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Practical Insight and Guides for Implementers & Leaders

In-depth guides, how-tos, case studies, explainers, checklists, interviews, technology overviews, promotions, and much more, all designed to help you be successful with AI, automation, and data

Articles

The Layers of Trustworthy AI

Anyone looking to use and/or develop AI systems need ways that maintain trust, provide visibility and transparency, and utilize processes and methods that can provide…
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Articles

Reasons for AI Project Failure: Overpromising & Underdelivering

One of the main reasons why AI Projects fail: Overpromising & Underdelivering The world of AI is full of exciting possibilities, but some of the…
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Articles

Top 10 Ethical Considerations for AI Projects

Artificial Intelligence is seen by many as a great transformative technology. However, as with any transformative technology the impacts on society can be tremendous. As…
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Articles

Top 9 Data Governance Best Practices

Data governance is the process of managing and protecting the availability, integrity, and security of an organization’s data. It is a critical component of any…
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Articles

11 things to consider when implementing ML Ops

As the markets for AI shift from those organizations that have the technical expertise required to build models from scratch to those organizations looking to…
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Articles

Top 10 Ethical Considerations for AI Projects

Artificial Intelligence is seen by many as a great transformative technology. However, as with any transformative technology the impacts on society can be tremendous. As…
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Articles

Common mistakes people make when evaluating data preparation solutions

Picking a data preparation solution is a crucial step in any big data analytics, ML or AI project, and unfortunately it’s one that is often…
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Articles

Top 10 things to consider when starting a Machine Learning project

Starting a machine learning project can be both exciting and daunting. However, with a bit of planning, preparation, and following best practices you can set…
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Articles

Diving into 8 big data applications for business

Big data is a term used to describe the large volume of structured and unstructured data that businesses collect on a daily basis. With the…
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Articles

10 examples of RPA applications across different industries

Robotic Process Automation (RPA) is a technology solution that has taken the business world by storm in recent years, and for good reason. RPA can…
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Articles

What to Consider When Selecting a Data Engineering Solution

As a business owner or manager, you know that data is a critical component of making informed decisions and driving growth. There are many approaches…
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Articles

10 examples of NLP applications across different industries

Natural Language Processing (NLP) is a rapidly growing field that is revolutionizing the way we interact with technology. As part of the conversational pattern of…
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Successful AI

What is the Certified Professional in AI Project Management (CPMAI) Certification?

Just because over 80% of AI projects fail doesn’t mean yours should.
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AI & Data Best Practices

Established Best Practices for AI & Data Project Management

Taking the Data-Centric Approach to AI What is Data Project Management? AI projects, brimming with potential, often face a high failure rate despite abundant talent…
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AI & Data Best Practices

The Critical AI and Data Skills you need as a Project Manager

AI Project Management: Essential Skills for Success What Skills Do You Need for an AI Project Manager? In the dynamic world of AI project management,…
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AI & Data Best Practices

The Five Steps for an AI Project: What you’re missing

Embarking on the AI Project Journey: Beyond the Basics In the rapidly evolving realm of artificial intelligence (AI), managing projects effectively is not just a…
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AI & Data Best Practices

How to apply CRISP-DM to AI and big data projects

Applying CRISP-DM and CPMAI to AI and Big Data Projects In our digital age, where data is as vast as the ocean, every business, big…
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AI & Data Best Practices

Does Agile Work for Machine Learning?

Up to 80% of AI projects are failing, even in tech-forward firms that have implemented Agile in its most advanced and deepest forms. So, does…
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AI & Data Best Practices

Why Can’t I use Agile or CRISP-DM to manage AI and Data Projects?

In the fast-paced world of AI and data projects, choosing the right project management method is like picking the right tool for a space mission…
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AI & Data Best Practices

The ROI of a CPMAI Certification

CPMAI Certification: A Strategic Investment in Your Future
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AI & Data Best Practices

Top 10 Reasons Why AI Projects Fail

Why do so many AI projects crash and burn?
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AI & Data Best Practices

How can I earn PDUs for PMP and other PMI Certifications with CPMAI?

Earn PDUs for PMP and other PMI Certifications with CPMAI training and certification.
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AI & Data Best Practices

How does a CPMAI certification enhance my career?

CPMAI certification is your key to mastering AI project management
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AI & Data Best Practices

Is the CPMAI Certification worth it?

Is the CPMAI Certification Worth it?  We might be slightly biased, but the answer is absolutely, resoundingly YES! What is CPMAI? A Game-Changer in AI…
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Machine Learning Tools

The Seven Patterns of AI

There are 7 common patterns of AI applications that apply to all AI use cases.
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Newsletter

Assisted Intelligence vs. Augmented Intelligence

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here In the conversation around the application and…
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Video

Explainer Video: What is Augmented Intelligence?

Have you heard the term “Augmented Intelligence” and wondered what it’s all about? In this explainer video, Cognilytica analysts Kathleen Walch and Ronald Schmelzer explain…
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AI Market Research

You’ve Heard of Robots; What are Cobots?

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Czech writer Karel Čapek first coined the…
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Newsletter

Chasing the Elusive Machine Learning Platform

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here: If you have been following the breathless…
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AI Market Research

You’ve Heard of Robots; What are Cobots?

