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The
Correlation Technology Advantage
Using Correlation Technology to Gain Competitive Edge

For Business Inquiries:
Contact: Carl Wimmer
carl@makesence.us
Mobile: (702) 767-7001

For Technical Inquiries:
Contact: Mark Bobick
m.bobick@correlationconcepts.com
Mobile: (702) 882-5664

COPYRIGHT 2O1O MAKE SENCE FLORIDA, INC. ALL RIGHTS RESERVED
DISTRIBUTION WITHOUT WRITTEN PERMISSION OF MAKE SENCE FLORIDA, INC IS PROHIBITED

1
Correlation Technology
Whatever your industry or enterprise, whatever products or services delivered
by your company to clients, customers and consumers…
If your enterprise is looking for an opportunity to integrate a unique, superior
and fully customizable technology…
If your enterprise needs to create or strengthen your company’s distinctive
capabilities in order to gain competitive edge…
You should know that a breakthrough technology called Correlation
Technology can offer a powerful, completely new and unique solution to bring
your enterprise to the forefront of your industry and deliver a unique value
proposition to your customers.
Correlation Technology-based solutions are being independently developed
for use in many vertical market sectors right now. All these solutions will be
built on the Correlation Technology Platform, which will power enterprise
applications in specific vertical market sectors -- solving fundamental
business issues in a way that has never been done before.

2
To solve critical problems, enterprises have been obliged to adopt solutions
that are based on these three techniques. Such solutions are typically very
expensive, very complex and often fail to deliver.

Subjective Statistical Methods

Massive Semantic Infrastructure

CORRELATION TECHNOLOGY

Brute Force Computation

In contrast, Correlation Technology
can power solutions that are a more
natural fit for these critical problems.
Correlation Technology is
revolutionizing the way data is
handled to provide a distinct
advantage to enterprises around the
world.
3
Industry Solutions vs Correlation Technology
CASE STUDY: Market Research
Massive Semantic Infrastructure

The Correlation Technology Solution

In market research, data is gathered, decomposed and
analyzed from respondent focus groups, interviews and
surveys. Formal language parsing is typically used to elicit
meaning from the data, but manual processes constantly
introduce bias and error into many current systems.

The Correlation Technology market
research solution automatically
decomposes all gathered data into natural
Knowledge Fragments - for analysis
without the manual processes which
introduce human bias and error.

Huge, complex databases and expensive hardware are
often required for the most simple of computations. Fully
automated analysis can not be performed by any system
currently in use. Yet, even with sophisticated semantic
components in place, market researchers struggle to deliver
actionable intelligence and meaningful data to clients.
The problem lies in such systems’ formal and inflexible
model of human expression. Despite tagging, threading,
entity recognition, ontologies, and concept repositories,
these formal structures often do not accurately capture the
true intent of respondents. Human expression is highly
adaptive, and chaotic. Humans create and utilize idiomatic,
vernacular, and colloquial terms and uses for terms with
astounding ease. Writers of even the shortest
communication incorporate cultural memes that no
dictionary, no ontology, no concept map, no semantic
infrastructure component could keep current or sort out.

True intent of respondents is discovered
by connecting Knowledge Fragments into
“correlations”. True respondent sentiment
can be discovered even on topics outside
the framework of focus group discussions,
interviews or surveys.
More precise and meaningful intelligence
– actionable intelligence - is delivered to
clients.
4
Industry Solutions vs Correlation Technology
CASE STUDY: Money Laundering Detection
Subjective Statistical Methods

The Correlation Technology Solution

In the United States and the EU, law enforcement
and regulatory authorities require all financial
institutions to detect, flag and report all “suspect”
accounts, transactions, individuals and institutions.

The Correlation Technology money laundering
detection solution constructs a dynamic
“control” model of the web of relations
connecting institutions, accounts, persons, and
transactions. This model incorporates data
from sources outside the event categories,
numerical values, and limited set of constraints
typically used to build Bayesian networks and
series in this realm.

The United States requires reporting of even the
most casual indicator of violation. In the UK, a more
relaxed standard raises the threshold for flagging
and reporting. The most sophisticated money
laundering detection software on the continent uses
Bayesian techniques – essentially a subjective
statistical method – to compare monitored activity
against a reference model.
Yet, despite the widely acknowledged intelligence,
experience and expertise of the people behind this
software, and despite the relaxed standard for
reporting, the false-positive rate for this software is
50% or higher.
The problem is simply that even the most intelligent,
well informed, and sophisticated people can never
genuinely comprehend the web of relations in
systems as large and volatile as the financial system
– and can never therefore more fully and accurately
model such a system by assignment of conditional
probabilities.

