT SORTS OF RESTAURANTS
MEETING CUSTOMER EXPECTATIONS IS CRITICAL TO SUCCESS
THE CUSTOMER USES A MENU NOT A RAW INGREDIENTS LIST
YOU NEED GOOD QUALITY INGREDIENTS
YOU HAVE A KITCHEN WHERE THE CHEF BRINGS IT ALL TOGETHER
YOU NEED A GREAT TEAM WHO “KNOW THEIR STUFF” AND HAVE SPECIFIC ROLES
PRESENTATION COUNTS
KEY LESSON – THE OUTPUT IS ONLY AS GOOD AS THE INPUT!
A RESTAURANT
Types of
Restaurant
Expectations
Matter
Menu drives
customer
choice
Ingredient
quality
Counts
Chef &
kitchen
Team
Matters
Presentation
Counts
A BI PROGRAMME ?
Bespoke,
Industry
Standard or
Self-Service
Outcomes
not inputs
Semantic
Layer
Data Quality
DW & Data
Models
Team
Matters
Presentation
Counts
A BI RESTAURANT?
Bespoke,
Industry
Standard or
Self-Service
Outcomes
not inputs
Semantic
Layer
Data Quality
DW & Data
Models
Team
Matters
Presentation
Counts
Types of
Restaurant
Expectations
Matter
Menu drives
customer
choice
Ingredient
quality
Counts
Chef &
kitchen
Team
Matters
Presentation
Counts
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
WHAT SORT OF RESTAURANT ?
THREE MAIN TYPES OF RESTAURANT:
• FINE DINING
• FAST FOOD
• ALL YOU CAN EAT BUFFET
WHAT SORT OF BI?
FOR BI:
BESPOKE
INDUSTRY STANDARD
SELF-SERVICE
• TYPE DETERMINES PHYSICAL IMPLEMENTATION
• DETERMINES RESOURCING AND FUNDING
• HELPS TO SCOPE DESIGN
FINE DINING
COMPLETELY BESPOKE SOLUTION
EXPENSIVE
GOOD REPUTATION
FINE DINING – BI STYLE
COMPLETELY BESPOKE SOLUTION
EXPENSIVE
GOOD REPUTATION
A BI FINE DINING EXPERIENCE…..
• CUSTOM BUILT, FROM THE GROUND UP
• TIME INVESTED IN ANALYSIS, DESIGN,
• DATA PROFILING, DEVELOPMENT & TESTING
FAST FOOD
“GOOD ENOUGH”
LIMITED MENU & CHOICES
TUNED TO SPECIFIC OPTIONS
FAST BI
“GOOD ENOUGH”
LIMITED MENU & CHOICES
TUNED TO SPECIFIC OPTIONS
FAST BI…..
• INDUSTRY-MODEL ADOPTION ALLOWS….
• SPEED OF DELIVERY
• COOKIE CUTTER –
E.G. SUBJECT SPECIFIC DATA MARTS
ALL YOU CAN EAT
CUSTOMER CHOOSES INGREDIENTS
FIXED RANGE OF ITEMS BUT YOU CAN MIX & MATCH
LOW COST BALANCED BY LOW EXPECTATIONS
ALL YOU CAN EAT – SELF SERVE
SELF-SERVICE BI…..
• END-USER EXPOSED TO DATA (VIA SEMANTIC LAYER)
• LIMITED RANGE OF ITEMS TO CHOOSE FROM
• USER NEEDS TO UNDERSTAND WHAT WORKS TOGETHER
• MAY NOT BE PREMIUM QUALITY DATA
…BUT STILL GOOD ENOUGH
WHAT SORT OF RESTAURANT (OR BI)?
DETERMINES STAFFING REQUIREMENTS
INFLUENCES CHOICE OF LOCATION/PHYSICAL IMPLEMENTATION
HELPS TO SCOPE DESIGN & CONSIDER PROVENANCE OF INGREDIENTS
DETERMINES BUDGET
KEY LESSON – DECIDE WHAT YOU’RE GOING TO DO BEFORE YOU SET
OFF!
