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Pentaho Business Analytics Evolves Pedro Alves Pentaho SVP Community & Product Designer, Hitachi Vantara

5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

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Page 1: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

PentahoBusinessAnalyticsEvolvesPedroAlvesPentaho SVPCommunity&ProductDesigner,HitachiVantara

Page 2: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Agenda

• PentahoVision

• HighLevelRoadmap

• PentahoAnalytics– Yesterday

• Today:TheBeginningofaJourney

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PentahoVision

Page 4: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Aproductvisionmustbeacombinationof3elements

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Whatthemarket

wantsWhat

wehave

Whatwewant

Page 6: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Topdownapproach:Striveforsomethingtheusersdesire

Page 7: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Usabilityfirst

Page 8: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Wewon’timprovetheproductusabilityifwethinkabouttechnology

Page 9: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Wehavetothinkdifferently

Page 10: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

SoinsteadofthinkingaboutDatasources,APIs,ETL,Models,Dashboards,Architecture…

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Letsthinkaboutwhattheuserswant

Page 12: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Theywantinformation

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PentahoVision– Makingitsimple

PentahoProprietaryandConfidential

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PentahoProprietaryandConfidential

PentahoVision:Thestoryofaninsight

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PentahoProprietaryandConfidential

DataPreparation

NomoreseparationbetweenDIandAnalytics

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PentahoProprietaryandConfidential

DataPreparation

Analyticsmustbeavailableanywhere

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PentahoProprietaryandConfidential

DataPreparation

Andcollaborationisfundamental

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PentahoProprietaryandConfidential

Collaboration

Thisinsightthencomestolife

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PentahoProprietaryandConfidential

Sharingandconsumption

Alibraryofinsights,Inagoverned,scalableandcollaborativeuniverse

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PentahoProprietaryandConfidential

Differentoutputs

DETSelfExplore

Visualizations

Report

SelfServiceDashboard

CToolsDashboard

Andconsumedanywayneeded

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Howareweexecutingonthisvision?

Page 22: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

High-levelRoadmap

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PentahoProprietaryandConfidential

Message:ASingleFlowwithAnalyticsAnywhere

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Big Data Processing

Data Explorer

Visual Data Prep

Streamlined Modeling

Data Science Extensions

Visual Data Experience

Spark Engine

Adaptive Execution

Streaming

Machine Learning

(Big) Data Processing

Pentaho Scale-Out

Cloud Deployment

Lumada Integrated

Enterprise Platform

FromVisiontoRoadmap

Page 25: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Big Data ProcessingData Explorer

Visual Data Prep

Streamlined Modeling

Data Science Extensions

Visual Data Experience

PentahoProprietaryandConfidential

VisualDataExperience

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PentahoProprietaryandConfidential

Spark Engine

Adaptive Execution

Streaming

Machine Learning

(Big) Data Processing

(Big)DataProcessing

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PentahoProprietaryandConfidential

Pentaho Scale-Out

Cloud Deployment

Lumada Integrated

Enterprise Platform

EnterprisePlatform

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PentahoAnalytics:Yesterday

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AnalyticshavealwaysbeenrelegatedtothePentahoServer

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Onatoolbasedapproach

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Thatwechoseinthefirstplace

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Big Data ProcessingAnalyzer Interactive

ReportingPentaho

Dashboards

PentahoProprietaryandConfidential

CToolsDashboards

PentahoServerAnalyticsTools

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Withdifferentandsometimesoverlappingcapabilities

Page 36: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Big Data Processing

Ad-hoc Pivot View

Visualizations

Inline Modelling

Several functions

Ad-hoc Row Level analysis

Metadata Based

Report generation

Interactive Reporting

Self Service

Template based

Limited set of components

Easy to use

Pentaho Dashboards

PentahoProprietaryandConfidential

Pre-canned Dashboard

Embedded capabilities

Allows the Art of the possible

Not easy to use

CToolsDashboards

Analyzer

PentahoServerAnalyticsTools

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Today:TheBeginningofaJourney

Page 38: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Inordertofixusability,wehadtotakeastepback

Page 39: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Thefirstaskcan’tbe:Whattooldoyouwanttouse?

