You\'re Never Too Small for Business Analytics: How Small and Midsize Businesses Can Rev Up Their...
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You’re Never Too Small for Business Analytics: How Small and Midsize Businesses Can Rev Up Their Growth Engines with Data-Driven Insights 2011 EXECUTIVE REPORT
You\'re Never Too Small for Business Analytics: How Small and Midsize Businesses Can Rev Up Their Growth Engines with Data-Driven Insights - IT Business Edge & SAS
Why SMBs Need Business AnalyticsThough data underpins the strategic decisions of every business, many decision makers at SMBs - whether business managers or senior-level executives - struggle to draw meaningful conclusions in a timely manner from the array of data at their fingertips. Worse yet, they base decisions on what\'s happened in the past rather than using business data to prepare for the future.One of the key reasons for this shortsighted approach to business is the over-reliance on spreadsheets, which were not designed for data analysis.Sounds interesting? I\'d like to take a few minutes with you to understand what questions you are currently asking and the challenges you are facing. Please send me an email at [email protected] and I\'ll help you work this one out and achieve your company goals. I\'m looking forward to the chance to work with you very, very soon.Thank you so much for your time.Kind Regards!John-------John Michael BantolinoVenture Software SolutionsMaster Reseller of Tableau Software in SEAMobile: 63 905 363 4580Email: [email protected]: JohnBantolino
Citation preview
1. 2011 EXECUTIVE REPORTYou re Never Too Smallfor Business
Analytics:How Small and Midsize Businesses Can RevUp Their Growth
Engines with Data-DrivenInsights
2. You re Never Too Small for Business Analytics Rev Up Your
Growth Engine with Data-Driven InsightsIntroductionWithin small and
midsize businesses (SMBs) across all industries, C-level executives
andsenior-level managers are trying to make the case for adopting a
business analyticssolution. After all, business analytics is key to
extracting maximum value from data andtaking businesses to new
levels.However, SMBs typically lack the IT resources or analytic
talent needed to aggregatedata from disparate sources and analyze
it for insights valuable for decision making. Inaddition, they
often lack the budget to hire someone with the necessary experience
andskills.Moreover, the analytic solutions available to these
organizations are either too simplisticor too complex. While some
solutions that claim to deliver analytics merely providesimple
query-and-report and OLAP drill-down capabilities, others are
enterprise solutionsdesigned for larger organizations too complex
and not the right fit for SMB users.This paper offers an overview
of business analytics, provides guidance on how to prepareyour SMB
organization for success, and outlines what to seek in an analytics
solution.Why SMBs Need Business AnalyticsThough data underpins the
strategic decisions of every business, many decision makers atSMBs
whether business managers or senior-level executives struggle to
drawmeaningful conclusions in a timely manner from the array of
data at their fingertips.Worse yet, they base decisions on what s
happened in the past rather than using businessdata to prepare for
the future.One of the key reasons for this shortsighted approach to
business is the over-reliance onspreadsheets, which were not
designed for data analysis.While many SMBs recognize the need for
better analytic tools, they continue relying onspreadsheets because
they lack confidence in using tools designed to support
dataanalysis. Moreover, they often can t bring the necessary
analytic talent in-house due tobudgetary constraints.Yet, without
analyzing data to make strategic decisions about the future, SMBs
arerelegating themselves to the lower rungs of the marketplace. In
a rapidly changingbusiness environment characterized by high market
volatility, increasing competition andtight credit, making a poor
or misguided decision can be disastrous and potentially fatal to an
organization s existence. At the very least, it can erode an SMB s
profitability andmarket share over time.Copyright 2011 IT Business
Edge and SAS Corporation. All rights reserved. Page 2
3. SMBs need to make fact-based decisions and in a timely
manner. The key is to takeadvantage of analysis and reporting tools
that empower even those with no analyticalbackground to gain
insights and extract maximum value from organizational data.The
fact is that all organizations regardless of size realize a range
of top- and bottom-line benefits by using business analytics. In
addition to reducing costs through a moretightly controlled
operating environment, increased efficiencies and enhanced
businessprocesses, organizations can use business analytics to
improve the effectiveness of theirsales and marketing activities,
to reduce customer churn and to increase revenues,margins, profits
and cash flow.According to Tom Davenport, co-author of the Harvard
Business Review Key LearningSummary Analytics and the Bottom Line:
How Organizations Build Success, Companiesthat invest heavily in
advanced analytical capabilities outperform the S&P 500
onaverage by 64 percent.What is Business Analytics?Business
analytics comprises three parts: data Business Analytics
Definedmanagement, analytics and reporting for decision Business
analytics enablesmaking. people in an organization to make better
decisions, improve processes and achieve desired Data management is
about making high- outcomes. It brings together the quality data
easily accessible, when and where best of data management, it s
needed. This includes aggregating the data analytic methods and the
to provide a comprehensive view; in other presentation of results.