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
TEAM ROLES
Reception
ChefWaiter
TEAM ROLES
 RECEPTION
• TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN,
SCOPE
• TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION
 WAITER
• WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE
• UNDERSTANDS WHAT GOES TOGETHER
• ENSURES THE EXPERIENCE GOES WELL
 HEAD CHEF
• IDENTIFIES WHAT GOES ON THE MENU
• RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO
THE CUSTOMER
Reception
ChefWaiter
TEAM ROLES
 RECEPTION – BUSINESS ANALYST
• TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN,
SCOPE
• TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION
 WAITER – BUSINESS INTELLIGENCE ANALYST
• WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE
• UNDERSTANDS WHAT GOES TOGETHER
• ENSURES THE EXPERIENCE GOES WELL
 HEAD CHEF – DATA WAREHOUSE ANALYST
• IDENTIFIES WHAT GOES ON THE MENU
• RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO
THE CUSTOMER
Reception
ChefWaiter
TEAM ROLES RECEPTION – BUSINESS ANALYST
• TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN,
SCOPE
• TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION
 WAITER – BUSINESS INTELLIGENCE ANALYST
• WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE
• UNDERSTANDS WHAT GOES TOGETHER
• ENSURES THE EXPERIENCE GOES WELL
 HEAD CHEF – DATA WAREHOUSE ANALYST
• IDENTIFIES WHAT GOES ON THE MENU
• RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO
THE CUSTOMER
KEY LESSON – FOR A GREAT CUSTOMER EXPERIENCE
YOU NEED A GREAT TEAM!
Business
Analyst
DW
Analyst
BI
Analyst
Reception
ChefWaiter
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
TAKING THE ORDER
DO YOU KNOW WHAT YOU WANT BEFORE YOU ARRIVE?
YOUR ORDER IS TAKEN WITH THE AID OF A MENU
A MENU PROVIDES SCOPE AND KITCHEN INGREDIENTS ARE ALIGNED
THE WAITER HELPS YOU THROUGH THE PROCESS AND TAKES ORDER
TO KITCHEN
TAKING THE ORDER – REQUIREMENTS?
 DO YOU KNOW WHAT YOU WANT BEFORE YOU ARRIVE?
 YOUR ORDER IS TAKEN WITH THE AID OF A MENU
 A MENU PROVIDES SCOPE AND KITCHEN INGREDIENTS ARE ALIGNED
 THE WAITER HELPS YOU THROUGH THE PROCESS AND TAKES ORDER TO KITCHEN
BI REQUIREMENTS ELICITATION AND SCOPE…
• DON’T CONFRONT SOMEONE WITH A BLANK SHEET OF PAPER AND ASK WHAT THEY WANT
• GUIDE THE USER THROUGH WHAT’S POSSIBLE & REALISTIC
• DON’T ASK FOR A LIST OF DATA ITEMS OR REPORTS – START WITH OUTCOMES &
OUTPUTS
• ANALYST TRANSLATES WHAT’S WANTED INTO WHAT’S NEEDED
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
RAW INGEDIENTSNEED TO ALIGN PRICE & AVAILABILITY WITH QUALITY
INGREDIENTS MAY BE PERISHABLE – THROW OUT ANYTHING PAST ITS
SELL-BY DATE!
CHECK FOR QUALITY ON ARRIVAL AND WHEN EXPOSED TO CUSTOMER
WHEN SOURCING INGREDIENTS YOU ALREADY KNOW WHAT THE
PLANNED MENU IS – DON’T SHOP ON AN EMPTY STOMACH OR
WITHOUT CLEAR BUSINESS OUTCOMES
POOR QUALITY INGREDIENTS CAN’T BE IMPROVED IN THE KITCHEN
RAW INGEDIENTS – DATA QUALITY
FOR BI, IT’S DATA….
• DEFINITION OF QUALITY IS “GOOD ENOUGH”. POOR QUALITY WILL AFFECT
THE EXPERIENCE. TOO HIGH QUALITY WILL ADD TO COST
• CONSIDER IF DATA IS TEMPORAL AND DETERMINE ARCHIVE STRATEGY
• DATA QUALITY STARTS AT SOURCE AND ENDS AT POINT OF CONSUMPTION –
ADOPT SIPOC
• WORK BACKWARDS – LOOK AT THE END GOAL BEFORE SOURCING DATA
• “DATA CLEANSING & ENRICHMENT” SHOULD BE DONE AT SOURCE WHERE
POSSIBLE
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
A SAMPLE MEAL
MEALS TYPICALLY HAVE A MENU FORMAT THAT RELATES
TO THE TYPE OF RESTAURANT. FOR FINE DINING AND
FAST FOOD IT’S:
•APPETISER – DESIGNED TO STIMULATE THE BODY TO
WANT MORE
•MAIN COURSE – WHAT SATIATES THE APPETITE
•DESSERT – SENSORY EXPERIENCE
A BI PROGRAME
FOR A BI/DW PROGRAMME:
• APPETISER – RETROSPECTIVE – LAGGING INDICATORS - SMALL SCALE, EASY TO
SOURCE DATA, QUICK SPEED TO VALUE
• MAIN COURSE – INTROSPECTIVE/OPERATIONAL – CURRENT INDICATORS - COST
REDUCTION, RISK REDUCTION
• DESSERT – PROSPECTIVE – LEADING INDICATORS - PREDICTIVE ANALYTICS –
REVENUE GENERATION
KEY LESSON – GROWN-UPS TYPICALLY FOLLOW THE ABOVE SEQUENCE FOR A REASON – SAME WITH
BUSINESS…..UNLESS YOU’RE YOUNG!