Tightly coupled to the underlying conditional
probability architecture, a Correlation
Technology solution can flag and confirm as
anomalies specific events also flagged in the
purely Bayesian network – and rapidly identify
the full set of relations between participating
persons and institutions.
With concurrence of the two independent
systems, false-positives can be reduced, and all
parties subject to these necessary monitoring
functions can realize substantial reduction in 5
time and cost.
Industry Solutions vs Correlation Technology
CASE STUDY: Recruitment
Brute Force Computation

The Correlation Technology Solution

The recruitment industry attempts to place job
applicants into job positions, and vice versa, by
utilizing a lexical brute force method called keyword
search.

The Correlation Technology recruitment solution
works by discovering the set of relations connecting
each candidate to a position, a company, and a
workplace.

To identify suitable candidates within a vast ocean of
applicant resumes, most current industry software
utilizes keyword search terms entered by unskilled
recruiters to match candidate attributes to terms in job
descriptions stored in databases. For human resource
departments inundated with large volumes of
indistinguishable resumes, this inflexible brute force
method too often results in ideal candidates being
overlooked and candidates being hired that have little
chance to fit into a company, position, or a work
environment.
Keyword search has proved ineffective in reducing the
number of resumes requiring manual review, and has
not delivered the efficiencies expected of computerdriven technology solutions.

Utilizing, on one side, the candidate resume, and all
publicly-available resources about the candidate
and, on the other side, the job description, company
information, and workplace details, relevant data is
decomposed into small pieces of meaningful
information called Knowledge Fragments. From the
Knowledge Fragments, “correlations” affirmatively
linking chains of Knowledge Fragments are
constructed. By discovering and ranking the most –
and most positive - relations from candidate to
position, company and workplace, the Correlation
Technology solution can determine the best
available candidate for the position, dramatically
increasing employee retention success.
6
The Correlation Technology Advantage
For our partners and licensees, the basis of competitive advantage is the
development of distinctive capabilities.
Distinctive Capabilities

The Correlation Technology Edge

•Intellectual property rights

•

With an exclusive license to the
fully-patented Correlation
Technology Platform our partners
will create their own intellectual
property and own full rights to the
software solutions they create for
their vertical market sector
implementation.

•

This will make enterprise
technologies powered by
Correlation Technology unique and
difficult to replicate. There is no
technology that can utilize data like
7
Correlation Technology.

•Exclusive licenses
•Partnerships
The Correlation Technology Advantage
Distinctive Capabilities

The Correlation Technology Edge

•Differentiation

•

Correlation Technology can power your
applications to provide your customers with
unique products or services.

•

Correlation Technology can help enterprises
create non-standardized products, services and
processes that can be modified to fit
organization structure, clients, customers and
consumers with unique needs.

•

Gain competitive edge by integrating Correlation
Technology to add value and streamline your
business processes.

•

Improve the acquisition and utilization of
actionable intelligence and enhance data use to
protect market share, increase barriers to entry
and grow consumer base.

•

Each Correlation Technology-driven solution
delivers a unique value proposition to
customers.

•Business Processes

8
The Correlation Technology Advantage
Resource-based View
Knowledge is the most important value-creating asset an enterprise can
utilize to gain competitive advantage. Correlation Technology provides
enterprises with a revolutionary new way to utilize data, manage
information, and develop richer, more in-depth insights into organizations,
clients, customers, consumers and markets.
Economies of Scale
Since Correlation Technology Platform is a true software platform and not
an end-user application, it can power a substantial number of different
applications across many vertical market sectors, so long as the application
can be technically validated by our R&D department.
Tacit Knowledge
Correlation Technology can allow expert and non-expert employees to
operate with maximum efficiency by automating many manual processes
used in current industry solutions. This minimizes the amount of tacit
knowledge that must be handed down from employee to employee and
sharply decreases the learning curve of new employees. Training costs are
reduced and operational bottlenecks are eliminated.

9
Be A Market Leader
The main objective of every enterprise is to be the industry leader. This
means adding value to your core competencies by being on the
cutting edge of:
•
•
•
•
•
•

Developing new business models
Providing new products and services
Utilizing new technologies
Implementing innovative business processes
Delivering a unique value proposition to customers
Offering well-differentiated products or services

Enterprises that adopt Correlation Technology can provide superior
products or services that are unique and difficult to replicate.
Correlation Technology-based solutions are sustainable and
applicable to multiple situations, ensuring enterprises will continually
be at the cutting edge of their industry.
10
A number of uses for Correlation Technology have already been identified in
more than twenty different vertical market sectors.
If your enterprise can benefit from gaining a significant competitive edge by
utilizing Correlation Technology,

CALL OR EMAIL
ASK FOR A LIVE WEBEX DEMONSTRATION

Our team of consultants, technicians and analysts will work with you to
discover how Correlation Technology can be applied to enterprise systems to
gain competitive advantage.
For Business Inquiries:
Contact: Carl Wimmer
carl@makesence.us
Mobile: (702) 767-7001

