Market Intelligence has been a central part to a company's strategy since a long time. However, it hasn't evolved fast enough to support today's dynamic environment.
BRIDGEi2i with its Contextual Market Intelligence solutions, provides actionable insights into your target market by marrying domain knowledge, technological expertize and enablement and Analytics capabilities.
Contextual intelligence deals with the practical application of knowledge and information to real-world situations, and can be defined as:“the capacity to exploit business moments and operational events in a way that enables to make informed decisions and take effective action in varied, changing and uncertain situations”.
The future business value will accrue to those who are able to lever contextual intelligence and build sustainable intelligent enterprises and ecosystems.
Presented for TTI Vanguard "Shift Happens" conference (http://bit.ly/TTIVshifthappens) visit to PARC, this represents a slice of some of our work in contextual intelligence.
This presentation contains an outline for the creation of a new type of legal information service: a Themisplaza Marketplace. A Marketplace for legal content, added value apps and personalized legal services.
It is based on the premise that actors in the legal information field and developers are prepared to collaborate in an endeavor that is beneficial for them and their clients.
This takes a look at the architectural constructs that are used for building business intelligence systems and how they are used in business processes to improve marketing, better serve customers, and maximize organizational efficiency.
The Future of Business Intelligence: Data VisualizationKristen Sosulski
Kristen Sosulski
The future of business intelligence: Data Visualization
How can data visualization be used as a platform to reveal intelligent insights and help business analysts make timely decisions? In this talk, Kristen Sosulski will discuss the opportunities for personalized, location aware, context relevant, and platform independent information visualizations as a toolkit for business analysts.
Contextual intelligence deals with the practical application of knowledge and information to real-world situations, and can be defined as:“the capacity to exploit business moments and operational events in a way that enables to make informed decisions and take effective action in varied, changing and uncertain situations”.
The future business value will accrue to those who are able to lever contextual intelligence and build sustainable intelligent enterprises and ecosystems.
Presented for TTI Vanguard "Shift Happens" conference (http://bit.ly/TTIVshifthappens) visit to PARC, this represents a slice of some of our work in contextual intelligence.
This presentation contains an outline for the creation of a new type of legal information service: a Themisplaza Marketplace. A Marketplace for legal content, added value apps and personalized legal services.
It is based on the premise that actors in the legal information field and developers are prepared to collaborate in an endeavor that is beneficial for them and their clients.
This takes a look at the architectural constructs that are used for building business intelligence systems and how they are used in business processes to improve marketing, better serve customers, and maximize organizational efficiency.
The Future of Business Intelligence: Data VisualizationKristen Sosulski
Kristen Sosulski
The future of business intelligence: Data Visualization
How can data visualization be used as a platform to reveal intelligent insights and help business analysts make timely decisions? In this talk, Kristen Sosulski will discuss the opportunities for personalized, location aware, context relevant, and platform independent information visualizations as a toolkit for business analysts.
HLEG thematic workshop on measuring economic, social and environmental resili...StatsCommunications
HLEG thematic workshop on Measuring economic, social and environmental resilience, 25-26 November 2015, Rome, Italy, More information at: http://oe.cd/StrategicForum2015
How to Monetize Your Data Assets and Gain a Competitive AdvantageCCG
Join us for this session where Doug Laney will share insights from his best-selling book, Infonomics, about how organizations can actually treat information as an enterprise asset.
Creating a Data-Driven Organization, Crunchconf, October 2015Carl Anderson
What does it mean for an organization to be data-driven? How does an organization get there? Many organizations think that they are data-driven but the reality is that few genuinely are and that we could all do better. In this talk, I cover what it truly means to be data driven. The answer, it turns out, is not to do with the latest tools and technologies (although they can help) but having an appropriate data culture than spans the whole organization, where data is accessible broadly, embedded into operations and processes, and enables effective decision making. In this presentation, I dissect what an effective data-driven culture entails, covering facets such as data leadership, data literacy, and A/B testing, illustrating concepts with examples from different industries as well as personal experience.