words, to provide a single version of the truth Tom Davenport,
co-author of to anyone within the organization needing data
Competing on Analytics to make decisions and take action. Analytics
involves applying analytic techniques to data to derive insights.
Analytic techniques come in many varieties, from standard querying
and reporting ( What happened, where and when? ) and statistical
analysis ( Why is this happening? ) to forecasting ( What if these
trends continue? ), predictive modeling ( What will happen next? )
and optimization ( What is the best that can happen? ). That said,
business analytics falls into two main categories: descriptive and
predictive. Descriptive analytics is confined to assessing
historical events or answering questions as they arise, leading to
reactive decisions. Predictive analytics focuses on identifying
likely future outcomes based on current trends, actions and
strategies to make optimal decisions proactively. Because the value
of business analytics increases as organizations move from
hindsight to insight to foresight, SMBs need both descriptive and
predictive analytics to drive their businesses forward.Copyright
2011 IT Business Edge and SAS Corporation. All rights reserved.
Page 3
4. Reporting is the means by which users canDescriptive versus
surface, visualize and share meaningful intelligencePredictive
Analytics from data. It also enables organizations to track
andDescriptive analytics monitor performance and address any
deviationsdescribes the what, from the course early on. Think of
reporting as thespecifically what happened presentation layer of
business analytics, serving anin the past. Predictive important
role in getting executive buy-in for businessanalytics provides
insight analytics. Impactful, easy-to-understand visuals,
graphsinto the so what by and reports can help with faster decision
making andfocusing on the future. action.Today s advanced solutions
bring all these capabilities together in an easy-to-useinterface
that empowers even nontechnical users to gain insights from
data.Gaining Insight and Advantage with Business AnalyticsElevating
company performance and establishing competitive advantage requires
SMBsto leverage advanced analytics. Here are a few real-world
examples of how companieshave moved the needle by using business
analytics.Golfsmith Shoots Well Below Par with Help from SASFirst,
let s look at an SMB that improved its marketing-campaign
effectiveness usinganalytics.Golfsmith is one of the largest golf
specialty retailers in the US, with 75 retail stores anda large Web
and catalog following. The company wanted to improve the response
rate ofmarketing efforts, reduce costs and develop a stronger
relationship with customers.Prior to using SAS, Golfsmith hired a
third party to manage customer databases.However, processes slowed
to a crawl. For instance, it took two to three months toidentify
campaign conversion matches.The company chose SAS Analytics to
better understand its customers across all saleschannels, segment
customers and increase mailing response rates. The results have
beendramatic. Campaign results are now available in near-real time.
