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# Scott Ambler

Keynote Speaker, Author & Methodologist

## Sitemaps

- [XML Sitemap](https://scottambler.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Artificial Intelligence (AI)-Assisted Writing is Here](https://scottambler.com/ai-assisted-writing-is-here/) - Professional writers are now using artificial intelligence (AI) in practice, and we can't tell the difference.
- [The Data-Driven Enterprise: Are You Ready?](https://scottambler.com/data-driven-enterprise/) - A data-driven enterprise is one in which decision makers seek, and then consider relevant data when making their decisions.
- [Data Cleansing: Applying the 5 Whys To Get to the Root Cause](https://scottambler.com/data-cleansing-5-whys/) - Data scientists spend 80% of their time data cleansing , which is clearly problematic. I identify the root cause of this problem and describe a better strategy.
- [Process Patterns Frequently Asked Questions (FAQ)](https://scottambler.com/process-patterns-faq-2/) - This blog answers several frequently asked questions about process patterns and organizational patterns and their application in practice.
- [The time to fight back against AI is now](https://scottambler.com/fight-back-against-ai/) - AI pessimists warn that AIs will take our jobs away. AI optimists tell us AIs/robots will usher in a new workplace paradise. It will be somewhere in between.
- [The History of the Unified Process](https://scottambler.com/unified-process-history/) - The Unified Process process started in 1988 with Objectory and ended in the early 2010s when IBM sunsetted support for RUP.
- [Project Status Reports: Quantum Shifting](https://scottambler.com/quantum-shifting/) - When a project status shifts from green to red, particularly when this happens suddenly without much or any warning, we say that it has "quantum shifted."
- [Project Status Reports: Green Shifting](https://scottambler.com/green-shifting/) - In written project status reports information "green shifts", it improves the more management layers it goes through between source and final recipient.
- [Why I Use the Term “Initiative” Rather than “Project”](https://scottambler.com/initiative/) - The term initiative is more inclusive of the range of work being performed in organizations. The term project is too narrow given how it is used in practice.
- [Capturing Your Team's Way of Working (WoW) With Working Agreements](https://scottambler.com/team-wow/) - A team's working agreement is a flexible and straightforward way to capture their way of working (WoW).
- [Atari Book Recommendations](https://scottambler.com/atari-book-recommendations/) - Books about Atari Inc. that I have found to be good reads.
- [Decorating the Backwall for my Atari Collection](https://scottambler.com/decorating-the-backwall-for-my-atari-collection/) - I decided to turn my copy of Artcade, a wonderful coffee table book consisting of marquees from arcade machines, into wallpaper for the backwall of my "collection" room.
- [Programming Atari 8-Bit Computers](https://scottambler.com/programming-atari-8-bit-computers/) - Interested in programming for the Atari 8-bit platform? Here's how to get started.
- [Data Privacy: Balancing Individual, Corporate, and State Needs](https://scottambler.com/data-privacy-balancing-individual-corporate-and-state-needs/) - Whose needs will data privacy regulations explicitly focus on: Individuals, corporations, or states? This decision will have a significant impact on how our societies are shaped.
- [Do we expect too much of AI? Too little?](https://scottambler.com/too-much-too-little/) - What will the impact of generative artificial intelligence (AI) be on writing? Will writers be augmented or replaced? Likely a bit of both.
- [The Top 7 Ways People Fool Themselves About the Threat of AI](https://scottambler.com/people-are-fooling-themselves/) - There are potential downsides to AI as well, and one of them is that over time some people, perhaps many people, will lose their jobs due to automation.
- [Piece by Piece: How AI Will Really Take Your Job](https://scottambler.com/how-ai-will-take-your-job/) - Automation, and the threat of losing your job to it, have always been a fact of life. White-collar workers have had little to worry about. Until AI.
- [My 8-Bit Atari Computers](https://scottambler.com/my-8-bit-atari-computers/) - I have been collecting 8-bit Atari computers for several years. Atari's 8-bit series of computers were incredible machines back in the day.
- [Data Skills for Business Analysts: Presentation Recording](https://scottambler.com/data-skills-for-business-analysts/) - This page summarizes and links to a recording of my presentation, "Data Skills for Business Analysts," that I gave to the Tampa Bay IIBA in February 2026.