How familiar are you with bimodal IT? What is the state of bimodal IT in your organization? What is the top reason to not pursue bimodal IT? What is the top reason to pursue bimodal IT? Is bimodal IT a good strategy for your organization? Do you think bimodal IT is still relevant today? What is your biggest challenge in adopting just Mode 2 (fast)?
This workshop presentation from Enterprise Knowledge team members Joe Hilger, Founder and COO, and Sara Nash, Technical Analyst, was delivered on June 8, 2020 as part of the Data Summit 2020 virtual conference. The 3-hour workshop provided an interdisciplinary group of participants with a definition of what a knowledge graph is, how it is implemented, and how it can be used to increase the value of your organization’s datas. This slide deck gives an overview of the KM concepts that are necessary for the implementation of knowledge graphs as a foundation for Enterprise Artificial Intelligence (AI). Hilger and Nash also outlined four use cases for knowledge graphs, including recommendation engines and natural language query on structured data.
Digital Strategy Environmental Scan for the Concordia University Digital Stra...Megan Hurst
Athenaeum21 (A21) is pleased to announce the public release of the “Digital Strategy Environmental Scan” report. The report was commissioned by the Concordia University Digital Strategy Committee, and has been publicly shared via its website. The committee is charged with creating a path-breaking digital strategy for Concordia University and has undertaken work “to determine what actions we need to take to become a next-generation university that embraces the digital reality of our students, faculty, researchers, staff and life in general.”
Concordia University selected A21 to research higher education institutions’ and industries’ approaches to strategically managing all aspects of digital transformation. The committee charged A21 with conducting a broad and deep examination of how and why digital strategies in a range of organizations succeed, and also why they “fail.” A21 conducted a literature review, web review, and interviews with thought leaders and practitioners in digital transformation and digital literacy in higher education, non-profits, and corporations. Interviewees included Dr. Jill Leafstedt, of Teaching and Learning Innovations, California State University, Channel Islands; digital literacy researcher and expert Dr. Monica Bulger; Michael Edson of the UN Live Museum; Dr. Gerald Kane, digital transformation researcher and professor of business at Boston College; Daniel Greenstein of the Bill and Melinda Gates Foundation; Dr. Melissa Highton, of the University of Edinburgh; Sarah Knight, Jisc; and Tore Burheim, University of Bergen.
A21 defines “digital strategy” as “a plan of action for the adoption of institutional processes and practices to transform the organization and culture to effectively and competitively function in an increasingly digital world.” The report provides examples of successful practices undertaken by organizations actively managing digital transformation in Canada, the United States and Europe, as well as examples of so-called “failure.” The answers as to why digital strategies succeed or fail are complex, but all hinge on six key elements that A21 identified during the research phase: People, Culture, Leadership, Organizational Alignment, followed by Data, and Technology.
Analytics is all about course correcting the future. While this starts with accurate predictions of the future, without resultant actions steering the future toward company goals, knowing that future is academic. Successful companies must be grounded in successful data-based prescription. In this webinar, William will present a data maturity model with a focus on how analytic competitors outdo the competition by looking forward to a data-influenced future.
It seems the world is all fascinated with amazing insight from Big Data... but we all know what really matters is the VALUE unlocked from those insights...
Too often we assume that smart people will know what to do if the Masters of Data Science unloads new wisdom on the business. The reality is we have to empower the ultimate people who have to act on these new insights with processes and business levers that also smarter.
In this presentation, we explore what is the difference between insight and value... the difference between a finding that is interesting, and a finding that has impact.
The presentation captures a career of learnings in Big Data and Advanced Analytics as the Lead Partner who established and led Deloitte's Advanced Analytics practice in WA
This is a presentation I gave at the Fluoro Safety Conference 2015
The talk explores where data can help detect human behavior that may help identify early interventions before mental health issues become a risk factor
If you want to develop high performance results you first need to develop high performance thinking. Here are a collection of beliefs that you can reflect on and cultivate that will help you develop a high performance thinking mindset. I call them High Performance Maxims.