MENU
DID YOU ENJOY LUNCH TODAY?
THE ANALOGY
WHAT SORT OF RESTAURANT ARE YOU PLANNING?
TEAM ROLES
TAKING THE ORDER – REQUIREMENTS?
RAW INGREDIENTS
A SAMPLE MEAL
HOW TO AVOID INDIGESTION
HAVE A NICE DAY!
HOW TO AVOID INDIGESTIONDON’T RUSH!
• TAKE TIME TO PLAN & START OUT WITH THE END GAME IN MIND
DON’T TAKE TOO LONG – IT GOES COLD!
• “HOW WOULD YOU PLAN A THREE YEAR BI/DW PROJECT?”
DON’T FORCE PEOPLE TO EAT!
• “HOW WOULD YOU GET PEOPLE TO USE THE DATA WAREHOUSE THAT WE’VE SPENT XMILLION ON?”
BEWARE OF DATA DISCOVERY
• NEED TO HAVE WELL DOCUMENTED SYSTEMS FOR IT TO WORK
KEY LESSON – BI ADOPTION NEEDS TO BE AT THE PACE OF THE ORGANISATION – QUICK ENOUGH TO
DELIVER BEFORE THE BUSINESS HAS CHANGED
DATA DISCOVERY – A GROWING TREND?
DATA DISCOVERY - THEORY
Well
documented
Well
documented
DATA DISCOVERY - PRACTICE
Poorly
documented
Poorly
documented
AFTER-EIGHTS…
A FEW NIBBLES:
MASHUPS
DATA VISUALISATION
DATA MINING
PREDICTIVE ANALYTICS
BIG DATA
DATA DISCOVERY
KEY LESSON – THERE’S ALWAYS NEW STUFF……SPEAK TO YOUR SUPPLIERS & ATTEND EVENTS!
THE ANALOGY – BI IS LIKE A RESTAURANT
THERE ARE DIFFERENT SORTS OF RESTAURANTS
MEETING CUSTOMER EXPECTATIONS IS CRITICAL TO SUCCESS
THE CUSTOMER USES A MENU NOT A RAW INGREDIENTS LIST
YOU NEED GOOD QUALITY INGREDIENTS
YOU HAVE A KITCHEN WHERE THE CHEF BRINGS IT ALL TOGETHER
YOU NEED A GREAT TEAM WHO “KNOW THEIR STUFF” AND HAVE SPECIFIC ROLES
PRESENTATION COUNTS
KEY LESSON – THE OUTPUT IS ONLY AS GOOD AS THE INPUT!
HAVE A NICE DAY!
HAS THIS MET YOUR EXPECTATIONS?
WAS EVERYTHING OK?
QUESTIONS ?
KEY LESSON – RUNNING A BI/DW PROGRAMME IS CAN BE GREAT FUN 
oEMAIL: NUTTALL_GARY@HOTMAIL.COM
oTWITTER: @GPN01
oLINKEDIN: HTTP://WWW.LINKEDIN.COM/IN/GARYNUTTALL

BI Restaurant BCS BISSG 2015 - FINAL

  • 2.
    WELCOME TO THEBI RESTAURANT… I’M GARY, I’LL BE YOUR WAITER TODAY
  • 3.
    WELCOME TO THEBI RESTAURANT… I’M GARY, I’LL BE YOUR WAITER TODAY
  • 4.
    DISCLAIMER ALL VIEWS AREMY OWN BASED ON 25 YEARS EXPERIENCE VENDORS MAY NOT LIKE WHAT I SAY! MENTION OF PRODUCTS, TOOLS, SERVICES & COMPANIES SHOULD NOT BE TREATED AS AN ENDORSEMENT (OR A CRITICISM) THE ANALOGY ISN’T PERFECT BUT IT’S GOOD ENOUGH IF YOU’D LIKE A COPY OF THE PRESENTATION THEN GET IN TOUCH
  • 5.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 6.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 7.
