Why Is There a Huge Buzz Today Around Analytics Though the Field Has Been There for Decades?
Price discrimination and downward demand spiral are widely
used analytical concepts/practices in the Airlines and Hospitality industries
respectively, long before the term Big Data
Analytics was even coined. Incidentally, these concepts have been
taught in global elite b-schools for decades. So, how come Analytics, which has
been there in practice for decades experience a meteoric rise suddenly? To
answer this question, we need to get the Big Picture. Given below are key
factors that led to huge buzz around analytics today.
Proliferation of Data
Sources:
Every day we
create 5 quintillion bytes of
data. This comes from digital footprints left on social media platforms, IoT
sensors, wearables, transactions to name a few. Interesting fact is that only 1% of data collected is ever analyzed. To
put into perspective all that innovation and insights driven by analytics are
from analyzing just 1% of the data collected globally.
Change in
Customers’ expectations:
Today
connected customers expect personalized service on-demand based on their
digital journey and personal preferences anytime, anywhere and on any device.
Google’s context-aware search engine results, AI powered personal assistants
from Google and Apple, Amazon’s recommendation engine have all made today’s
unforgiving connected customers to expect the same level of customer experience
from all brands they interact with.
“Race to Zero” by Cloud
Computing giants :
The
cloud computing price war between Amazon’s AWS, Google and Microsoft dubbed
“race to zero” is well known. By late 2016, AWS has already made 52 price reductions and
more price cuts are expected.
Advent of Hadoop – Hadoop:
open source
distributed file system with framework for data analysis and transformation
with high fault tolerance and reliability has broken barriers to entry for
start-ups and significant cost reductions for enterprises like Yahoo Inc.,
whose Hadoop clusters span 40,000 servers.
Every
company is a technology company:
Today every company is a technology company. One
prominent example is how Domino’s is turning more into a digital e-commerce
player from a traditional quick service restaurant through its Domino’s AnyWare As part of the
program Domino’s collects data from 85,000 different customer touchpoints, to
derive insights and drive growth. As a result, Domino’s was able to process
about 55% of its orders online.
Urge to join the ‘Big
Data Analytics’ Bandwagon :
Media
is inundated with Analysts reports with impressive projected and actual CAGR of
Big Data Analytics investment, and reports on how data-driven insights helped
enterprises solve real-life business problems and drive growth. This has pushed
Top Management of many Enterprises to jump the Big Data Analytics bandwagon,
before it’s too late.
Open source distributed platform coupled with massively
discounted storage & compute costs (cloud) have given Start-ups equal
footing with Enterprises in developing and launching innovative products
leveraging Big Data and Analytics, which was possible only by firms with deep
pockets until few years ago. On the other hand, heightened customers’
expectations have led to the digital transformation of Enterprises that target
to replace instincts-driven decisions with insights-driven decisions. Both
trends driven by factors mentioned earlier have led to the explosive growth of Big Data Analytics witnessed today.
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