HLEG thematic workshop on measuring economic, social and environmental resili...StatsCommunications
HLEG thematic workshop on Measuring economic, social and environmental resilience, 25-26 November 2015, Rome, Italy, More information at: http://oe.cd/StrategicForum2015
How to Monetize Your Data Assets and Gain a Competitive AdvantageCCG
Join us for this session where Doug Laney will share insights from his best-selling book, Infonomics, about how organizations can actually treat information as an enterprise asset.
Creating a Data-Driven Organization, Crunchconf, October 2015Carl Anderson
What does it mean for an organization to be data-driven? How does an organization get there? Many organizations think that they are data-driven but the reality is that few genuinely are and that we could all do better. In this talk, I cover what it truly means to be data driven. The answer, it turns out, is not to do with the latest tools and technologies (although they can help) but having an appropriate data culture than spans the whole organization, where data is accessible broadly, embedded into operations and processes, and enables effective decision making. In this presentation, I dissect what an effective data-driven culture entails, covering facets such as data leadership, data literacy, and A/B testing, illustrating concepts with examples from different industries as well as personal experience.
How familiar are you with bimodal IT? What is the state of bimodal IT in your organization? What is the top reason to not pursue bimodal IT? What is the top reason to pursue bimodal IT? Is bimodal IT a good strategy for your organization? Do you think bimodal IT is still relevant today? What is your biggest challenge in adopting just Mode 2 (fast)?
This workshop presentation from Enterprise Knowledge team members Joe Hilger, Founder and COO, and Sara Nash, Technical Analyst, was delivered on June 8, 2020 as part of the Data Summit 2020 virtual conference. The 3-hour workshop provided an interdisciplinary group of participants with a definition of what a knowledge graph is, how it is implemented, and how it can be used to increase the value of your organization’s datas. This slide deck gives an overview of the KM concepts that are necessary for the implementation of knowledge graphs as a foundation for Enterprise Artificial Intelligence (AI). Hilger and Nash also outlined four use cases for knowledge graphs, including recommendation engines and natural language query on structured data.
Digital Strategy Environmental Scan for the Concordia University Digital Stra...Megan Hurst
Athenaeum21 (A21) is pleased to announce the public release of the “Digital Strategy Environmental Scan” report. The report was commissioned by the Concordia University Digital Strategy Committee, and has been publicly shared via its website. The committee is charged with creating a path-breaking digital strategy for Concordia University and has undertaken work “to determine what actions we need to take to become a next-generation university that embraces the digital reality of our students, faculty, researchers, staff and life in general.”
Concordia University selected A21 to research higher education institutions’ and industries’ approaches to strategically managing all aspects of digital transformation. The committee charged A21 with conducting a broad and deep examination of how and why digital strategies in a range of organizations succeed, and also why they “fail.” A21 conducted a literature review, web review, and interviews with thought leaders and practitioners in digital transformation and digital literacy in higher education, non-profits, and corporations. Interviewees included Dr. Jill Leafstedt, of Teaching and Learning Innovations, California State University, Channel Islands; digital literacy researcher and expert Dr. Monica Bulger; Michael Edson of the UN Live Museum; Dr. Gerald Kane, digital transformation researcher and professor of business at Boston College; Daniel Greenstein of the Bill and Melinda Gates Foundation; Dr. Melissa Highton, of the University of Edinburgh; Sarah Knight, Jisc; and Tore Burheim, University of Bergen.
A21 defines “digital strategy” as “a plan of action for the adoption of institutional processes and practices to transform the organization and culture to effectively and competitively function in an increasingly digital world.” The report provides examples of successful practices undertaken by organizations actively managing digital transformation in Canada, the United States and Europe, as well as examples of so-called “failure.” The answers as to why digital strategies succeed or fail are complex, but all hinge on six key elements that A21 identified during the research phase: People, Culture, Leadership, Organizational Alignment, followed by Data, and Technology.
Analytics is all about course correcting the future. While this starts with accurate predictions of the future, without resultant actions steering the future toward company goals, knowing that future is academic. Successful companies must be grounded in successful data-based prescription. In this webinar, William will present a data maturity model with a focus on how analytic competitors outdo the competition by looking forward to a data-influenced future.
It seems the world is all fascinated with amazing insight from Big Data... but we all know what really matters is the VALUE unlocked from those insights...