Most importantly, thecompany increased direct mail response rates
from 10 to 60 percent, decreased datamerging costs by 50 percent
and shaved 70 percent off the time it takes to preparecampaign
results.With SAS, Golfsmith knows which customers are active or
inactive, motivated by salesor by new offerings. It can then
develop targeted campaigns to meet each segmentsneeds."Every month
we learn from the past month so we can make quick decisions.- Mu
Hu, Director, Customer Relationship Management, GolfsmithCopyright
2011 IT Business Edge and SAS Corporation. All rights reserved.
Page 4
5. Triad Analytic Solutions Helps Insurance Clients Succeed
with SASNext is a case study of a small financial services company
using analytics to improveportfolio management through a better
understanding of risk associated with customers.Triad Analytic
Solutions, an insurance analytics expert, is dedicated to helping
small andmidsize insurance carriers with limited or no dedicated
statistical expertise or datamanagement capabilities.Small to
midsize insurance carriers need their data in a singular, unified
format to be ableto apply advanced analytics, which in turn enables
them to compete in an environmentthat relies heavily on accurate
segmentation. Triad often integrates multiple databases andbuilds
data models to help these carriers get easy access to their data so
they can analyzeit. The challenge is to help these firms price
policies by understanding the impact of allinteractions between
pricing variables rather than just looking at one variable at a
time.With SAS, Triad builds proprietary carrier models that offer
more lift than the genericones sold by other vendors."Some of the
lifetime value retention and premium modeling weve implemented has
seenmonoline auto renewal rate improvements of several points a
result that could easilyyield a seven-figure improvement to a
carriers top line over time."- Chris Hardin, Managing Partner,
Triad Analytic Solutions"In terms of loss ratios and profitability,
we can show our clients how they can improvetheir performance with
better segmentation and pricing . With SAS, we can not onlysegment
risk and build rating plans more accurately, but also show and
quantify for ourclients, using historical data, how they could have
had better profitability."Brian Scott, ACAS, MAAA, Managing
Partner, Triad Analytics SolutionsTwiddy & Company Uses
Analytics to Enhance Employee Productivity and ImproveBusiness
PerformanceFinally, let s review how an SMB used SAS for increased
efficiency and productivity.For more than 33 years, Twiddy &
Company has specialized in managing a portfolio ofexceptional
rental vacation properties on the northern Outer Banks of North
Carolina.Over time, the company captured a lot of cost data via
Excel. It relied on manualprocesses to better understand what was
and wasn t working in terms of its businessstrategy, and where it
needed to focus its efforts. In fact, it took one person a couple
ofdays to pull all data into Excel in order to track expenditures
each month. As a result,Twiddy struggled to manage routine
services; one person needed to fax work orders on adaily basis. It
was also too resource-intensive to manually catch costs that were
faroutside the average charged by a service provider. And the
company sometimes lostrevenues due to human processing errors of
contractor invoices.Copyright 2011 IT Business Edge and SAS
Corporation. All rights reserved. Page 5
6. By deploying SAS Business Analytics, Twiddy can now track
expenditures month-to-month and year-to-year without doing a
massive data pull into Excel. Plus, it is usingSAS to make better
decisions about which vendors to use for what maintenance
projects,based on cost effectiveness, efficiency and quality of
work. The company reduced error-related financial losses by 15
percent and, by automating service scheduling, freed up
onefull-time employee to perform other tasks."This has invented
time for us that we didnt have before its providing real savings
thatwe can measure on the bottom line Employees have bought into
the system and like itbecause they can track and see the impact
theyre having on the business. If we can worksmarter, the company
and our home owners will benefit."Ross Twiddy, Marketing Director,
TwiddyHow to Establish a Solid Foundation for AnalyticsSMBs face a
number of barriers IT resource constraints, limited analytical
talent, tightbudgets and technology gaps. Combined, these
constraints lead to intuitive versus fact-based decisions. To
combat this, your organization should implement analytical
solutionsthat promote fact-based decision making while overcoming
budget and human resourceschallenges. The following steps can help
you establish a strong analytical foundation.Get Executive
Buy-InSuccessful adoption of analytics starts with securing
executive support. That meansgetting senior management s buy-in
from the get-go. If this is a struggle, run a pilot of abusiness
analytics solution and demonstrate the benefits. The goal is to win
over a keydecision maker who can serve as the analytics champion.
