Augmented Analytics to Play a Vital Role in Converting Big Data to Smart Data
March 11, 2019 | Frost & SullivanEstimated reading time: 2 minutes
Advancements in data processing tools and adoption of next-generation technologies such as augmented analytics to extract insights from Big Data are expected to drive the Smart Data market toward $31.5 billion by 2022. Augmented analytics automates data insights and provides clearer information, which is not possible with traditional analysis tools. Companies such as Datameer, Xcalar, Incorta, and Bottlenose are already focusing on developing end-to-end smart data analytics solutions to obtain valuable insights from Big Data.
"Markets such as the US, the UK, India, and Dubai have rolled out several initiatives to use Artificial Intelligence (AI) and machine learning-powered data analytics tools to generate actionable insights from open data,” said Naga Avinash, Research Analyst, TechVision. "Smart Data will help businesses reduce the risk of data loss and improve a range of activities such as operations, product development, predictive maintenance, customer experience, and innovation."
Frost & Sullivan’s recent analysis, Turning Big Data to Smart Data: Emerging Opportunities, highlights key market developments, technologies used to convert big data to smart data, government programs, and the companies applying data analytics. It also presents use cases and analyst viewpoints on smart data.
"The evolution of advanced data analytics tools and self-service analytics endows business users instead of just data scientists with the ability to conduct analyses," noted Avinash. "Technology developers can ensure much wider adoption of their solutions by offering in-built security mechanisms that can block attackers in real time. They could also develop new business models such as shared data economy and even sell data-based products or utilities."
Various governments have already begun to use data analytics on open data to solve issues related to smart city and water crises. Other important growth opportunities for Smart Data solution providers include:
- Employing augmented analytics and self-service data analytics tools, as they enable any business user to make queries, analyze data, and create customized reports and visualizations.
- Leveraging a data monetization approach, as it allows businesses to utilize and bring value at every point in the data value chain.
- Adding new data analytics services to existing offerings.
- Partnering with innovative Smart Data solutions providers (emerging startups) across the world. This will help companies enhance their implementation capabilities by leveraging open-source Smart Data solutions focused on enterprise data management and analytics.
- Collaborating with the government to address the issue of talent shortage and setting clear investment and data strategy goals.
Turning Big Data to Smart Data: Emerging Opportunities is part of Frost & Sullivan’s global Information & Communication Growth Partnership Service program.
Frost & Sullivan's global TechVision practice is focused on innovation, disruption and convergence and provides a variety of technology-based alerts, newsletters and research services as well as growth-consulting services. Its premier offering, the TechVision program, identifies and evaluates the most valuable emerging and disruptive technologies enabling products with near-term potential. A unique feature of the TechVision program is an annual selection of 50 technologies that can generate convergence scenarios, possibly disrupt the innovation landscape, and drive transformational growth.
About Frost & Sullivan
For over five decades, Frost & Sullivan has become world-renowned for its role in helping investors, corporate leaders and governments navigate economic changes and identify disruptive technologies, Mega Trends, new business models and companies to action, resulting in a continuous flow of growth opportunities to drive future success.
Testimonial
"Advertising in PCB007 Magazine has been a great way to showcase our bare board testers to the right audience. The I-Connect007 team makes the process smooth and professional. We’re proud to be featured in such a trusted publication."
Klaus Koziol - atgSuggested Items
SEMI Reports Global Silicon Wafer Shipments to Rebound 5.4% in 2025, with New Record Expected by 2028
10/30/2025 | SEMIGlobal shipments of silicon wafers are projected to increase 5.4% in 2025 to 12,824 million square inches (MSI) followed by steady growth through 2028 when the market is expected to reach a new industry record of 15,485 MSI, SEMI reported in its annual silicon shipment forecast.
productronica 2025: iTAC Presents AI-supported Knowledge Platform for Connected Production
10/29/2025 | iTAC Software AGIn modern manufacturing facilities, valuable knowledge is stored in systems, documents, and the minds of employees – often fragmented, isolated, and not centrally available.
Unlocking the Promise of AI in Electronics Manufacturing
10/29/2025 | Shobhit Agrawal, Keysight TechnologiesThe electronics manufacturing industry is rapidly evolving as more complicated products are introduced in the production lines, which require technological advancements even in the production processes. The requirements for production that is efficient, product quality that is greater, and product life cycles that are shorter are more crucial than ever before. In the electronic device life cycle, from design to maintenance, test phases have a significant impact on the economy of the company. Test processes are closely linked to the production volume and impacted by the complexity of the product. For businesses to maintain their competitive edge, they need to adopt innovative solutions and redefine processes.
Better Sustainability Policies for Electronics
10/29/2025 | Diana Radovan, Global Electronics AssociationI joined the Global Electronics Association in August 2025 as the director of sustainability policy. Since then, much has happened in terms of geopolitics and in the development and re-envisioning of sustainability policies in the industry. While the European Commission has released several legislative packages to simplify sustainability requirements (“omnibus”), these developments haven’t yet settled and are not in effect. Given the many recent and ongoing public consultations, with often conflicting input from a broad range of stakeholders, final negotiations remain rather polarized among policymakers.
SEMI Reports Global Silicon Wafer Shipments to Rebound 5.4% in 2025, with New Record Expected by 2028
10/29/2025 | SEMIGlobal shipments of silicon wafers are projected to increase 5.4% in 2025 to 12,824 million square inches (MSI) followed by steady growth through 2028 when the market is expected to reach a new industry record of 15,485 MSI, SEMI reported today in its annual silicon shipment forecast.