FeaturedEnterprise Search: The Last Half of 2015
I saw a link this morning to an 11 month old report from an azure chip consulting firm. You know, azure chip. Not a Bain, BCG, Booz Allen, or McKinsey which are blue chip firms. A mid tier outfit. Business at the Boozer is booming is the word from O’Hare Airport, but who knows if airport gossip is valid.
Which enterprise search vendor will come up a winner in December 2015?
What is possibly semi valid are analyses of enterprise search vendors. The “Magic Quadrant for Enterprise Search” triggered some fond memories of the good old days in 2003 when the leaders in enterprise search were brands or almost brands. You probably recall the thrilling days of these information retrieval leaders:
- Autonomy, the math oriented outfit with components names like neuro linguistic programming and integrated data operating layer and some really big name customers like BAE
- Convera, formerly Excalibur with juice from ConQuest (developer by a former Booz, Allen person no less)
- Endeca, the all time champ for computationally intensive indexing
- Fast Search & Transfer, the outfit that dumped Web search in order to take over the enterprise search sector
- Verity, ah, truth be told, this puppy’s architecture ensured plenty of time to dash off and grab a can of Mountain Dew.
In 2014, if the azure chip firm’s analysis is on the money, the landscape was very different. If I understand the non analytic version of Boston Consulting Group’s matrix from 1970, the big players are:
- Attivio, another business intelligence solution using open source technology and polymorphic positioning for the folks who have pumped more than $35 million into the company. One executive told me via LinkedIn, that the SEC investigation of an Attivio board member had zero impact on the company. I like the attitude. Bold.
- BA Insight, a business software vendor focused on making SharePoint somewhat useful and some investors with deepening worry lines
- Coveo, a start up which is nudging close to a decade in age, and more than $30 million in venture backing. I wonder if those stakeholders are getting nervous.
- Dassault Systèmes, the owner of Exalead, who said in the most recent quarterly report that the company was happy, happy, happy with Exalead but provided no numbers and no detail about the once promising technology
- Expert System, an interesting company with a name that makes online research pretty darned challenging
- Google, ah, yes, the proud marketer of the ever thrilling Google Search Appliance, a product with customer support to make American Airlines jealous
- Hewlett Packard Autonomy, now a leader in the acrimonious litigation field
- IBM, ah, yes, the cognitive computing bunch from Armonk. IBM search is definitely a product that is on everyone’s lips because the major output of the Watson group is a book of recipes
- IHS, an outfit which is banking on its patent analysis technology to generate big bucks in the Goldmine cellophane
- LucidWorks (Really?), a repackager of open source search and a distant second to Elastic (formerly Elasticsearch, which did not make the list. Darned amazing to me.)
- MarkLogic, a data management system trying to grow with a proprietary XML technology that is presented as search, business intelligence, and a tool for running a restaurant menu generation system. Will MarkLogic buy Smartlogic? Do two logics make a rational decision?
- Mindbreeze, a side project at Fabasoft which is the darling of the Austrian government and frustrated European SharePoint managers
- Perceptive Software, which is Lexmark’s packaging of ISYS Search Software. ISYS incorporates technology from – what did the founder tell me in 2009? – oh, right, code from the 1980s. Might it not be tough to make big bucks on this code base? I have 70 or 80 million ideas about the business challenge such a deal poses
- PolySpot, like Sinequa, a French company which does infrastructure, information access, and, of course, customer support
- Recommind, a legal search system which has delivered a down market variation of the Autonomy-type approach to indexing. The company is spreading its wings and tackling enterprise search.
- Sinequa, another one of those quirky French companies which are more flexible than a leotard for an out of work acrobat
But this line up from the azure chip consulting omits some companies which may be important to those looking for search solutions but not so much for azure chip consultants angling for retainer engagements. Let me highlight some vendors the azure chip crowd elected to ignore:
InterviewsRecorded Future: The Threat Detection Leader
The Exclusive Interview with Jason Hines, Global Vice President at Recorded Future
In my analyses of Google technology, despite the search giant’s significant technical achievements, Google has a weakness. That “issue” is the company’s comparatively weak time capabilities. Identifying the specific time at which an event took place or is taking place is a very difficult computing problem. Time is essential to understanding the context of an event.
This point becomes clear in the answers to my questions in the Xenky Cyber Wizards Speak interview, conducted on April 25, 2015, with Jason Hines, one of the leaders in Recorded Future’s threat detection efforts. You can read the full interview with Hines on the Xenky.com Cyber Wizards Speak site at the Recorded Future Threat Intelligence Blog.
Recorded Future is a rapidly growing, highly influential start up spawned by a team of computer scientists responsible for the Spotfire content analytics system. The team set out in 2010 to use time as one of the lynch pins in a predictive analytics service. The idea was simple: Identify the time of actions, apply numerical analyses to events related by semantics or entities, and flag important developments likely to result from signals in the content stream. The idea was to use time as the foundation of a next generation analysis system, complete with visual representations of otherwise unfathomable data from the Web, including forums, content hosting sites like Pastebin, social media, and so on.
A Recorded Future data dashboard it easy for a law enforcement or intelligence professionals to identify important events and, with a mouse click, zoom to the specific data of importance to an investigation. (Used with the permission of Recorded Future, 2015.)
