BI:
know what you don’t know
Why is there a continuing rise in company priorities afforded to
BI? While not the latest in the long list business
acronyms, BI is certainly attracting a lot of attention of late. And
with an established history and a buzz concerning its future, it’s
continuing to rise in company priorities.
Business intelligence (BI) involves the provision of management
information and is designed to improve decision-making within a
company. According to a Gartner survey in 2004, for the first time
BI made the list of top 10 CIO priorities. So BI is increasingly
becoming recognised as a business necessity, but why now?
Business conditions in a constant state of flux; sales patterns
change from place to place and from time to time; suppliers change
their delivery schedules and their prices; customers become more
educated and therefore more demanding; balancing on this shifting
terrain, business managers are expected to deliver steady earnings
growth – these are all factors Dave Kloc, Country Manager for BI
appliance provider Netezza, identifies as increasing the need for
BI.
“Somehow, they must smooth out the bumps and anticipate the
changes,” he continues. “Combine all this with the fact that
organisations are collecting exponentially growing data that they
need to analyse and understand in order to keep pace, or ahead, of
super-heated competition.”
Dan Sapir, Vice President of Worldwide Marketing at enterprise
data integration firm Attunity, tends to agree: “The need to access
and analyse data is a most fundamental business requirement.” But
the interesting point he raises is that: “Today’s BI is yesterday’s
report generators and decision support systems”.
Don’t I know you from somewhere?
Is BI therefore just rebranding for age-old objectives? Chart
Chai Chayavirabood, Associate Director for web services consultants
Avanade Asia, believes there is a certain element of truth in this.
“The need for BI has been around for a long time – as long as people
have been pondering how to make the best use of limited resources in
the face of unlimited demand,” he says.
This is a point picked up on by Dan Vesset, Research Director,
Analytics and Data Warehousing, IDC. He points out reporting
languages were available way back in the late 1960s. We then jump to
the mid-to-late 1980s, which saw the entry of several new companies
into the BI market with client server technology. But it wasn’t
until the late 1990s that web-based architectures for these BI tools
started to emerge.
Now in the 2000’s, an overwhelming advance in technological
capability means the basic processes of BI are more efficient and
less time consuming – software technologies such as web services,
change data capture (CDC) and data federation (enterprise
information integration, or EII) etc. And this is exactly the crux
of what has taken BI to the next level.
Today’s BI
What, then is “today’s BI”? Typical applications include:
• Specialised – balanced scorecards, corporate performance
management systems • Analytical s – e.g. executive information
systems (EIS), online analytical applications (OLAP), data mining,
etc • Enterprise reporting
All of these rely heavily on data warehousing, a technique where
data is extracted from diverse business systems, transformed into a
common and consistent format and loaded into a single repository
(i.e. the data warehouse), which is usually a database. Business
end-users can then use business intelligence applications to access
the data warehouse.
Its diversity puts BI hand in hand with systems such as ERP and
CRM, which saw prolific implementation throughout the 1990s. “While
operational systems such as ERP allow organisations to achieve
operational efficiency by optimising processes, BI solutions provide
analytical capabilities to end-users to highlight and investigate
areas of concern, and (to a certain degree) suggest answers,” says
Chart Chai. “In this way, the two compliment each other. Operational
systems allow you to do things faster, the BI solutions help you to
think faster. Combining the two allows users to do, think and
consequently act faster.”
Peter Barnes, Director Solutions Marketing at ERP vendor SSA
Global, agrees: “ERP was widely adopted in the 1980s and 1990s. Many
organisations now have mature ERP installations that hold a large
amount of data. BI involves unravelling this data, generating
greater value from an existing ERP system and improving overall
organisational performance, so better, more informed decisions can
be made quicker.”
The benefits
In other words, BI makes enterprise data actionable and uncovers
trends and patterns that might otherwise go undetected. Managing a
business on intuition, educated guesses or averages isn’t good
enough anymore. To be successful, a company needs a foundation of
accurate, current and complete information.