Too often we assume that smart people will know what to do if the Masters of Data Science unloads new wisdom on the business. The reality is we have to empower the ultimate people who have to act on these new insights with processes and business levers that also smarter.
In this presentation, we explore what is the difference between insight and value... the difference between a finding that is interesting, and a finding that has impact.
The presentation captures a career of learnings in Big Data and Advanced Analytics as the Lead Partner who established and led Deloitte's Advanced Analytics practice in WA
This is a presentation I gave at the Fluoro Safety Conference 2015
The talk explores where data can help detect human behavior that may help identify early interventions before mental health issues become a risk factor
If you want to develop high performance results you first need to develop high performance thinking. Here are a collection of beliefs that you can reflect on and cultivate that will help you develop a high performance thinking mindset. I call them High Performance Maxims.
When objects start to play an active role and ‘smart things’ begin to enrich our data, our capability as humans to make smarter decisions increases multifold.
At InsightNG, we’re always thinking about the future. While our innovative platform has the potential to help solve real and complex problems, we’re aiming higher: we’re determined to empower everyone we touch. Our vision is to help people improve their understanding of the complex challenges or subject matter they encounter every day - whether at school, work or at home.
At InsightNG we’re excited at the possibility of bridging the gap between people and technology: bringing together the wealth of human experience and knowledge and the incredible advances of technology to create something altogether new.
We anticipate a future where people and intelligent technology work together to solve specific problems and challenges – your challenges. The technology we’ve developed, Your Smartest Friend, understands your life, your context.
Our ultimate goal is to create the Cognitive Fabric of a Global Brain, that harnesses distributed intelligence to facilitate the expansion of human understanding and the flexibility in the way each of us perceives the challenges we face.
This discussion document is intended to share our thinking and seek out like-minded individuals or organizations who would like chat or collaborate around areas of mutual interests.
Beat the Competition With the Right Intelligence ToolsAffiliate Summit
How merchants can provide affiliates with the same competitive intelligence smarts that top marketers deploy on paid / organic search and display ads, plus the impact of PLA’s on affiliate page rank.
Combining Analytics and Experience For Digital DifferentiationAT Internet
Intervention de James McCormick, Principal Anlayst, Forrester Research lors du Digital Analytics Forum, événement AT Internet du 25 octobre 2016.
À l'ère des stratégies customer-centric, les entreprises doivent adopter une approche guidée par l'analytics pour proposer aux clients une expérience optimale pendant les phases d'engagement sur leurs dispositifs digitaux.
In this session, you will see a demo of Oracle Business Intelligence Visual Analyzer, taking a real-world business use case from end to end, to learn how straightforward it is to tell a compelling story with data and prototype with greater speed, while gaining insights into information with this new cutting-edge data visualization access.
Critical Competitive Intelligence Tools and Tricks - August 2011WriterAccess
To compete in today's fierce marketplace, you need a competitive edge with insightful information, meaningful metrics and dollar-producing data that helps you find the fastest path to growing your business organically–the content marketing way. Let's face it–the right data can save you a lot of time and money.
Join SpyFu founder Mike Roberts and ideaLaunch founder Byron White for this month's Content Marketing Webinar focused on killer competitive intelligence tools, tricks and resources you can use to discover important insights about your customers, competitors and even your friends (and enemies).
From PPC patterns to social media behaviors to organic market share analysis, get the competitive information you want and need to make critical decisions at your fingertips.
In this webinar, you'll learn:
The top 10+ competitive intelligence tools and resources
A competitive intelligence methodology for content plans
A competitive intelligence methodology for SEO plans
PPC keyword and campaign tools for competitive intelligence research
Threat Intelligence Tweaks That'll Take Your Security to the Next LevelRecorded Future
Addictive, isn’t it? Hunting threats. Remediating vulnerabilities. Tirelessly staying abreast of the latest threat intelligence.
And as your knowledge grows, you realize how much more you could be doing to keep your organization safe. So now that you have the fundamentals covered, what’s next?
With these three threat intelligence tweaks, you can take your cyber security from the basics to the world-class level.