For example, The Wine Houseused business analytics to gain a
complete view of its inventory leading it to discover$400,000 in
lost inventory. Use a quick win of this sort to gain the support of
anexecutive champion, who then can pave the path for adoption of
analytical solutionsthroughout your organization.Establish an
Analytics CultureWalk decision makers lacking a statistical
background through a few simple examples toshow them how analytics
translates into business decisions (start with tactical
decisionsand then move to strategic ones). Then tie analytical
outcomes to the strategic issues ofthe business. Letting skeptics
see the effectiveness of using analytics whets their appetitesand
gets other people and departments interested. Over time, this can
help analyticsbecome pervasive throughout your business.Identify
Your Analytical TalentThe fact is that SMBs usually have none to
just a few statisticians and analysts. Moststaff falls in either
the amateurs category those who use spreadsheets and run queries or
in the semi-professionals category of those who can use some basic
statistical toolsand may be able to program in SQL. Only a few SMBs
employ professionals who canwrite their own algorithms.Copyright
2011 IT Business Edge and SAS Corporation. All rights reserved.
Page 6
7. Don t let the fact that you have only limited analytical
pros deter you. Know that theemployees that tend to lead analytical
initiatives aren t necessarily analytical experts, butones who
understand how to pose analytical questions. The key is to pinpoint
that talentin your organization and create processes that enable
employees to promote analytic bestpractices.Tap into the Right
ToolsImplementing the right technology is essential to building and
promoting an analyticalculture in a young, growing organization
remember, a bad experience has longer lastingeffects than a good
one. So, when selecting a business analytics solution, look for
thefollowing capabilities.Robust VisualizationLook for
strongvisualization capabilitiesthat empower businessusers with
even limitedtechnical skills to:interactively explore largeamounts
of data to spotanomalies and hiddentrends; build analyticalmodels
in a point-and-clickenvironment to eliminatethe need for
manualcoding; and share and Figure 1 Strong visualization empowers
business users to spotpresent these results via trends and hidden
relationships in data.easy-to-understand,dynamic graphics.Support
for Advanced AnalyticsSeek a solution that goes beyond simple query
and reporting and OLAP drill-downcapabilities in the name of
analytics. The solution should support a comprehensive set
ofadvanced analytical techniques, including data mining,
forecasting, scenario modelingand optimization, to provide the
level of analytical competence to which largercompetitors have
access.Prebuilt Analytical Models and Associated Task SupportLook
for a solution that offers a choice of prebuilt analytical models
to address commonbusiness issues of varying degrees of complexity.
A solution offering model assessmenttools enables users to evaluate
various models and choose the best for the task at hand,and to
deploy and monitor the models.Copyright 2011 IT Business Edge and
SAS Corporation. All rights reserved. Page 7
8. Suited to a Range of UsersFind a solution that recognizes
the talent constraints facing SMBs and supports basic
orintermediate-level modelers and business users. With the
flexibility to support moreadvanced users, the solution will
satisfy those who like to customize existing models, orwant to
embed their own algorithm into the model flows to address more
complexbusiness issues.Ease of UseYour final shortlist of solutions
should include those that offer data management,analytics and
reporting capabilities via familiar interfaces such as Microsoft
Office. Thisensures that users won t be intimidated by complex,
technical-looking interfaces so theycan fully leverage the solution
s capabilities. When users take advantage of only
partialfunctionality due to a complex, difficult-to-use interface,
the solution is an expensive one no matter what the price. Figure 2
Users can invoke robust data management, analytics and reporting
from within their familiar Microsoft Office interface.Balanced User
Autonomy and IT ControlSMBs should seek a solution that allows
business users to work on their own, but withina well-defined IT
environment. This helps ensure that your already limited IT
resourcesare not pressured to manage metadata, security and data
integrity requirements atmultiple locations.Copyright 2011 IT
Business Edge and SAS Corporation. All rights reserved. Page 8
9. ModularSolution vendors who are in tune with the market What
to Seek in a Businessrecognize that many SMBs can t take advantage
of Analytics Solution Robust visualizationall functionality today.