    DID YOU ENJOYLUNCH TODAY? WHAT WERE YOUR EXPECTATIONS? WAS IT WITHIN YOUR BUDGET? DO YOU HAVE AN EXISTING BI PROGRAMME? KEY LESSON – GOOD STAKEHOLDER EXPECTATION MANAGEMENT IS CRITICAL
  • 8.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 9.
    THE ANALOGY –BI IS LIKE A RESTAURANT THERE ARE DIFFERENT SORTS OF RESTAURANTS MEETING CUSTOMER EXPECTATIONS IS CRITICAL TO SUCCESS THE CUSTOMER USES A MENU NOT A RAW INGREDIENTS LIST YOU NEED GOOD QUALITY INGREDIENTS YOU HAVE A KITCHEN WHERE THE CHEF BRINGS IT ALL TOGETHER YOU NEED A GREAT TEAM WHO “KNOW THEIR STUFF” AND HAVE SPECIFIC ROLES PRESENTATION COUNTS KEY LESSON – THE OUTPUT IS ONLY AS GOOD AS THE INPUT!
  • 10.
    A RESTAURANT Types of Restaurant Expectations Matter Menudrives customer choice Ingredient quality Counts Chef & kitchen Team Matters Presentation Counts
  • 11.
    A BI PROGRAMME? Bespoke, Industry Standard or Self-Service Outcomes not inputs Semantic Layer Data Quality DW & Data Models Team Matters Presentation Counts
  • 12.
    A BI RESTAURANT? Bespoke, Industry Standardor Self-Service Outcomes not inputs Semantic Layer Data Quality DW & Data Models Team Matters Presentation Counts Types of Restaurant Expectations Matter Menu drives customer choice Ingredient quality Counts Chef & kitchen Team Matters Presentation Counts
  • 13.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 14.
    WHAT SORT OFRESTAURANT ? THREE MAIN TYPES OF RESTAURANT: • FINE DINING • FAST FOOD • ALL YOU CAN EAT BUFFET
  • 15.
    WHAT SORT OFBI? FOR BI: BESPOKE INDUSTRY STANDARD SELF-SERVICE • TYPE DETERMINES PHYSICAL IMPLEMENTATION • DETERMINES RESOURCING AND FUNDING • HELPS TO SCOPE DESIGN
  • 16.
    FINE DINING COMPLETELY BESPOKESOLUTION EXPENSIVE GOOD REPUTATION
  • 17.
    FINE DINING –BI STYLE COMPLETELY BESPOKE SOLUTION EXPENSIVE GOOD REPUTATION A BI FINE DINING EXPERIENCE….. • CUSTOM BUILT, FROM THE GROUND UP • TIME INVESTED IN ANALYSIS, DESIGN, • DATA PROFILING, DEVELOPMENT & TESTING
  • 18.
    FAST FOOD “GOOD ENOUGH” LIMITEDMENU & CHOICES TUNED TO SPECIFIC OPTIONS
  • 19.
    FAST BI “GOOD ENOUGH” LIMITEDMENU & CHOICES TUNED TO SPECIFIC OPTIONS FAST BI….. • INDUSTRY-MODEL ADOPTION ALLOWS…. • SPEED OF DELIVERY • COOKIE CUTTER – E.G. SUBJECT SPECIFIC DATA MARTS
  • 20.
    ALL YOU CANEAT CUSTOMER CHOOSES INGREDIENTS FIXED RANGE OF ITEMS BUT YOU CAN MIX & MATCH LOW COST BALANCED BY LOW EXPECTATIONS
  • 21.
    ALL YOU CANEAT – SELF SERVE SELF-SERVICE BI….. • END-USER EXPOSED TO DATA (VIA SEMANTIC LAYER) • LIMITED RANGE OF ITEMS TO CHOOSE FROM • USER NEEDS TO UNDERSTAND WHAT WORKS TOGETHER • MAY NOT BE PREMIUM QUALITY DATA …BUT STILL GOOD ENOUGH
  • 22.
    WHAT SORT OFRESTAURANT (OR BI)? DETERMINES STAFFING REQUIREMENTS INFLUENCES CHOICE OF LOCATION/PHYSICAL IMPLEMENTATION HELPS TO SCOPE DESIGN & CONSIDER PROVENANCE OF INGREDIENTS DETERMINES BUDGET KEY LESSON – DECIDE WHAT YOU’RE GOING TO DO BEFORE YOU SET OFF!