The essence of putting digital at work in a ‘transformative’ way is to ensure that data and insight are embedded into an automated process that connects divisions, back office and front office to eliminate manual processes and more effectively engage customers, partners or employees. With advances in machine learning, prescriptive analytics and mobile practices, businesses have the tools to re-design their customer experiences and deliver contextualized, self-directed journeys across all channels that foster loyalty and encourage advocacy. This session will review the components of an effective digital platform alongside the new technologies available to gather customer data, analyze it and derive actionable insights for individual customer’s experience optimization.
The Softer Skills Analysts need to make an impactPaul Laughlin
25 min presentation given at London Business School, to the OR Society's Analytics Network. Summarising Laughlin Consultancy's 9 step model of Softer Skills for Analysts.
You had a strategy. You were executing it. You were then side-swiped by COVID, spending countless cycles blocking and tackling. It is now time to step back onto your path.
CCG is holding a workshop to help you update your roadmap and get your team back on track and review how Microsoft Azure Solutions can be leveraged to build a strong foundation for governed data insights.
Gramener is always on the lookout for talent who like to work with numbers and aspire to be the Algorithm Translators.
This deck is presented to cohorts at IIM's and other B School as part of Gramener company overview session.
Sage Business Intelligence Solutions ComparisonRKLeSolutions
This presentation outlines the differences between Sage Intelligence (SI) and Sage Enterprise Intelligence (SEI) for Sage 100, Sage 500 ERP and Sage X3.
At Axtria, we provide world-class training, support and growth prospects - all crafter to build on your unique skills and outline your success. You will be in a highly collaborative culture among a bunch of the most talented and visionary folks in the industry.
Data analytics for the mid-market: myth vs. realityDeloitte Canada
Every mid-market company has data. Data that offers insight to help solve the business issues that matter most.
So why have so few mid-market companies taken the first step? Lack of comfort? Unclear outcomes? Not sure where to start? Analytics helps mid-market companies make smarter business decisions leading to increased productivity, profitability and competitiveness.
Dispel the myths. Recognize the possibilities. Squeeze more out of your data.
How to sustain analytics capabilities in an organizationSAS Canada
This presentation is part of Analytics Management Series that is designed to suggest paths towards effective decision-making in order to help sustain and grow analytical capabilities. It features thought leaders who actively manage complex analytical environments who share their best practices. How to sustain analytics capabilities in an organization features Daymond Ling, Senior Director, Modelling & Analytics (CIBC) on how organizations who want better performance and less problems can use data to their advantage.
Uncover how your business can save money and find new revenue streams.
Driving profitability is a top priority for companies globally, especially in uncertain economic times. It's imperative that companies reimagine growth strategies and improve process efficiencies to help cut costs and drive revenue – but how?
By leveraging data-driven strategies layered with artificial intelligence, companies can achieve untapped potential and help their businesses save money and drive profitability.
In this webinar, you'll learn:
- How your company can leverage data and AI to reduce spending and costs
- Ways you can monetize data and AI and uncover new growth strategies
- How different companies have implemented these strategies to achieve cost optimization benefits
Navigating the Data Era: Business Analytics & DevelopmentCatherine William
Discover the transformative power of business analytics services and application development in today's data-driven landscape. Explore the essence of Business Intelligence, understand the data and analytics process, and uncover the strategic impact of data-driven decisions. Learn how Impressico Business Solutions empowers businesses to navigate the complexities of the digital age. https://www.impressico.com/services/offerings/data-analytics-bi/
Analytics Gym®, help in identifying promising analytics use-cases, discover/ evaluate relevant data, assess technology capabilities, recommend changes and provide the right analytics approach to achieve the business goals.
Susan Cordts, President/CEO of Adaptive Technologies, Inc. (ATi) provided this presentation to attendees of the American Marketing Association Phoenix meeting on August 27, 2008. The presentation details analytics, customer values and how to target the right customer, at the right time, with the right message and media.
In this case study learn how BRIDGEi2i helped a Fortune 100 Technology company to develop an algorithm that simulates demand signals by associating a buffer inventory need for every SKU and to build a tracking mechanism that ensures optimality.