Five years ago, the tools for threat detection did not exist. Components like distributed content acquisition and visualization provided significant benefits to enterprise and consumer applications. Google, for example, built a multi-billion business using distributed processes for Web searching. Salesforce.com integrated visualization into its cloud services to allow its customers to “get insight faster.”
According to Jason Hines, one of the founders of Recorded Future and a former Google engineer, “When our team set out about five years ago, we took on the big challenge of indexing the Web in real time for analysis, and in doing so developed unique technology that allows users to unlock new analytic value from the Web.”
Recorded Future attracted attention almost immediately. In what was an industry first, Google and In-Q-Tel (the investment arm of the US government) invested in the Boston-based company. Threat intelligence is a field defined by Recorded Future. The ability to process massive real time content flows and then identify hot spots and items of interest to a matter allows an authorized user to identify threats and take appropriate action quickly. Fueled by commercial events like the security breach at Sony and cyber attacks on the White House, threat detection is now a core business concern.
The impact of Recorded Future’s innovations on threat detection was immediate. Traditional methods relied on human analysts. These methods worked but were and are slow and expensive. The use of Google-scale content processing combined with “smart mathematics” opened the door to a radically new approach to threat detection. Security, law enforcement, and intelligence professionals understood that sophisticated mathematical procedures combined with a real-time content processing capability would deliver a new and sophisticated approach to reducing risk, which is the central focus of threat detection.
In the exclusive interview with Xenky.com, the law enforcement and intelligence information service, Hines told me:
Recorded Future provides information security analysts with real-time threat intelligence to proactively defend their organization from cyber attacks. Our patented Web Intelligence Engine indexes and analyzes the open and Deep Web to provide you actionable insights and real-time alerts into emerging and direct threats. Four of the top five companies in the world rely on Recorded Future.
Despite the blue ribbon technology and support of organizations widely recognized as the most sophisticated in the technology sector, Recorded Future’s technology is a response to customer needs in the financial, defense, and security sectors. Hines said:
When it comes to security professionals we really enable them to become more proactive and intelligence-driven, improve threat response effectiveness, and help them inform the leadership and board on the organization’s threat environment. Recorded Future has beautiful interactive visualizations, and it’s something that we hear security administrators love to put in front of top management.
As the first mover in the threat intelligence sector, Recorded Future makes it possible for an authorized user to identify high risk situations. The company’s ability to help forecast and spotlight threats likely to signal a potential problem has obvious benefits. For security applications, Recorded Future identifies threats and provides data which allow adaptive perimeter systems like intelligent firewalls to proactively respond to threats from hackers and cyber criminals. For law enforcement, Recorded Future can flag trends so that investigators can better allocate their resources when dealing with a specific surveillance task.
Hines told me that financial and other consumer centric firms can tap Recorded Future’s threat intelligence solutions. He said:
We are increasingly looking outside our enterprise and attempt to better anticipate emerging threats. With tools like Recorded Future we can assess huge swaths of behavior at a high level across the network and surface things that are very pertinent to your interests or business activities across the globe. Cyber security is about proactively knowing potential threats, and much of that is previewed on IRC channels, social media postings, and so on.
In my new monograph CyberOSINT: Next Generation Information Access, Recorded Future emerged as the leader in threat intelligence among the 22 companies offering NGIA services. To learn more about Recorded Future, navigate to the firm’s Web site at www.recordedfuture.com.
Stephen E Arnold, April 29, 2015
Latest NewsPalantir Explains Palantir
I read a question about Palantir on Quora. You may be able to access it at http://bit.ly/1LUPgtd but no promises. A person named Abhiram and then Kevin Simler provided... Read more »Google, Search, and Swizzled Results
I am tired of answering questions about the alleged blockbuster revelations from a sponsored study and an academic Internet legal eagle wizard. To catch up on the... Read more »CSC Attracts Buyer And Fraud Penalties
According to the Reuters article “Exclusive: CACI, Booz Allen, Leidos Eyes CSC’s Government Unit-Sources,” CACI International, Leidos Holdings, and Booz Allen... Read more »ClearStory Is On the Move
The article on Virtual-Strategy Magazine titled ClearStory Data Appoints Dr. Timothy Howes as Chief Technology Offiver; Fromer Vice President of Yahoo, CTO of HP... Read more »Watson: Will It Be Able to Make Major Government Applications More Intelligent?
I recently commented on the 25 percent problem rate in government software. You can find that Beyond Search item at this link. I can relate to companies who want... Read more »Keyword Search Is Not Productive. Who Says?
I noticed a flurry of tweets pointing to a diagram which maps out the Future of Search. You can view the diagram at http://bit.ly/1LznR1U or http://bit.ly/1dugOcR.... Read more »The Google Cloud: Low Ceiling, Visibility Limited
I read “Google Cloud Platform: Google Execs Speak.” I highlighted one passage. In response to a question about recent Google cloud service price cuts, the Googler... Read more »Microsoft Puts the Cloud First with SharePoint Server 2016
Discussion of the cloud seems to push users into two camps: for and against. While hybrid is probably truly the way of the future, folks are still currently either... Read more »Tumblr Has a GIF For You
Facebook recently enabled users to post GIF images on the social media platform. Reddit was in an uproar over the new GIF and celebrated by posting random moving... Read more »Webinar from BrightFunnel Ties Marketing to Revenue
The webinar on BrightFunnel Blog titled Campaign Attribution: Start Measuring True Marketing Impact (How-To Video) adds value to marketing efforts. BrightFunnel... Read more »