“The importance of thorough and accurate BI cuts across all
vertical industries and applies to any organisation capturing
volumes of data that needs to be analysed in order to make
business-critical decisions,” says Kloc. “Retailers are using BI to
analyse their loyalty programmes to manage inventory, cross-sell and
up-sell. Telecommunications carriers use BI to identify and mitigate
fraud, or determine which of their customers are at risk for churn.
A delivery service might predict which vehicles are most likely to
break down and where. A bank might use BI to identify customers who,
based on their recent activity, are likely to transfer their account
to another institution etc.”
And it seems everyone in an organisation stands to benefit from
BI, including busy mid/senior management users who can effectively
monitor the pulse of their organisation by monitoring key
performance indicators. For instance, business analysts can use BI
to analyse trends, spot irregularities and institute pre-emptive
measures before it is too late, and operational users can use BI to
access good, clean and accurate data to monitor operational
matters.
“BI provides a helicopter view, allowing an organisation to view
their performance from the top down, drilling into the unique data
an organisation requires,” asserts Peter Barnes, Director of
Solutions Marketing at ERP vendor SSA Global. “For example, an
organisation could look at last year’s revenue and drill in to
exactly what was sold, where in the world it was sold, when, and
why. It also allows trend extrapolation, allowing any business to
identify the longer-term trends within the marketplace. If a company
appreciates and understands the market trend, they can extrapolate
into the future. The information can then be provided in different
formats, such as an interactive dashboard or OLAP (on-line analytic
processing).”
Best solution
With BI seeming to be an all round necessity, it just leaves one
last point to raise – perhaps the US$64 million dollar question:
what should a customer be looking for in BI and is there a perfect
solution out there? And the answer, resoundingly, is no! Each
customer is unique so, therefore, it would be foolish to take a
one-size-fits all approach.
“There are no ‘perfect’ solutions from any one vendor. The
end-user must be mindful of the different needs of their end-users
,” Vesset admits. “Executives might want dashboards, analysts may
need OLAP or data mining, other information consumers may need
static online reports or limited interactivity and so on.
Organisations deploying business analytics should consider the
decision-making processes supported by the software rather than
implementing standalone tools.”
Instead, Kloc provides some practical advice as to what a
customer should be looking for. “An organisation needs a data
warehouse system specifically designed to handle complex BI
analyses. The ideal system combines massively parallel hardware,
software and storage, and is directly focused on providing optimal
response times and scalability at the multi-terabyte level,” he
says. “The ideal BI platform eliminates yesterday’s patchwork of
hardware, software and storage, and enables optimised access to
information. As business and technical demands continue to grow and
change, this BI platform should be designed to scale with data size,
scope and performance needs, delivering significant performance
increases over existing patchworks. And it does all this at an
affordable and predictable price.”
The future
There is, of course, still room for improvement (or perhaps
development), and the increasing realisation of the potential
importance of BI brings with it an expectant future where the
“possibilities are limitless.” In the short-term, however, Vesset
believes BI will provide more data visualisation, more predictive
analytics based on data mining and statistical analysis, as well as
tighter integration of BI tools with transaction processing software
and support for more scalability.
Barnes contends that the next steps are already taking place now
through CPM (corporate performance management). “BI is concerned
with the analysis of performance to support better decision making.
CPM is about closing the gap between strategy and execution. It goes
beyond BI to involve the planning and budgeting cycles. Corporate
objectives can be broken down and into specific departmental or role
specific targets and then disseminated throughout the organisation,”
he adds. “For example, once the company has agreed its corporate
objectives, it can then distribute these to the appropriate
countries, departments, teams etc. This ensures each team is
accountable for a specific target that supports the overall
corporate objectives.
“CPM also allows an organisation to measure its actual
performance against its planned performance. Where BI gave only half
of the picture, CPM now provides the bigger picture, allowing an
organisation to look forward to where they are going, and how they
get there.”
Long-term, the convergence of BI and business systems will allow
users to perform real-time analysis and react much, much faster to
anticipate changes in consumer behaviour. “The internet is evolving
and will continue to change the way we work, rest and play,” states
Chart Chai. “This opens up opportunities for BI to be used in ways
that we cannot even begin to fathom. We are in for an exciting
ride!”
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