Skip to main content

JKool Introduces SaaS Solution for Big Data

jKool, LLC introduced a new, software-as-a-service (SaaS) solution for analyzing Big Data in real time.

JKool is designed to spot the patterns in data that lead to actionable insights. Often the value hidden in this data is perishable, requiring immediate action before it becomes stale. JKool’s near real-time analysis of time-series data is able to capture insight, instantly. After an initial preview period, jKool LLC. will introduce a paid subscription service that companies can use on a regular basis.

JKool provides a number of streaming operators as part of its service including: Bollinger Bands, aggregates and filters in order to automatically detect outliers and anomalies. It also considers that data can be location-specific with meaning that is location-explicit. Its geo-fencing capability is helpful in detecting patterns in behavior that are linked to individual geographies. JKool is different than other tools in its innate ease-of-use, open-source approach and high scalability. As a SaaS solution, there is nothing to install or maintain. The solution features a simple, mobile-friendly web dashboard and an English-like query language called JKQL that lets users converse ad hoc with their data and then interact with the visuals on the dashboard.

The service provides an open source API, TNT4J, which makes it easy to stream information into the jKool cloud service. JKool scales transparently, parallelizing natural-language queries in order to quickly reveal cause and effect, correlations between disparate data points, locations, bottlenecks, and outliers that are integral to how businesses perform.

“To date, business analytics has been reserved for the largest companies with the biggest budgets and a plethora of experts,” said Charley Rich, vice president of product management at jKool. “jKool offers big data analytics for the rest of us—businesses of all sizes and across industries. We’re inviting everyone to try the service, use its sample data, download the open source API and understand how they can really use their data, not simply save it.”

jKool designed the technology and service in response to the evident need from sectors such as financial services, healthcare and advertising to get at the business insights buried in timeseries data. These may include trends on how, when and where consumers are behaving in the purchasing process, how the market is reacting or trends in healthcare over time.

The Latest

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...

JKool Introduces SaaS Solution for Big Data

jKool, LLC introduced a new, software-as-a-service (SaaS) solution for analyzing Big Data in real time.

JKool is designed to spot the patterns in data that lead to actionable insights. Often the value hidden in this data is perishable, requiring immediate action before it becomes stale. JKool’s near real-time analysis of time-series data is able to capture insight, instantly. After an initial preview period, jKool LLC. will introduce a paid subscription service that companies can use on a regular basis.

JKool provides a number of streaming operators as part of its service including: Bollinger Bands, aggregates and filters in order to automatically detect outliers and anomalies. It also considers that data can be location-specific with meaning that is location-explicit. Its geo-fencing capability is helpful in detecting patterns in behavior that are linked to individual geographies. JKool is different than other tools in its innate ease-of-use, open-source approach and high scalability. As a SaaS solution, there is nothing to install or maintain. The solution features a simple, mobile-friendly web dashboard and an English-like query language called JKQL that lets users converse ad hoc with their data and then interact with the visuals on the dashboard.

The service provides an open source API, TNT4J, which makes it easy to stream information into the jKool cloud service. JKool scales transparently, parallelizing natural-language queries in order to quickly reveal cause and effect, correlations between disparate data points, locations, bottlenecks, and outliers that are integral to how businesses perform.

“To date, business analytics has been reserved for the largest companies with the biggest budgets and a plethora of experts,” said Charley Rich, vice president of product management at jKool. “jKool offers big data analytics for the rest of us—businesses of all sizes and across industries. We’re inviting everyone to try the service, use its sample data, download the open source API and understand how they can really use their data, not simply save it.”

jKool designed the technology and service in response to the evident need from sectors such as financial services, healthcare and advertising to get at the business insights buried in timeseries data. These may include trends on how, when and where consumers are behaving in the purchasing process, how the market is reacting or trends in healthcare over time.

The Latest

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...