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Tibco analytics capabilities get upgrade in Spotfire X

Spotfire X, the latest iteration of the Tibco analytics and data visualization platform, aims to give users a more streamlined experience by incorporating more AI and machine learning capabilities when the upgraded platform is released this fall.

Notably, the platform update, characterized by what Tibco has dubbed a new “A(X) Experience,” will enable users to type in requests to navigate and visualize their data through natural language processing (NLP), to automatically record dataflows that can later be explored and edited. It also will natively stream data in real time from dozens of sources.

The new Spotfire X features are designed to create a faster and simpler user experience, according to Brad Hopper, vice president of product strategy, analytics and streaming at the integration and analytics software vendor. “This will allow us to take a complete novice off the street, put them in front of the tool, and no matter what they will get something back,” he said.

Search for simple

With the rise of citizen data scientists, it has become a trend for self-service analytics vendors to design platforms that are easier to use and more automatic, turning to employing AI and machine learning algorithms to do so.

Brad Hopper, TibcoBrad Hopper

Earlier this year, a Tibco competitor, Tableau, acquired MIT AI startup Empirical Systems, whose technology is expected to provide Tableau platforms with more advanced predictive analytics capabilities and better automated models. Also this year, Qlik, another big-name self-service analytics vendor, acquired startup Podium Data in a bid to better automate parts of its platforms and make them simpler to use.

“There is a trend in the market … for AI and machine learning to be used to explore all the possible data, all the possible variables,” said Rita Sallam, a Gartner analyst.

With the new Spotfire X features, Tibco analytics is looking forward, even if the features aren’t necessarily innovative on their own, she said.

“They’re leveraging natural language as a way to initiate a question and they are, based on that question, generating all the statistically meaningful insight on that data so the user can see all the possible insights on that data,” Sallam said.

A(X) Experience in Tibco Spotfire X
The A(X) Experience in Tibco’s Spotfire X enables faster and easier analytics with NLP tools and improved AI

AI advice

With the A(X) Experience, Spotfire X also will deliver AI-driven recommendations for users.

“We’ve built in a fairly sophisticated machine learning model behind the scenes,” Hopper said.

The Tibco analytics platform can already use AI to automatically index different pieces of data and suggest relationships between them.

Now from the Spotfire X’s NLP-powered search box, users will be able to receive a list of visualization recommendations, starting first with “classical recommendations” before getting to “a ranked list of interesting structural variations,” Hopper explained.

Forrester analyst Boris Evelson said the Tibco analytics and Spotfire X moves are “yet another confirmation of a trend that leading BI products need a dose of AI to remain effective.”

While AI is not replacing BI, BI tools that infuse AI functionality will displace the tools that don’t.
Boris Evelsonanalyst, Forrester

“While AI is not replacing BI, BI tools that infuse AI functionality will displace the tools that don’t,” Evelson said.

Tibco made the Spotfire X announcements during the Tibco Now conference in Las Vegas in early September 2018. 

The enhancements to Tibco analytics capabilities were among other product developments unveiled at the event. Others included the a user-partner collaboration program called Tibco Labs, more tools for Tibco Cloud, and a new collaboration between Tibco and manufacturing services company Jabil.

Slack encryption will soon include enterprise key management

Slack will soon give businesses an additional level of security by letting them manage their encryption keys. The feature will appeal to a small number of large organizations for now, but it could help the startup expand its footprint in the enterprise market.

Slack already encrypts the messages and files that flow through its premium platform for large businesses, called Enterprise Grid. Now, the vendor plans to give customers control of the keys that unlock that encryption.

“Enterprise key management is another significant step that Slack needs to take to meet increasing security demands — and according to their promise, without hurting speed or usability, [which are] common side effects of EKM,” said Wayne Kurtzman, analyst at IDC.

Slack touted the forthcoming feature as providing “all the security of an on-premises solution, with all the benefits of a cloud tool.” But the vendor clarified that the keys will be created and stored in Amazon’s public cloud.

“In the future, we may expand this offering to support an on-prem or private cloud [hardware security module] key store,” said Ilan Frank, director of Slack’s enterprise products.

Cisco Webex Teams lets businesses manage encryption keys on premises or in the cloud. It also provides end-to-end encryption. In contrast, Slack only encrypts data in transit and at rest, which means the data may get decrypted at certain routing points in the cloud.

Slack has no plans to change its encryption model, Frank said, citing potential “usability drawbacks” related to search and advanced app and bot features.