Look for solutions that allow Support for advancedyour organization
to purchase the functionality orcapability you need the most right
now, while analytics Prebuilt analytical modelsmaking it easy to
purchase additional functionality Suited to a range of usersas your
needs grow. Ease of use Balance of user autonomyFully Integrated
and IT controlSMBs buy what they need, when they need it. In the
Modularprocess, they often end up with a collection of Fully
integrateddisparate tools and solutions that don t interoperate,
Training and technicalresulting in a huge integration and
maintenance supportheadache and time drain for precious IT
resources. Low total cost of ownershipSeek a solution set from a
vendor whose solutionsseamlessly integrate with each other, whether
youpurchase each module individually over time or all at
once.Training and Technical SupportBecause SMBs have limited IT
resources and few analytical experts, they need a solutionthat
includes training and technical support. Look for these resources
to ensure yourbusiness users get quickly up to speed on
functionality and can access additional supportas needed.Low Total
Cost of OwnershipOften, solutions with the lowest per-user costs do
not turn out to be the cheapest.Consider additional costs you may
have to pay that are associated with implementation,integration,
training and technical support. Also consider how the solution
providerdefines users in its pricing.ConclusionUnique insights and
rapid, informed decisions are what can set SMBs apart from
theircompetition and put them on even ground with larger
organizations. The only way toachieve this level of performance and
make fact-based decisions in a timely manner isto take advantage of
business analytics.Fortunately, today s solutions are affordable,
modular and user-friendly, featuringfamiliar, Microsoft Office-like
interfaces. As a result, SMBs like you can now tap intothe power of
business analytics and move your businesses forward with
confidence.Want to rev up your growth engine with data-driven
insights? Check out: SAS solutions for small to midsize business at
sas.com/smb. Eight Levels of Analytics.Copyright 2011 IT Business
Edge and SAS Corporation. All rights reserved. Page 9
10. SASSAS is the leader in business analytics software and
services and the largest independent vendorin the business
intelligence market. SAS helps companies of all sizes improve
performance anddeliver value by making better decisions faster. SAS
has helped organizations across allindustries realize the full
potential of their greatest asset: data. Simply put, SAS allows you
totransform data about customers, performance, financials and more
into information andpredictive insight that lays the groundwork for
solid and coherent decisions. Since 1976 SAS hasbeen giving
customers around the world THE POWER TO KNOW. For more information,
visitwww.sas.com.Stephanie Tilton - AuthorStephanie Tilton is a
content-marketing consultant who helps B2B companies craft content
thatengages prospects and customers, nurtures leads and advances
the buying cycle. She hasproduced hundreds of white papers, case
studies and eBooks for a range of organizations,including some of
the worlds leading technology companies. She contributed to chapter
10 ofContent Rules by Ann Handley and C.C. Chapman, which appears
on the Inc. Business BookBestseller List.IT Business EdgeIT
Business Edge delivers the information, analysis and context
business technology decisionmakers need to maximize returns on IT
investments and align IT initiatives with businessobjectives. As a
technology intelligence agent, IT Business Edge provides content
different fromthat of a traditional IT publisher, news service or
analyst firm. Our editors monitor all thesesources plus many others
for critical IT information that they translate into actionable
advicefor high-level IT and business managers. Subscribers access
our practical content and usefuldecision-making tools through a
rich Web site, targeted e-mail newsletters and varied RSS feeds.All
these outlets feature our business-focused blogs, exclusive
interviews with field experts andindustry insiders, plus our
database of more than 20,000 abstracts summarizing content
from2,500-plus sources. Visit our website at
http://www.itbusinessedge.com.Copyright 2011 IT Business Edge and
SAS Corporation. All rights reserved. Page 10