- [Not Just Data: How To Deliver Continuous Enterprise Data](https://scottambler.com/not_just_data/) - Not Just Data is an easy-to-read management novel that describes the story of a team building and then evolving a continuous enterprise data pipeline.
- [The Object Primer 3/e](https://scottambler.com/the-object-primer-3-e/) - The Object Primer 3e is a straightforward, easy-to-understand introduction to agile using object-oriented (OO) and relational database technologies.
- [Enterprise Design for Agile Coaches](https://scottambler.com/enterprise-design/) - Agile coaches should consider upping their game and become enterprise designers. This article provides advice for how to move into enterprise design.
- [AI Principle: People Should Be Compensated For Their Work - Or - AIs Don't Get a Free Ride](https://scottambler.com/principle-compensate-people-2/) - People should be compensated when an AI generates creative works in their style, or when AIs use their personal data to generate new information.
- [AI-Augmentation of Software Development: Use Cases](https://scottambler.com/ai-augmentation-of-software-development/) - This blog posting shares what I see as the common use cases for AI-augmentation of software development.
- [My AI Can Beat Up Your AI](https://scottambler.com/my-ai-can-beat-up-your-ai/) - We're effectively in an arms race to apply AI to counteract other usage of AI.
- [GenAI: The Primary Purpose is to Make Stuff Up](https://scottambler.com/genai-purpose/) - The primary goal of GenAI, short for generative artificial intelligence, is to make stuff up. Arguably that means GenAI is "hallucinating" 100% of the time.
- [PMI's Disciplined Agile® Toolkit and Scott Ambler](https://scottambler.com/disciplined-agile/) - Along with Mark Lines I co-created PMI's Disciplined Agile (DA) toolkit and am a DA Fellow.
- [An Agile Data Guide to Information Product Canvas: Review](https://scottambler.com/information-product-canvas-review/) - An Agile Data Guide to Information Product Canvas is an easy, valuable read for data practitioners hoping to up their requirements game.
- [The Future of Agile Isn't Shit: The TL;DR Summary](https://scottambler.com/future-of-agile/) - This blog summarizes how the agile community got into its current mess, what you can do to recover, and what I believe the future of agile to be.
- [Of Trolleys and Crosswalks: Solving the Trolley Problem](https://scottambler.com/trolley-problem-solution/) - This short story explores a potential fictional solution to the trolley problem, and the related crosswalk problem, posed by ethics researchers.
- [Data-Driven Decisions: Are Your Decision Makers Capable?](https://scottambler.com/data-driven-decision-makers/) - A data-driven, or data-informed, enterprise is one in which decision makers seek, and then consider, relevant data when making their decisions.
- [Refactoring Databases: Evolutionary Database Design](https://scottambler.com/refactoring-databases/) - Refactoring Databases describes how to safely evolve an existing database to support the new needs of your customers or to address existing data technical debt.
- [Artificial Intelligence Reduces the Need for People Managers](https://scottambler.com/ai-reduces-people-managers/) - Artificial intelligence (AI) is being used to automate repetitive tasks, reducing the need for white collar workers. Fewer people require fewer people managers.
- [Artificial Intelligence (AI) in the Recruitment Process](https://scottambler.com/aihiringprocess/) - This article on focuses on how AI can potentially improve the recruitment/hiring process and the future of AI in the hiring process.
- [Large Language Models (LLMs) Hallucinate 100% of the Time](https://scottambler.com/llms-always-hallucinate/) - Claim: Large language models (LLMs) such as Google's Gemini or OpenAI's ChatGPT hallucinate 100% of the time. Here is my brief explanation.
- [Systems are Data Driven, People are Data Informed](https://scottambler.com/data_driven_vs_data_informed/) - Systems, including AIs, are data driven in that they take actions based on incoming data. People should be data informed in their decision-making process.
- [The Agile Manifesto at 10 Years: A Non-Update](https://scottambler.com/agile-manifesto-at-10-years/) - My February 2011 DDJ blog "Agile at 10: What We Believe" described what happened at the workshop celebrating the 10th anniversary of the Agile Manifesto.