Symphony also offers end-to-end encryption and enterprise key management. Its team collaboration app has found a niche among banks and other financial firms, which generally have strict compliance and regulatory standards.

“I think, from Slack’s case, it’s a good first step in allowing customers to control their own keys,” said Zeus Kerravala, founder and principal analyst at ZK Research in Westminster, Mass. But Slack should also ensure businesses can store those keys in their own data centers and eventually pursue end-to-end encryption, he said.

Slack’s enterprise key management feature will be particularly useful for external communications done through Slack, said Alan Lepofsky, a vice president and principal analyst at Constellation Research, based in Cupertino, Calif.

When partners communicate through a shared channel in Slack, the company that established the channel will have control over the encryption keys.

“I think this will be a very important use case, as it’s that external communication where you really want to ensure security and privacy,” Lepofsky said.

Slack expects to make enterprise key management available for purchase to Enterprise Grid customers sometime this winter.

Slack looks to appeal to more large enterprises

Slack launched Enterprise Grid last year in an attempt to expand beyond its traditional base of teams and small businesses. The platform lets large organizations unify and manage multiple Slack workspaces.

Slack said in January that more than 150 organizations had deployed Enterprise Grid, including 21st Century Fox, Target, Capital One and IBM. But the vendor did not mention the product in May when it announced that 8 million people at more than 500,000 organizations worldwide were using Slack daily.

As the vendor tries to win more contracts with large businesses, Slack faces competition from vendors that already have deep penetration in the enterprise market — notably Cisco and Microsoft.

Cisco recently tied its team collaboration app to the online meetings platform Webex, which has 140 million users. Also, Microsoft has been aggressively building out the features of Microsoft Teams, which integrates with the Office 365 productivity tools relied upon by 135 million people.

“[Enterprise key management] is an important addition to Slack as it becomes more mature for enterprise needs,” Lepofsky said.

HPE’s HCI system takes aim at space-constrained data centers

The latest addition to HPE’s HCI portfolio aims to give smaller IT shops a little less bang for a lot less buck.

The HPE SimpliVity 2600 configures up to four compute modules in a 2U space, and features “always-on” deduplication and compression. Those capabilities often appeal to businesses with space-constrained IT environments or with no dedicated data center at all, particularly ones that deploy VDI applications on remote desktops for complex workloads and require only moderate storage.

Examples include branch offices, such as supermarkets or retailers with no dedicated data center room, who might likely keep a server in a manager’s office, said Thomas Goepel, director of HPE’s product management for hyper-converged systems.

Higher-end HPE HCI products, such as the SimpliVity 380, emphasize operational efficiencies, but their compute power may exceed the needs of many remote branch offices, and at a higher cost, so the 2600’s price-performance ratio may be more attractive, said Dana Gardner, principal analyst at Interarbor Solutions LLC in Gilford, N.H.

“Remote branch offices tend to look at lower-cost approaches over efficiencies,” he said. “Higher-end [HPE HCI systems] and in some cases the lower-end boxes, may not be the right fit for what we think of as a ROBO server.”

Dana Gardner, Interarbor SolutionsDana Gardner

On the other hand, many smaller IT shops lack internal technical talent and may struggle to implement more complex VDI workloads.

“[VDI] requires a lot of operational oversight to get it up and rolling and tuned in with the rest of the environment,” Gardner said.

The market for higher compute density HCI to run complex workloads that involve VDI applications represents a rich opportunity, concurred Steve McDowell, a senior analyst at Moor Insights & Strategy. “It’s a smart play for HPE, and should compete well against Nutanix,” he said.

There has been a tremendous appetite [among users] for HCI products in general because they come packaged and ready to install.
Dana Gardnerprincipal analyst, Interarbor Solutions

The HPE SimpliVity 2600, based on the company’s Apollo 2000 platform, also overlaps with HPE’s Edgeline systems unveiled last month, although there are distinct differences in the software stack and target applications, McDowell said. The 2600 is more of an appliance with a fixed feature set contained in a consolidated management framework.

The Edgeline offering, meanwhile, targets infrastructure consolidation out on the edge with a more even balance of compute, storage and networking capabilities.

Higher-end HPE HCI offerings have gained traction among corporate users. Revenues for these systems surged 280% in this year’s first quarter compared with a year ago, versus 76% growth for the overall HCI market, according to IDC, the market research firm based in Framingham, Mass.

