An article that appeared in the Mint
A new crop of enterprise software start-ups in India is promising to translate mountains of digital data into practical business insights in real time, challenging the dominance of large technology firms, Oracle Corp. and International Business Machines Corp. (IBM), in the big data market.
A new crop of enterprise software start-ups in India is promising to translate mountains of digital data into practical business insights in real time, challenging the dominance of large technology firms, Oracle Corp. and International Business Machines Corp. (IBM), in the big data market.
Backed by some big investors including Blume Ventures,
India Innovation Fund and Lightspeed Venture Partners, Indian big data
start-ups such as DataWeave, Qubole Inc.
and Formcept are helping online retailers price their products
competitively, among other things, by allowing them to quickly sift
through and analyse massive chunks of data generated by social media.
There’s a growing local market for this, and a pool of experienced professionals ready to quit Google Inc., Facebook Inc.
and IBM to start big data firms. The market for big data in India is
anticipated to grow at nearly 38% a year, from $58.4 million in 2011 to
$153.1 million in 2014, according to a study by technology researcher International Data Corp. titled Here comes Big Data: Perspectives from Indian enterprises.
Big data
Big data refers to a collection of data sets or
chunks of information too large and complex to be processed using
traditional software tools. By applying big data solutions, enterprises
are looking to sift through massive amounts of information about users,
analyse usage patterns on a real-time basis, and prepare personalized
campaigns that can potentially increase revenue per user. Apart from
this, firms can make use of big data insights to cut costs and boost
profit.
Intel Corp.
estimates that the world generates 1 petabyte (1,024 terabytes) of data
every 11 seconds, the equivalent of 13 years of high-definition video.
IDC estimated that in 2011 all the data created in the world amounted to
1.6 trillion gigabytes (1.56 billion terabytes). By 2020, 50 billion
devices will be connected to networks and the Internet.
This explosion of data is also driving entrepreneurs to
start businesses focused on different industries, working around
challenges specific to them to build big data solutions.
Bharti Airtel Ltd,
for instance, handles around eight billion calls every day, generating
petabytes of data to be analysed for identifying new revenue
opportunities. And Royal Dutch Shell Plc., according to a McKinsey
report in May, uses advanced seismic monitoring sensors to collect up
to a petabyte of geological data per exploration well that need to be
analysed; it plans to use the sensors on 10,000 wells.
Last month, when private equity firm TA Associates Inc. invested $25 million (around Rs.150 crore today) in Mumbai-based Fractal Analytics Inc.,
which provides advanced analytics to Fortune 500 companies, for a
minority stake, experts said the deal was an acknowledgment of big data
as the next big thing in India’s technology space—a segment, investors,
particularly technology-focused ones, are keenly watching.
“The number of companies is small but the quality is
good. Unlike in the Internet space where one sees lots of companies but a
relatively broad mix of quality,” said Alok Mittal, managing director of Canaan Partners India, a technology-focused venture capital fund.
Investors such as Lightspeed Venture have taken multiple bets on big data, backing firms such as BloomReach Corp. and Qubole.
“We are seeing a lot of innovation from start-ups that
leverage this data to create actionable insights for enterprises or use
this data themselves to disrupt traditional industries like credit risk
assessment,” said Bejul Somaia, managing director, Lightspeed Advisory Services India Pvt. Ltd, the local unit of US-based Lightspeed Venture. “The question becomes how will companies benefit from this.”
Somaia, who is on the lookout for more investment
opportunities in the space, said that in the past two years the number
of enterprise technology-focused opportunities in India has increased.
“It is still early. Are we seeing enough? Not yet. But the trend line is
very positive,” he said.
Start-up opportunities
There are two segments being looked at by
entrepreneurs for starting in big data—building pure technology
infrastructure for managing the information, and analytical software
that help enterprises in specific industries.
“The other problem we face and which has kind of
motivated us is that there is not enough data available about India as
such—and there is not enough data available on the Web. In countries
like Europe and the US, anything and everything is available on the
Web,” said Sanket Patil, head of product strategy of Bangalore-based DataWeave.
The DataWeave founders Karthik Ramesh and Vikranth Ramanolla
trained their attention on the highly competitive and growing
e-commerce market in India and developed a platform that would analyse
huge chunks of data and offer competitive analysis of companies. Their
aim was to “democratize data access” so anybody could have access to
information for a small fee. Their flagship product PriceWeave offers
pricing data and other competitive analysis for e-retailers such as Flipkart and Jabong.