- [Applying for Jobs But Getting Rejected? How to Get Past the AI](https://scottambler.com/aihiring-2/) - To be considered for a job you need to write an effective resume, recognize that AI is likely being used to screen resumes, and apply AI to beat the AI.
- [How Will AI Impact Project Management?](https://scottambler.com/ai-pm/) - This article explores why AI has become an emergent threat to project managers, and summarizes what I see to be the direct and indirect threats posed by AI.
- [When Will We Have Self-Driving Race Cars?](https://scottambler.com/self-driven-racing/) - Given the marketing potential, I suspect that we'll start to see self-driving race cars go mainstream within the next few years.
- [The Business Activities That AI Can Automate Are Increasing](https://scottambler.com/ai-automation-growth/) - We're seeing an exponential increase in the functionality offered by artificial intelligence (AI) that is applicable for business. We live in interesting times.
- [A Sentient AI is More Likely to Commit Suicide Than Genocide](https://scottambler.com/sentient-ai-suicide/) - A potential way to detect whether a sentient AI has emerged is if it inexplicably shuts down, choosing to commit "suicide" rather than continuing on.
- [Self-Driving Cars: A Strategy to Address Accountability](https://scottambler.com/self-driving-cars-a-strategy-to-address-accountability/) - Accountability for self-driving cars should be accepted by a "designated driver" who has pre-configured their "trolley problem" driving preferences.
- [Will AI Engineering Become a True Profession?](https://scottambler.com/ai-engineering-profession/) - Artificial intelligence (AI) is becoming a critical part of our society. AI engineering should become a true profession, but we have our work cut out for us.
- [Bias and Machine Learning: 7 Strategies For Better AI](https://scottambler.com/machine-learning-bias/) - Bias can creep into our machine learning (ML) models, and luckily there are many strategies available to us to prevent this from happening.
- [Agile Database Techniques](https://scottambler.com/agile-database-techniques/) - Agile Database Techniques overviews ways of working (WoW) and ways of thinking (WoT) that enable agile database development.
- [An Executive’s Guide to Disciplined Agile](https://scottambler.com/an-executives-guide-to-disciplined-agile/) - An Executive's Guide to Disciplined Agile provides an overview of business agility – being an adaptive, lean, responsive, and learning organization.
- [Disciplined Agile Delivery](https://scottambler.com/disciplined-agile-delivery/) - Disciplined Agile Delivery addresses agile practices across the entire lifecycle, from requirements, architecture, and development to delivery and governance.
- [Agile for Dummies – IBM Edition](https://scottambler.com/agile-for-dummies-ibm-edition/) - Agile for Dummies is a brief introduction to agile software development.
- [The Elements of UML 2.0 Style](https://scottambler.com/the-elements-of-uml-2-0-style/) - The Elements of UML 2.0 Style is an ideal quick reference describing UML modeling guidelines.
- [The Enterprise Unified Process](https://scottambler.com/the-enterprise-unified-process/) - The Enterprise Unified Process extends the IBM Rational Unified Process (RUP) to address the full IT process.
- [Managing Agile Projects](https://scottambler.com/managing-agile-projects/) - Managing Agile Projects contains well over 400 pages packed full of insider tips on how to make these methods work for you. Keep agile projects successful.
- [A Practical Guide to Enterprise Architecture](https://scottambler.com/a-practical-guide-to-enterprise-architecture/) - A Practical Guide to Enterprise Architecture shares insights gathered by industry thought leaders in an easy to read manner.
- [The Elements of UML Style](https://scottambler.com/the-elements-of-uml-style/) - The Elements of UML Style describes a collection of standards, conventions, and guidelines for creating effective UML diagrams.
- [Agile Modeling](https://scottambler.com/agile-modeling/) - Agile Modeling (AM) describes a practice-based methodology for effective modeling and documentation of software-based systems.
- [The Unified Process Transition and Production Phases](https://scottambler.com/the-unified-process-transition-and-production-phases/) - The Unified Process Transition and Production Phases presents a robust software process that addresses your deployment and production needs.
- [The Object Primer 2/e](https://scottambler.com/the-object-primer-2-e/) - The Object Primer 2e is a straightforward, easy-to-understand introduction object-oriented (OO) analysis, design, programming, and testing applying the UML.