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AnalyzerisbasedontheMondrianengine

Page 41: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Visualizationsweretiedtoitandnotreusable

Page 42: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

InteractiveReportingisbasedonthePentahoMetadataengine

Page 43: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Bothrequireseparatemodellingexercises

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Anddon’tsharecommonfunctionality

Page 45: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Don’tgetmewrong…

Page 46: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Theyarebothexcellenttoolsfortheusecasestheywerecreatedfor!

Page 47: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Butwepaythepriceformaintainingtwodifferentapplications

Page 48: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Anduserspaythepriceforthelackofcoherency

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Wewanttofixit

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Wewanttofixit.

Andwewill!

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Sowe’reaimingfor2objectives:

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1.Aunifiedandcoherent waytoexploredata

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2.Thatcanbeusedanywhere inthecycle

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InternalProjectCodename:DET

Page 55: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Weenvisionedatoolthatabstractedallthoseconcepts

Page 56: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Andcould,intime,providethefeatureseachexistingtoolprovides

Page 57: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Andbetheplacetoaddnewcapabilities

Page 58: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Suchtoolwouldn’tbebuiltfromscratch…

Page 59: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Instead,wouldleverageexistingtechnology

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Buthidingitfromtheenduser

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Theydon’tcareaboutmodels,engines,anyofthatcrap…

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Now…

Page 63: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Someofyoumaynotknow…

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Butafirstversionofthistoolalreadyexistssince7.0

Page 65: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Ifyouhaven’tseenit,you’relookinginthewrongplace

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It’snothere…

Page 67: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

It’shere

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We’rebuildingsomethingthatallowsuserstoexploreanydata

Page 69: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Nomatterwhereitcomesfrom

Page 70: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Andgivingthemthefreedomtolookatitanywaytheychoosefrom

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Atarowlevel…

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AsaPivottable

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Oranyothervisualization

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Since7.0,we’vebeenworkingonseveralthreads:

Page 78: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Increasedfunctionality

Drilldown

Filters

Actions(Keeponly/Exclude/etc)

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ExtensibilityandcoherencyViz Api 3.0

SupportforAnalyzerandCTools

Page 80: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

PerformanceimprovementsReducingstart-uptime

Optimizingresources

Handlingmoredata

Page 81: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Andgoingforwardwe’llkeepworkingonmanymore

Page 82: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Morefunctionality

Page 83: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Inlinemodelingcapabilities

Page 84: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Profilingcapabilities

Page 85: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Supportforbiggerandmorecomplexdatasets

Butthinkingaboutthisdifferently….

Page 86: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Write-backcapabilities(Wrangling)Thereal PDIthinclientstrategy,awysiwyg ETLlayer

Page 87: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Abilitytopluginyourowndata

Alwaysinagovernedway

Page 88: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Availableeverywhere:PDI,PentahoServer…

Page 89: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Orembeddedinyourownapplication

Page 90: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

PentahoAnalytics:Tomorrow

Page 91: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Goingbacktotheoriginalvision

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Wewanttoremovethefocusfromthetool

Page 93: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Andputthefocusontheinformation

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Theinsightswegetfromthem

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Andleteverythingelsefollow…Visualizations

Selfservice”dashboards”

Printedreports

CustomDashboards

Blendingontheglass

Page 96: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

Allowingustoimplementtheoriginalvision

Page 97: 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ... Pentaho Proprietary and Confidential ... Analyzer is based on the Mondrian engine

PentahoProprietaryandConfidential

DETSelfExplore

Visualizations

Report

SelfServiceDashboard

CToolsDashboard

PentahoAnalytics

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