The Internet of Things (IoT) is a technology that extends digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere. This advance enables virtually any device to transmit its data, to which analytics can then be applied to facilitate monitoring and a range of operational functions. IoT can deliver value in several ways. It can provide organizations with more complete data about their operations, which helps them improve efficiencies and so reduce...
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Topics:
Big Data,
Wearable Computing,
Analytics,
Internet of Things,
Digital Technology
Big data initially was characterized in terms of “the three V’s,” volume, velocity and variety. Nearly five years ago I wrote about the three V’s as a way to explain why new and different technologies were needed to deal with big data. Since then the industry has tackled many of the technical challenges associated with the three V’s. In 2017 I propose that we focus instead on a different letter, which includes these A’s: analytics, awareness, anticipation and action. I’ll explain why each is...
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Topics:
Data Science,
Machine Learning,
Analytics,
Business Intelligence,
Collaboration,
Data Preparation,
Internet of Things,
Information Optimization
Big data has become an integral part of information management. Nearly all organizations have some need to access big data sources and produce actionable information for decision-makers. Recognizing this connection, we merged these two topics when we put together our recently published research agendas for 2017. As we plan our research, we focus on current technologies and how they can be used to improve an organization’s performance. We then share those results with our readers.
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Topics:
Big Data,
Data Science,
Analytics,
Data Governance,
Data Integration,
Data Preparation,
Information Management,
Internet of Things,
Machine Learning and Cognitive Computing,
Machine Learning Digital Technology
In 2016 Ventana Research saw a significant shift in the customer engagement and contact center software markets. Our benchmark research into the next-generation contact center in the cloud shows that for 70 percent of companies, customer experience is and will be an important way of competing; the largest growth in ways of competing is to introduce digital self-service, which will increase by 12 percent. To support those changes, organizations have introduced more channels of engagement, to the...
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Topics:
Mobile,
Customer Analytics,
Customer Engagement,
Customer Experience,
Office of Finance,
Analytics,
Cloud Computing,
Collaboration,
Customer Service,
Internet of Things,
Contact Center
Ventana Research analysts recently published our research agendas for 2017. As we put together these plans we think about the forces that are shaping the markets that we cover and then craft agendas that study these issues to provide insights for our community. I’ve been working in the business intelligence (BI) and analytics market for nearly 25 years, and throughout that time the industry has been trying to make analytics useful to increasingly wider audiences. That focus continues to today....
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Topics:
Big Data,
Data Science,
Mobile Technology,
Analytics,
Business Intelligence,
Cloud Computing,
Collaboration,
Internet of Things,
Machine Learning and Cognitive Computing,
Machine Learning Digital Technology
The business intelligence market is bounded on one side by big data and on the other side by data preparation. That is, to maximize their performance in using information, organizations have to collect and analyze ever increasing volumes of data while the tools available are constantly evolving in the big data ecosystem that I have written about. In our benchmark research on big data analytics, half (51%) of organizations said they want to access big data using their existing BI tools. At the...
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Topics:
Big Data,
Analytics,
Business Intelligence,
Collaboration,
Data Integration,
Data Preparation,
Information Management,
Internet of Things
The big data market continues to evolve, as I have written previously. Vendors are attempting to differentiate their offerings as they seek to encourage customers to pay for technology that they could potentially download for free.
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Topics:
Big Data,
Analytics,
Business Intelligence,
Internet of Things,
Information Optimization
IBM recently held its inaugural World of Watson event. Formerly known as IBM Insight, and prior to that IBM Information on Demand, the annual event, attended by 17,000 people this year, showcases IBM’s data and analytics and the broader IBM efforts in cognitive computing. The theme for the event, as you might guess, was the Watson family of cognitive computing products. I, for one, was glad to spend more time getting to know the Watson product line, and I’d like to share some of my observations...
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Topics:
Big Data,
Data Science,
Machine Learning,
Analytics,
Cloud Computing,
Data Governance,
Data Integration,
Internet of Things,
Information Optimization,
Machine Learning and Cognitive Computing
Some followers of Ventana Research may recall my work here several years ago. Here and elsewhere I have spent most of my career in the data and analytics markets matching user requirements with technologies to meet those needs. I’m happy to be returning to Ventana Research to resume investigating ways in which organizations can make the most of their data to improve their business processes; for a first look, please see our 2016 research agenda on Big Data and Information Optimization. I relish...
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Topics:
Big Data,
Predictive Analytics,
Analytics,
Business Analytics,
Business Intelligence,
Information Management,
Internet of Things,
IOT,
Operational Intelligence,
Unicorns,
Information Optimization
A new company has emerged in the market for real-time analytics software. Anodot came out of stealth mode in late 2015 with $3 million in funding. It is led by three founders: CEO David Drai, whose company Cotendo was acquired by networking company Akamai Technologies in 2012; Ira Cohen, chief data scientist, who previously held that position at Hewlett-Packard; and Shay Lang, who serves as VP of R&D. Unlike most vendors in the space, the company is delivering anomaly detection and operational...
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Topics:
Big Data,
Predictive Analytics,
Operational Performance Management (OPM),
Analytics,
Business Analytics,
Business Intelligence,
Business Performance,
Cloud Computing,
Internet of Things,
Operational Intelligence,
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