For Technical Inquiries:
Contact: Mark Bobick
m.bobick@correlationconcepts.com
Mobile: (702) 882-5664
11

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Using Correlation Technology to Gain A Competitive Edge

  • 1. The Correlation Technology Advantage Using Correlation Technology to Gain Competitive Edge For Business Inquiries: Contact: Carl Wimmer carl@makesence.us Mobile: (702) 767-7001 For Technical Inquiries: Contact: Mark Bobick m.bobick@correlationconcepts.com Mobile: (702) 882-5664 COPYRIGHT 2O1O MAKE SENCE FLORIDA, INC. ALL RIGHTS RESERVED DISTRIBUTION WITHOUT WRITTEN PERMISSION OF MAKE SENCE FLORIDA, INC IS PROHIBITED 1
  • 2. Correlation Technology Whatever your industry or enterprise, whatever products or services delivered by your company to clients, customers and consumers… If your enterprise is looking for an opportunity to integrate a unique, superior and fully customizable technology… If your enterprise needs to create or strengthen your company’s distinctive capabilities in order to gain competitive edge… You should know that a breakthrough technology called Correlation Technology can offer a powerful, completely new and unique solution to bring your enterprise to the forefront of your industry and deliver a unique value proposition to your customers. Correlation Technology-based solutions are being independently developed for use in many vertical market sectors right now. All these solutions will be built on the Correlation Technology Platform, which will power enterprise applications in specific vertical market sectors -- solving fundamental business issues in a way that has never been done before. 2
  • 3. To solve critical problems, enterprises have been obliged to adopt solutions that are based on these three techniques. Such solutions are typically very expensive, very complex and often fail to deliver. Subjective Statistical Methods Massive Semantic Infrastructure CORRELATION TECHNOLOGY Brute Force Computation In contrast, Correlation Technology can power solutions that are a more natural fit for these critical problems. Correlation Technology is revolutionizing the way data is handled to provide a distinct advantage to enterprises around the world. 3
  • 4. Industry Solutions vs Correlation Technology CASE STUDY: Market Research Massive Semantic Infrastructure The Correlation Technology Solution In market research, data is gathered, decomposed and analyzed from respondent focus groups, interviews and surveys. Formal language parsing is typically used to elicit meaning from the data, but manual processes constantly introduce bias and error into many current systems. The Correlation Technology market research solution automatically decomposes all gathered data into natural Knowledge Fragments - for analysis without the manual processes which introduce human bias and error. Huge, complex databases and expensive hardware are often required for the most simple of computations. Fully automated analysis can not be performed by any system currently in use. Yet, even with sophisticated semantic components in place, market researchers struggle to deliver actionable intelligence and meaningful data to clients. The problem lies in such systems’ formal and inflexible model of human expression. Despite tagging, threading, entity recognition, ontologies, and concept repositories, these formal structures often do not accurately capture the true intent of respondents. Human expression is highly adaptive, and chaotic. Humans create and utilize idiomatic, vernacular, and colloquial terms and uses for terms with astounding ease. Writers of even the shortest communication incorporate cultural memes that no dictionary, no ontology, no concept map, no semantic infrastructure component could keep current or sort out. True intent of respondents is discovered by connecting Knowledge Fragments into “correlations”. True respondent sentiment can be discovered even on topics outside the framework of focus group discussions, interviews or surveys. More precise and meaningful intelligence – actionable intelligence - is delivered to clients. 4
  • 5. Industry Solutions vs Correlation Technology CASE STUDY: Money Laundering Detection Subjective Statistical Methods The Correlation Technology Solution In the United States and the EU, law enforcement and regulatory authorities require all financial institutions to detect, flag and report all “suspect” accounts, transactions, individuals and institutions. The Correlation Technology money laundering detection solution constructs a dynamic “control” model of the web of relations connecting institutions, accounts, persons, and transactions. This model incorporates data from sources outside the event categories, numerical values, and limited set of constraints typically used to build Bayesian networks and series in this realm. The United States requires reporting of even the most casual indicator of violation. In the UK, a more relaxed standard raises the threshold for flagging and reporting. The most sophisticated money laundering detection software on the continent uses Bayesian techniques – essentially a subjective statistical method – to compare monitored activity against a reference model. Yet, despite the widely acknowledged intelligence, experience and expertise of the people behind this software, and despite the relaxed standard for reporting, the false-positive rate for this software is 50% or higher. The problem is simply that even the most intelligent, well informed, and sophisticated people can never genuinely comprehend the web of relations in systems as large and volatile as the financial system – and can never therefore more fully and accurately model such a system by assignment of conditional probabilities. Tightly coupled to the underlying conditional probability architecture, a Correlation Technology solution can flag and confirm as anomalies specific events also flagged in the purely Bayesian network – and rapidly identify the full set of relations between participating persons and institutions. With concurrence of the two independent systems, false-positives can be reduced, and all parties subject to these necessary monitoring functions can realize substantial reduction in 5 time and cost.
