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Dealing with unstructured data

Dell EMC’s Chief Technology Officers (CTOs) share what the major trends and projects are for unstructured data. Spending a couple of hours with them, you begin to realise it is a beautiful mess.

Since the popular rise of the term ‘Big Data’, companies across all industries and governments all over the world have been working to leverage on the insights which the data can provide. Singapore’s Smart Nation smart lamp post project is exemplary. Using the artificial intelligence backed video and weather analytics, the node is able to generate predictive actionable insights for governance. Likewise, in supply chain, data for blockchain can lower operational costs and boost efficiency.

The CTOs share what are some of the up and coming developments in the technology and the exciting use cases they are working on.

Going Beyond Buzzwords

Not too long ago, data was analysed in a linear fashion. There was a discernible lag between when the data was collected and when the data was churned for insights. These days, explosive volumes of data can be analysed real-time.

The diversity of data collected increases the value of a company. Ben Goodman, Vice President of APJ, Dell EMC, underscored the diversity of data as the biggest opportunity for any organisation; public or private.

From just one set of diverse data, an organisation is able to derive multiple outcomes. The more diverse the data, the higher the company’s valuation. Data is a lucrative digital asset which drives innovation and transformation within organisations.

Secondly, the disruptive economy has kindled a newfound collaborative spirit. Once an industry taboo, the new mindset is one of survival for the entire industry. By sharing of intellectual properties, collaboration can raise overall industry standards. Experts emphasise both the need for cross pollination between organisations and also deeper integration of services within the industry.

On a separate note, cyber threats permeating the internet also underscore the undesirability of isolation. Time over again, many malicious attacks have been deterred thanks to the sharing of industry knowledge.

Furthermore, current developers no longer aimlessly fiddle with the data they have access to. Data’s significance and meaning has been raised. In the past, data scientists might have had no intent behind their work. Goodman suggests that it is like finding a diamond where there be none.

These days, there is a more focused approach to how to use the data. Beginning with the customer or end-user in mind, the big data is channelled to creating IoT infrastructure. Consequently, to help customers have the best experience of IoT, new frontiers in machine learning or deep learning are being explored to plug gaps in the system.

Links between the chain reinforce the impetus for organisations to constantly innovate and be on the forefront of the digital revolution.

Industries which are seeing incredible growth thanks to the big data analytics are life sciences, automotive, financial services, media and entertainment and government.

Trend Setters

Prophesying any new technology might be too bold a move to make. Instead, the CTOs did believe that there would be greater evolution in the existing technologies.

Blockchain in particular will see huge improvements in the way it functions to deliver services. Over the next two years or so, the technology will overcome performance bottlenecks. Anxiously gripping your mobile device wondering if the bitcoin has transacted will be assuaged. The tech community is working to make blockchain faster and smarter in how transactions occur, raising its usability for a whole range of organisations and use cases.

Swat the Opportunities

Despite the massive opportunities for many sectors, some structural problems remain. The biggest hurdle is talent. Secondly, many organisations are still in the dark about how to use the data they have collected in the best and most cost-effective manner.


Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.


As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.


Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit


SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.


HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 


IBM is a leading global hybrid cloud and AI, and consulting services provider, helping clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,800 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently, and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity, and service. For more information, visit