  • 23.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 24.
  • 25.
    TEAM ROLES  RECEPTION •TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN, SCOPE • TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION  WAITER • WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE • UNDERSTANDS WHAT GOES TOGETHER • ENSURES THE EXPERIENCE GOES WELL  HEAD CHEF • IDENTIFIES WHAT GOES ON THE MENU • RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO THE CUSTOMER Reception ChefWaiter
  • 26.
    TEAM ROLES  RECEPTION– BUSINESS ANALYST • TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN, SCOPE • TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION  WAITER – BUSINESS INTELLIGENCE ANALYST • WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE • UNDERSTANDS WHAT GOES TOGETHER • ENSURES THE EXPERIENCE GOES WELL  HEAD CHEF – DATA WAREHOUSE ANALYST • IDENTIFIES WHAT GOES ON THE MENU • RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO THE CUSTOMER Reception ChefWaiter
  • 27.
    TEAM ROLES RECEPTION– BUSINESS ANALYST • TAKES THE BOOKING – SETS COMMON UNDERSTANDING – WHERE, WHEN, SCOPE • TAKES PAYMENT & ENSURES SERVICE DELIVERED TO SATISFACTION  WAITER – BUSINESS INTELLIGENCE ANALYST • WORKS WITH THE CUSTOMER TO HELP THEM CHOOSE • UNDERSTANDS WHAT GOES TOGETHER • ENSURES THE EXPERIENCE GOES WELL  HEAD CHEF – DATA WAREHOUSE ANALYST • IDENTIFIES WHAT GOES ON THE MENU • RESPONSIBLE FOR QUALITY OF INGREDIENTS AND WHAT IS SERVED TO THE CUSTOMER KEY LESSON – FOR A GREAT CUSTOMER EXPERIENCE YOU NEED A GREAT TEAM! Business Analyst DW Analyst BI Analyst Reception ChefWaiter
  • 28.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 29.
    TAKING THE ORDER DOYOU KNOW WHAT YOU WANT BEFORE YOU ARRIVE? YOUR ORDER IS TAKEN WITH THE AID OF A MENU A MENU PROVIDES SCOPE AND KITCHEN INGREDIENTS ARE ALIGNED THE WAITER HELPS YOU THROUGH THE PROCESS AND TAKES ORDER TO KITCHEN
  • 30.
    TAKING THE ORDER– REQUIREMENTS?  DO YOU KNOW WHAT YOU WANT BEFORE YOU ARRIVE?  YOUR ORDER IS TAKEN WITH THE AID OF A MENU  A MENU PROVIDES SCOPE AND KITCHEN INGREDIENTS ARE ALIGNED  THE WAITER HELPS YOU THROUGH THE PROCESS AND TAKES ORDER TO KITCHEN BI REQUIREMENTS ELICITATION AND SCOPE… • DON’T CONFRONT SOMEONE WITH A BLANK SHEET OF PAPER AND ASK WHAT THEY WANT • GUIDE THE USER THROUGH WHAT’S POSSIBLE & REALISTIC • DON’T ASK FOR A LIST OF DATA ITEMS OR REPORTS – START WITH OUTCOMES & OUTPUTS • ANALYST TRANSLATES WHAT’S WANTED INTO WHAT’S NEEDED
  • 31.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 32.
    RAW INGEDIENTSNEED TOALIGN PRICE & AVAILABILITY WITH QUALITY INGREDIENTS MAY BE PERISHABLE – THROW OUT ANYTHING PAST ITS SELL-BY DATE! CHECK FOR QUALITY ON ARRIVAL AND WHEN EXPOSED TO CUSTOMER WHEN SOURCING INGREDIENTS YOU ALREADY KNOW WHAT THE PLANNED MENU IS – DON’T SHOP ON AN EMPTY STOMACH OR WITHOUT CLEAR BUSINESS OUTCOMES POOR QUALITY INGREDIENTS CAN’T BE IMPROVED IN THE KITCHEN
  • 33.
    RAW INGEDIENTS –DATA QUALITY FOR BI, IT’S DATA…. • DEFINITION OF QUALITY IS “GOOD ENOUGH”. POOR QUALITY WILL AFFECT THE EXPERIENCE. TOO HIGH QUALITY WILL ADD TO COST • CONSIDER IF DATA IS TEMPORAL AND DETERMINE ARCHIVE STRATEGY • DATA QUALITY STARTS AT SOURCE AND ENDS AT POINT OF CONSUMPTION – ADOPT SIPOC • WORK BACKWARDS – LOOK AT THE END GOAL BEFORE SOURCING DATA • “DATA CLEANSING & ENRICHMENT” SHOULD BE DONE AT SOURCE WHERE POSSIBLE
  • 34.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 35.