  • 6. Industry Solutions vs Correlation Technology CASE STUDY: Recruitment Brute Force Computation The Correlation Technology Solution The recruitment industry attempts to place job applicants into job positions, and vice versa, by utilizing a lexical brute force method called keyword search. The Correlation Technology recruitment solution works by discovering the set of relations connecting each candidate to a position, a company, and a workplace. To identify suitable candidates within a vast ocean of applicant resumes, most current industry software utilizes keyword search terms entered by unskilled recruiters to match candidate attributes to terms in job descriptions stored in databases. For human resource departments inundated with large volumes of indistinguishable resumes, this inflexible brute force method too often results in ideal candidates being overlooked and candidates being hired that have little chance to fit into a company, position, or a work environment. Keyword search has proved ineffective in reducing the number of resumes requiring manual review, and has not delivered the efficiencies expected of computerdriven technology solutions. Utilizing, on one side, the candidate resume, and all publicly-available resources about the candidate and, on the other side, the job description, company information, and workplace details, relevant data is decomposed into small pieces of meaningful information called Knowledge Fragments. From the Knowledge Fragments, “correlations” affirmatively linking chains of Knowledge Fragments are constructed. By discovering and ranking the most – and most positive - relations from candidate to position, company and workplace, the Correlation Technology solution can determine the best available candidate for the position, dramatically increasing employee retention success. 6
  • 7. The Correlation Technology Advantage For our partners and licensees, the basis of competitive advantage is the development of distinctive capabilities. Distinctive Capabilities The Correlation Technology Edge •Intellectual property rights • With an exclusive license to the fully-patented Correlation Technology Platform our partners will create their own intellectual property and own full rights to the software solutions they create for their vertical market sector implementation. • This will make enterprise technologies powered by Correlation Technology unique and difficult to replicate. There is no technology that can utilize data like 7 Correlation Technology. •Exclusive licenses •Partnerships
  • 8. The Correlation Technology Advantage Distinctive Capabilities The Correlation Technology Edge •Differentiation • Correlation Technology can power your applications to provide your customers with unique products or services. • Correlation Technology can help enterprises create non-standardized products, services and processes that can be modified to fit organization structure, clients, customers and consumers with unique needs. • Gain competitive edge by integrating Correlation Technology to add value and streamline your business processes. • Improve the acquisition and utilization of actionable intelligence and enhance data use to protect market share, increase barriers to entry and grow consumer base. • Each Correlation Technology-driven solution delivers a unique value proposition to customers. •Business Processes 8
  • 9. The Correlation Technology Advantage Resource-based View Knowledge is the most important value-creating asset an enterprise can utilize to gain competitive advantage. Correlation Technology provides enterprises with a revolutionary new way to utilize data, manage information, and develop richer, more in-depth insights into organizations, clients, customers, consumers and markets. Economies of Scale Since Correlation Technology Platform is a true software platform and not an end-user application, it can power a substantial number of different applications across many vertical market sectors, so long as the application can be technically validated by our R&D department. Tacit Knowledge Correlation Technology can allow expert and non-expert employees to operate with maximum efficiency by automating many manual processes used in current industry solutions. This minimizes the amount of tacit knowledge that must be handed down from employee to employee and sharply decreases the learning curve of new employees. Training costs are reduced and operational bottlenecks are eliminated. 9
  • 10. Be A Market Leader The main objective of every enterprise is to be the industry leader. This means adding value to your core competencies by being on the cutting edge of: • • • • • • Developing new business models Providing new products and services Utilizing new technologies Implementing innovative business processes Delivering a unique value proposition to customers Offering well-differentiated products or services Enterprises that adopt Correlation Technology can provide superior products or services that are unique and difficult to replicate. Correlation Technology-based solutions are sustainable and applicable to multiple situations, ensuring enterprises will continually be at the cutting edge of their industry. 10
  • 11. A number of uses for Correlation Technology have already been identified in more than twenty different vertical market sectors. If your enterprise can benefit from gaining a significant competitive edge by utilizing Correlation Technology, CALL OR EMAIL ASK FOR A LIVE WEBEX DEMONSTRATION Our team of consultants, technicians and analysts will work with you to discover how Correlation Technology can be applied to enterprise systems to gain competitive advantage. For Business Inquiries: Contact: Carl Wimmer carl@makesence.us Mobile: (702) 767-7001 For Technical Inquiries: Contact: Mark Bobick m.bobick@correlationconcepts.com Mobile: (702) 882-5664 11