“There has been a tremendous appetite for HCI products in general because they come packaged and ready to install,” Gardner said. “HPE is hoping to take advantage of this with iterations that allow them to expand their addressable market, in this case downward.”

The 2600 will be available sometime by mid-July, according to HPE.

Tableau acquisition of MIT AI startup aims at smarter BI software

Tableau Software has acquired AI startup Empirical Systems in a bid to give users of its self-service BI platform more insight into their data. The Tableau acquisition, announced today, adds an AI-driven engine that’s designed to automate the data modeling process without requiring the involvement of skilled statisticians.

Based in Cambridge, Mass., Empirical Systems started as a spinoff from the MIT Probabilistic Computing Project. The startup claims its analytics engine and data platform is able to automatically model data for analysis and then provide interactive and predictive insights into that data.

The technology is still in beta, and Francois Ajenstat, Tableau’s chief product officer, wouldn’t say how many customers are using it as part of the beta program. But he said the current use cases are broad and include companies in retail, manufacturing, healthcare and financial services. That wide applicability is part of the reason why the Tableau acquisition happened, he noted.

Catch-up effort with advanced technology

In some ways, however, the Tableau acquisition is a “catch-up play” on providing automated insight-generation capabilities, said Jen Underwood, founder of Impact Analytix LLC, a product research and consulting firm in Tampa. Some other BI and analytics vendors “already have some of this,” Underwood said, citing Datorama and Tibco as examples.

The Tableau acquisition adds an AI-driven engine that’s designed to automate the data modeling process without requiring the involvement of skilled statisticians.

Empirical’s automated modeling and statistical analysis tools could put Tableau ahead of its rivals, she said, but it’s too soon to tell without having more details on the integration plans. Nonetheless, she said she thinks the technology will be a useful addition for Tableau users.

“People will like it,” she said. “It will make advanced analytics easier for the masses.”

Tableau already has been investing in AI and machine learning technologies internally. In April, the company released its Tableau Prep data preparation software, with embedded fuzzy clustering algorithms that employ AI to help users group data sets together. Before that, Tableau last year released a recommendation engine that shows users recommended data sources for analytics applications. The feature is similar to how Netflix suggests movies and TV shows based on what a user has previously watched, Ajenstat explained.

Integration plans still unclear

Ajenstat wouldn’t comment on when the Tableau acquisition will result in Empirical’s software becoming available in Tableau’s platform, or whether customers will have to pay extra for the technology.

[embedded content]

Empirical CEO Richard Tibbetts on its automated data
modeling technology.

“Whether it’s an add-on or how it’s integrated, it’s too soon to talk about that,” he said.

However, he added that the Empirical engine will likely be “a foundational element” in Tableau, at least partially running behind the scenes, with a goal that “a lot of different things in Tableau will get smarter.”

Unlike some predictive algorithms that require large stores of data to function properly, Empirical’s software works with “data of all sizes, both large and small,” Ajenstat said. When integration does eventually begin to happen, Ajenstat said Tableau hopes to be able to better help users identify trends and outliers in data sets and point them toward factors they could drill into more quickly.

Augmented analytics trending

Tableau’s move around augmented analytics is in line with what Gartner pointed to as a key emerging technology in its 2018 Magic Quadrant report on BI and analytics platforms.

Various vendors are embedding machine learning tools into their software to aid with data preparation and modeling and with insight generation, according to Gartner. The consulting and market research firm said the augmented approach “has the potential to help users find the most important insights more quickly, particularly as data complexity grows.”

Such capabilities have yet to become mainstream product requirements for BI software buyers, Gartner said in the February 2018 report. But they are “a proof point for customers that vendors are innovating at a rapid pace,” it added.

The eight-person team from Empirical Systems will continue to work on the software after the Tableau acquisition. Tableau, which didn’t disclose the purchase price, also plans to create a research and development center in Cambridge.

Senior executive editor Craig Stedman contributed to this story.

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse

Steelseries Sensei 310 Mouse

Hi all,

I recently decided to give a wireless mouse a try, and purchased a Logitech G903; as a result of this I now have my Sensei 310 mouse for sale.

I purchased this mouse on the 11th August 2017. It has had very little use in that time, and as is in excellent condition. This is a great amidextrous optical mouse.

I am selling for £30 delivered. Any questions please feel free to ask!

I have advertised this elsewhere. Any questions plase feel free to ask!…

Steelseries Sensei 310 Mouse