    A SAMPLE MEAL MEALSTYPICALLY HAVE A MENU FORMAT THAT RELATES TO THE TYPE OF RESTAURANT. FOR FINE DINING AND FAST FOOD IT’S: •APPETISER – DESIGNED TO STIMULATE THE BODY TO WANT MORE •MAIN COURSE – WHAT SATIATES THE APPETITE •DESSERT – SENSORY EXPERIENCE
  • 36.
    A BI PROGRAME FORA BI/DW PROGRAMME: • APPETISER – RETROSPECTIVE – LAGGING INDICATORS - SMALL SCALE, EASY TO SOURCE DATA, QUICK SPEED TO VALUE • MAIN COURSE – INTROSPECTIVE/OPERATIONAL – CURRENT INDICATORS - COST REDUCTION, RISK REDUCTION • DESSERT – PROSPECTIVE – LEADING INDICATORS - PREDICTIVE ANALYTICS – REVENUE GENERATION KEY LESSON – GROWN-UPS TYPICALLY FOLLOW THE ABOVE SEQUENCE FOR A REASON – SAME WITH BUSINESS…..UNLESS YOU’RE YOUNG!
  • 37.
    MENU DID YOU ENJOYLUNCH TODAY? THE ANALOGY WHAT SORT OF RESTAURANT ARE YOU PLANNING? TEAM ROLES TAKING THE ORDER – REQUIREMENTS? RAW INGREDIENTS A SAMPLE MEAL HOW TO AVOID INDIGESTION HAVE A NICE DAY!
  • 38.
    HOW TO AVOIDINDIGESTIONDON’T RUSH! • TAKE TIME TO PLAN & START OUT WITH THE END GAME IN MIND DON’T TAKE TOO LONG – IT GOES COLD! • “HOW WOULD YOU PLAN A THREE YEAR BI/DW PROJECT?” DON’T FORCE PEOPLE TO EAT! • “HOW WOULD YOU GET PEOPLE TO USE THE DATA WAREHOUSE THAT WE’VE SPENT XMILLION ON?” BEWARE OF DATA DISCOVERY • NEED TO HAVE WELL DOCUMENTED SYSTEMS FOR IT TO WORK KEY LESSON – BI ADOPTION NEEDS TO BE AT THE PACE OF THE ORGANISATION – QUICK ENOUGH TO DELIVER BEFORE THE BUSINESS HAS CHANGED
  • 39.
    DATA DISCOVERY –A GROWING TREND?
  • 40.
    DATA DISCOVERY -THEORY Well documented Well documented
  • 41.
    DATA DISCOVERY -PRACTICE Poorly documented Poorly documented
  • 42.
    AFTER-EIGHTS… A FEW NIBBLES: MASHUPS DATAVISUALISATION DATA MINING PREDICTIVE ANALYTICS BIG DATA DATA DISCOVERY KEY LESSON – THERE’S ALWAYS NEW STUFF……SPEAK TO YOUR SUPPLIERS & ATTEND EVENTS!
  • 43.
    THE ANALOGY –BI IS LIKE A RESTAURANT THERE ARE DIFFERENT SORTS OF RESTAURANTS MEETING CUSTOMER EXPECTATIONS IS CRITICAL TO SUCCESS THE CUSTOMER USES A MENU NOT A RAW INGREDIENTS LIST YOU NEED GOOD QUALITY INGREDIENTS YOU HAVE A KITCHEN WHERE THE CHEF BRINGS IT ALL TOGETHER YOU NEED A GREAT TEAM WHO “KNOW THEIR STUFF” AND HAVE SPECIFIC ROLES PRESENTATION COUNTS KEY LESSON – THE OUTPUT IS ONLY AS GOOD AS THE INPUT!
  • 44.
    HAVE A NICEDAY! HAS THIS MET YOUR EXPECTATIONS? WAS EVERYTHING OK? QUESTIONS ? KEY LESSON – RUNNING A BI/DW PROGRAMME IS CAN BE GREAT FUN  oEMAIL: NUTTALL_GARY@HOTMAIL.COM oTWITTER: @GPN01 oLINKEDIN: HTTP://WWW.LINKEDIN.COM/IN/GARYNUTTALL