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Czech writer Karel Čapek first coined the…
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Newsletter

How Autonomous Vehicles Fit into our AI-Enabled Future

Have you ever dreamed of the day where your car could drive for itself freeing you to do other things, such as reading, catching up…
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Newsletter

AI & Blockchain: Double the Value or Double the Hype?

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here: Artificial Intelligence (AI) is not the only…
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Articles

The Layers of Trustworthy AI

Anyone looking to use and/or develop AI systems need ways that maintain trust, provide visibility and transparency, and utilize processes and methods that can provide…
Learn More   →
Newsletter

Ethical Concerns of AI

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Artificial Intelligence is seen by many as…
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Ethical & Responsible AI

Explainer Video: What is Explainable AI (XAI)?

Artificial Intelligence systems are being used more and more in our everyday lives to help us humans make decisions. Right now many AI algorithms are…
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Automation

The Vision of Fully Autonomous Business Process (ABP)

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here A few months ago, Cognilytica released a…
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Automation

Automation is Not Intelligence

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here The AI Hype Train Has Left the…
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Automation

Intelligent Process Automation: The 4 Levels of AI-Enablement

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Solving Increasingly Harder to Automate Tasks During…
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AI Market Research

Intelligent Process Automation Market Report 2018

Document ID: CG014 | Last Updated: Jan. 29, 2018 Robotic Process Automation (RPA)  is making significant improvements into company’s operations by replacing rote human activity…
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Analytics

Not all Machine Learning (ML) Is Artificial Intelligence (AI): Part II

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here One of the great things about being…
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AI & Data Best Practices

How to apply CRISP-DM to AI and big data projects

Applying CRISP-DM and CPMAI to AI and Big Data Projects In our digital age, where data is as vast as the ocean, every business, big…
Learn More   →
AI & Data Best Practices

Why Can’t I use Agile or CRISP-DM to manage AI and Data Projects?

In the fast-paced world of AI and data projects, choosing the right project management method is like picking the right tool for a space mission…
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Big Data Platforms

No, Data is NOT the New Oil

In our many travels, conferences, speaking engagements, and other interactions with customers, technology vendors, press and others, we seem to often hear the same refrain:…
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AI & Data Best Practices

To Be AI-First you Need to be Data-First

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here One of the core things we focus…
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AI Market Research

Voice Assistant Benchmark 2.0 (2019)

Document ID: CGR-VAB19 | Last Updated: August 31, 2019 Voice assistants are voice-based conversational interfaces paired with intelligent cloud-based back-ends. The device itself provides basic…
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Natural Language Processing

Voice Assistant Benchmark 1.0 – July 2018 Results

Cognilytica Voice Assistant Benchmark Version 1.0 Tests conducted July 2018 Jump to section: Voice Assistant Benchmark Overview July 2018 Benchmark Questions & Results Benchmark Configuration…
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AI Market Research

Voice Assistant Benchmark 1.0 (2018)

Document ID: CGR-VAB18 | Last Updated: July 31, 2018 Voice assistants are voice-based conversational interfaces paired with intelligent cloud-based back-ends. Examples of voice assistants include…
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Natural Language Processing

Announcing the Voice Assistant Benchmark 1.0 July 2018 Results

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here We’re excited to announce today the latest…
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Natural Language Processing

The Implications of Google Duplex

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here The recent demonstration of Google Duplex by CEO…
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AI Market Research

Data Engineering, Preparation, and Labeling for AI 2019

Document ID: CGR-DE100 | Last Updated: Jan. 31, 2019 It has always been the case that garbage in is garbage out in computing, but it…
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Featured Research

50 US Federal Government AI Influencers [2019]

The US Federal Government continues to invest in AI and move the industry forward. In this post, Cognilytica shares some of the key people in…
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AI Fundamentals

What is Artificial Intelligence?

Cognilytica is excited to share the “What is Artificial Intelligence” white paper we wrote in collaboration with the Consumer Technology Association (CTA) in 2018. Read…
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Use Cases & Application

Further Evidence of AI’s Transformation of Different Industries

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here If you’ve been following coverage of artificial…
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Use Cases & Application

AI in the Context of Digital Transformation

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here In the enterprise, no buzzword is as…
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Use Cases & Application

The Race for AI Dominance is More Global Than you Think

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here When people hear about the race for…
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AI Market Research

20 AI-Focused Podcasts to Listen To

Cognitive technologies are advancing at a rapid pace and it’s hard to always keep up to date on everything.  That’s why Cognilytica has compiled a…
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Newsletter

Following the broad impact of AI on Industries

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here If you’ve been following coverage of artificial…
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AI Market Research

Explainer Video: The Six Levels of Autonomous Vehicles

Did you think that all autonomous vehicles are the same? In this explainer video, Cognilytica analysts Kathleen Walch and Ronald Schmelzer explain the six levels…
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Newsletter

Smart Speakers? Meh. Intelligent Assistants? Yeah!

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Ever since the launch of Amazon’s Echo…
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Newsletter

The Implications of the First Fatal Autonomous Vehicle Accident

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here: On Sunday, March 18, 2018, an autonomous…
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Newsletter

The Cognilytica Voice Assistant Benchmark

This post was featured in our Cognilytica Newsletter, with additional details. Didn’t get the newsletter? Sign up here Out with Chatbots, In with Conversational Interfaces…
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