In this case study learn how BRIDGEi2i helped the world's largest Contract Manufacturer to quantify the impact of demand signal variation on capacity utilization and to build a predictive algorithm to counter demand & supply uncertainties and provision linear Capacity Utilization.
In this case study learn how BRIDGEi2i helped a Fortune 500 Technology company to develop a mobile-enabled dashboard to identify root cause to Throughput, Utilization and Yield metrics and delivered Real-time reporting using the Line Operations system
In this case study learn how BRIDGEi2i helped a Fortune 100 Technology company to leverage a Teradata environment to pull Bookings, Builds and Shipment information onto 1 platform and to correlate supply chain health with KPIs, Inventory and Backlog – REAL-TIME.
In this case study learn how BRIDGEi2i helped a Fortune 100 Technology company to develop an algorithm that identifies patterns in Direct Customer bookings
and to develop a unique forecasting model for just Direct customers.
In this case study learn how BRIDGEi2i helped the Software Division of a Fortune 100 Technology company to develop an algorithm to forecast revenue from SW at a product level and to understand revenue forecasts from licensing and delivery dimensions.
In this case study learn how BRIDGEi2i helped a Fortune 500 Consumer, Technology company to understand patterns in New Product Introduction and how data can be leveraged for the same
In this case study learn how BRIDGEi2i helped a Fortune 100 Technology company to understand patterns in New Product Introductions and use this understanding for better insights into planning demand for NPIs
Digital has evolved into a major channel for organizations. From online selling to educational resources or engaging with customers, a online presence has become indispensable for organizations to compete in today's world.
BRIDGEi2i, with its Web Analytics Solution helps you manage your entire online presence across the entire analytics lifecycle.
From descriptive reporting of incoming traffic and your website quality to insights into visitor profiling and predicting visitor intent, BRIDGEi2i will partner with you to engage your visitors better.
Website path analyses, recommendation systems will help you sell and engage your customers and prospects in a personalized manner.
The Client is one of the world’s largest golf entertainment companies with assets in 11 cities across US and UK. As an initiative to improve their brand presence and perception, The Client is interested in (a) understanding the reach of its social media promotion activities and (b) innovative methods to identify & manage consumer sentiments as soon as a negative event has been triggered.
An overwhelming choice of applications, websites and digital platforms leaves our customers with multiple interaction channels and devices to connect with organizations. In a digitally connected economy, businesses need to represent a “single view” of the brand to the customer. The key here is to integrate customer information from multiple touch points and get a 360 degree view of the customer
This presentation talks about BRIDGEi2i’s Customer Experience Tracking Platform – ExTrack and how it could help businesses with near-real-time actionable recommendations for improving customer experience.
In the past decade, the HR function has undergone a significant transformation. It has evolved from being a support function to a strategic business driver. Modern day HR’s can leverage plethora of data that to manage Employee Engagement. This Flyer gives an overview about the key features of BRIDGEi2i’s Employee Analytics Management Solution - EmPOWER
In the past decade, the HR function has undergone a significant transformation. It has evolved from being a support function to a strategic business driver. Modern day HR’s can leverage plethora of data that to manage Employee Engagement. This presentation describes in detail about BRIDGEi2i’s offering on Employee Engagement Analytics and how HR’s can leverage the data eco system to get granular insights for improving Employee Engagement with snapshots of key deliverables
In the past decade, the HR function has undergone a significant transformation. It has evolved from being a support function to a strategic business driver. Modern day HR’s can leverage plethora of data that to manage Employee Engagement. This presentation provides a sneak peak in to the key deliverables of BRIDGEi2i’s Employee Engagement Analytics Solution - EmPOWER
In the past decade, the HR function has undergone a significant transformation. It has evolved from being a support function to a strategic business driver. Modern day HR’s can leverage plethora of data that to manage Employee Engagement. This presentation describes about BRIDGEi2i’s offering on Employee Engagement Analytics and how HR’s can leverage the data eco system to get granular insights for improving Employee Engagement
BRIDGEi2i has frameworks to establish Analytics CoE for Supply Chain functions within organizations. Demand planning solution of BRIDGEi2i aims at using advanced statistical forecasting coupled with real-time decision engines models for demand planning, inventory optimization.