DataWeave, founded in 2011, recently garnered close to Rs.1 crore in funding from Blume Ventures, 5 ideas TLabs and a group of angel investors.
The founders are now working on scaling their data
products beyond India to markets such as Europe and the US through
partnerships with data sellers. Currently, DataWeave is running a pilot
project with a few online retailers outside India.
“We are approaching this as a global play. As the
business model has been validated in India, we are looking to expand
into other markets,” said Patil.
Qubole, founded by former Facebook engineers Ashish Thusoo and Joydeep Sen Sarma,
is based on Apache Hadoop, an open source software framework, and
offers cloud-based Qubole Data Service that focuses on making analytics
accessible to all kinds of enterprises. “Our clients typically tend to
be high-tech firms,” said Sarma, co-founder and head of the Bangalore
and US-based company.
Formcept’s Suresh Srinivasan and Anuj Kumar
offer an analytics software that drastically reduces the time it takes
for companies to collect, organize and store data from various sources,
including social media websites Facebook and Twitter, and handles most of their data infrastructure problems.
The Bangalore firm also offers competitive analysis of
companies in a particular domain. For example, in e-commerce, Formcept’s
software can be used to analyse and highlight the differences between
products sold on Flipkart, Myntra and Jabong.
“Typically, a data scientist or analyst spends 80% of the
time looking at things like data capturing, delivery, visualization,
which we’re taking away with this platform,” said Srinivasan. “What
we’re trying to do is solve the data infrastructure issues, which
includes data capturing, data analytics, data delivery, data
visualization and data management.”
Another Bangalore-based firm Bizosys Technologies Pvt. Ltd’s
HSearch software is a patent search technology. The company is building
new solutions on it and is in talks with a few investors to raise
funds. “We are looking to raise $2 million,” said Sridhar Dhulipala, director-solutions, co-founder, Bizosys.
BloomReach says it generates 94% average annual
incremental revenue for its customers through its BloomSearch product.
“We are tied to a company’s revenues. Unless we make a financial impact,
we don’t make money,” said Vinodh Kumar, head of BloomReach India. The company raised $5 million, $11 million and $25 million in three rounds of funding.
Other promising Indian start-ups with specialized analytics technology are Mitra Biotech Pvt. Ltd and Iken Solutions Pvt. Ltd.
Mitra Biotech’s software offers personalized therapy for
cancer, analysing the effect of multiple drugs on cancer cells and
recommending the best treatment for a patient in shorter than a week.
Iken Solutions, which was founded in 2008 and has so far received about $2 million in funding, counts Bharti Airtel as its biggest customer in the mobile value-added services analytics market.
For Bharti Airtel, India’s biggest telecom firm with more
than 260 million subscribers globally, Iken uses its software to
analyse the huge volume of data generated by the telco’s subscribers and
personalize value-added services such as caller tunes and ringtones for
each user.
Another Bangalore-based big data start-up, Frrole, uses
analytics to sift through massive chunks of news data. The algorithm can
tell a newsworthy Twitter post from a comment or a reply and sorts
about half a billion posts a month based on four different
analyses—metadata, language, semantics and statistics.
Small market
For the founders of Formcept, which was incubated at the
Indian Institute of Management in Ahmedabad, the biggest challenge so
far has been convincing companies in India about the value proposition
of spending on a big data platform, with many small- and medium-sized
businesses still hesitant about embracing and spending on new
technologies.
“India is lacking in that arena where companies are more
open to embracing newer technologies, unlike (in) the US,” said
Srinivasan, who previously worked at IBM.
Qubole’s Sarma, too, said one of the biggest challenges
for start-ups in India is getting access to potential clients. “People
are more risk averse, they stick to other solutions that they are aware
of,” he said.
The key market for home-grown firms, in fact, lies outside the country. According to technology researcher Gartner Inc.,
global spending on big data is expected to drive about $34 billion of
overall information technology (IT) spending in 2013, up from about $28
billion in 2012.
Wal-Mart Stores Inc.,
the world’s biggest retailer, last month acquired Silicon Valley-based
analytics start-up Inkiru to build its e-commerce capabilities by using
their predictive analytics platform, as it looked to compete with Amazon Inc.
For Indian big data start-ups such as DataWeave that focus on
e-commerce it would make sense to target bigger markets such as the US,
say experts.
They don’t think India as a market will support
significant revenue scale for big data companies. “They may be able to
build and test product here, but will ultimately have to target other
markets to achieve scale,” said Somaia of Lightspeed Advisory Services.
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