Analytics has demonstrably helped transform supply chains in the modern enterprise. Across Procurement, Planning and Operations functions, organizations have benefited from leveraging analytics to optimize business processes and cultivate a data-driven decision making practice. At BRIDGEi2i, we help organizations get the best out of their data assets to address key supply chain challenges.
The consumer has been the king for quite a while now. Why then are organizations struggling to engage the consumer, personalize its offering and maximize the value that they can realize.
BRIDGEi2i presents a comprehensive, end to end Consumer Analytics solution that helps you know your consumer better, predict purchasing decisions and personalize recommendations
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
4. Data overload,
but not all data is
good data
Data available, but
not aligned to
business needs
Data available,
but as blackbox
Multiple data leading to
multiple versions of truth
leading to confusion
Challenges Today?
5. How can we GROW
our business if we all
of us confused about
the opportunity
Impact on Business?Don’t know the
TRUTH…regional sales
plan are different from
WW Strategic plan
Opportunity forecast is
wasted… market
definition is not
ALIGNED to our business
We missed the boat …
we need a HOLISTIC
view of our opportunity
Don’t TRUST the
forecast…. We are
losing market share
Ability to accurately forecast market opportunity is becoming critical to business success
6. Solutions available are incomplete.. they lack context
Full visibility
Transparency
Action-ablility
Alignment to Biz Needs
Timeliness
8. Domain Analytics
Technology
Accurate, Transparent,
Defensible
Predictive analytics to ensure
accuracy, clarity and
defensibility
Alignment, Addressable,
Comprehensive
Domain research to ensure
comprehensiveness and
alignment with business need
Granular, Accessible, Timely
Technology tools to make insights
accessible and actionable across the
organization
Perfect mix of right ingredients
11. Driver relation map
trends
Source identification
and classification
Addressable market
definition
Source 1 2 3 Biz
Market driver
identification
TAM
Collect & compile
12. Statistical models to
identify importance
and impact of drivers interpret results
to derive insights
Comprehensive
analysis
Process
Transparency
Defensible insights
Adjust forecasting
algorithms to better
address business
needs
Analyze & interpret
13. Visibility across
geography
Visibility across
product lines
Visibility across
business functions
Customize
visualization/interactive
dashboards for effective
communication and easier
interpretation of insights
Personalize & communicate
14. Identify
Track market trends
and identify evolving
landscape
Decipher
Understand
competitive threats
Gamify
Build scenarios,
enable collaborate
to drive effective
execution of
strategic initiatives
Track & enhance
15. Domain Analytics
Technology
Analytics Expertise: Resource
Optimization and Behavioral
Modeling. Library of ready to
use statistical models and
algorithms
Domain Expertise: Enterprise
software | Enterprise
Networking |Enterprise
Hardware | Semiconductor
| IT Services
Technology capabilities across:
Data management, Visualization,
Automation
BRIDGEi2i Expertise
16. Solve
Frameworks to understand business
problems and challenges and
identify suitable solutions
Simplify
Tools, technology and algorithms to
simplify the process of generating
and communicating insights
Sustain
Combination of process, people
and technology to operationalize
data driven decisions and enable
sustainable business value
Engagement Framework
17. Domain Expertise
& Frameworks
Align insights to
business context
Analyze knowledge & interpret
results to derive actionable
insights
Predictive Analytics
Algorithms
Remove guesswork &
blackbox forecast
Customizable library of forecast
algorithms to identify relationship
& uncover patterns
Data Visualization Expertise
Display, engage & communicate
Interactive & context aligned visualization to
effectively address stakeholder requirements
Center of Excellence
COE approach to
continuously track
process effectiveness &
identify/implement
required enhancements
Problem solving
framework & expertise
Domain expertise & frameworks to
understand business challenges
Collaboratively define business
taxonomy & identify data sources
Data collection &
compilation tools
Social listening, text mining &
sentiment analysis tools
Survey design/execution expertise
Market Insights Solutions
Solve Simplify Sustain
18. Add Context to your Market Intelligence
BRIDGEi2i Market Insights Solution