- [The Unified Process Construction Phase](https://scottambler.com/the-unified-process-construction-phase/) - The Unified Process Construction Phase focuses on effective practices for analyzing, designing, and implementing your software-based solution.
- [The Unified Process Elaboration Phase](https://scottambler.com/the-unified-process-elaboration-phase/) - The Unified Process Elaboration Phase focuses on effective practices for defining, validating, and establishing the baseline architecture for a system.
- [The Unified Process Inception Phase](https://scottambler.com/the-unified-process-inception-phase/) - The Unified Process Inception Phase describes strategies for successfully initiating a software development team.
- [The Elements of Java Style](https://scottambler.com/the-elements-of-java-style/) - This book provides clear style guidelines to follow, so Java programmers can spend their time on solving the problems of their customers.
- [More Process Patterns](https://scottambler.com/more-process-patterns/) - More Process Patterns provides a thorough understanding of how the entire object-oriented development process works. You will gain a detailed understanding of the Deliver phase and the Maintain and Support phase of OO development in a coherent and consistent manner.
- [Process Patterns](https://scottambler.com/process-patterns/) - Process Patterns provides thorough understanding of how the entire object-oriented development process works. It focuses on the Initiate and Construct phases of OO development, the phases where software is built, in a coherent and consistent manner.
- [Building Object Applications That Work](https://scottambler.com/building-object-applications-that-work/) - Building Object Applications That Work shows that object-oriented strategies are used to develop complex systems, but OO itself does not need to be complicated.
- [The Object Primer](https://scottambler.com/the-object-primer/) - The Object Primer is a straightforward, easy-to-understand introduction to object-oriented (OO) analysis, design, programming, and testing.
- [Maturing Usability: Quality in Software, Interaction, and Value](https://scottambler.com/maturing-usability/) - "Maturing Usability" provides an understanding of how research and practice has contributed towards improving quality issues in software, interaction and value.
- [Choose Your WoW! 2/e](https://scottambler.com/choose-your-wow-2-e/) - Choose Your WoW! 2e overviews key aspects of Project Management Institute (PMI)'s Disciplined Agile® (DA™) toolkit to improve your way of working (WoW).
- [Introduction to Disciplined Agile Delivery 2/e](https://scottambler.com/introduction-to-disciplined-agile-delivery-2-e/) - Introduction to Disciplined Agile Delivery 2/e shows how a Scrum team can apply Project Management Institute's Disciplined Agile toolkit to improve their way of working (WoW).
- [Choose Your WoW! (PMI 1/e)](https://scottambler.com/choose-your-wow/) - Choose Your WoW! overviews key aspects of Project Management Institute (PMI)’s Disciplined Agile® (DA™) tool kit.
- [Choose Your WoW!](https://scottambler.com/choose-your-wow-2/) - Choose Your WoW! overviews key aspects of Project Management Institute (PMI)'s Disciplined Agile® (DA™) tool kit.
- [Introduction to Disciplined Agile Delivery 2/e (Original)](https://scottambler.com/agile-delivery-2-e/) - Introduction to Disciplined Agile Delivery 2nd Edition provides a quick overview of how agile software development works from beginning-to-end.
- [Introduction to Disciplined Agile Delivery](https://scottambler.com/introduction-to-disciplined-agile-delivery/) - Introduction to Disciplined Agile Delivery provides a quick overview of how agile software development works from beginning-to-end.
- [What Happened to the Rational Unified Process (RUP)?](https://scottambler.com/what-happened-to-rup/) - Rational Unified Process (RUP) quickly became the dominant process in the late 1990s, but was eclipsed by agile ways of working (WoW) in the early 2000s.

## Pages

- [Home](https://scottambler.com/) - Scott Ambler's blog, services, books, and more. I blog about artificial intelligence, agile data techniques, and how to improve your way of working (WoW).
- [How to Contact Scott Ambler](https://scottambler.com/contact-me/) - You can contact Scott Ambler via email or LinkedIn.
- [Tags](https://scottambler.com/tags/) - This page is a glossary defining the tags used to describe the posts on ScottAmbler.com
- [My Blog](https://scottambler.com/my-blog/) - Scott Ambler blogs about agile data strategies, artificial intelligence, agile ways of working (WoW), and topics in software development.
- [Who is Scott Ambler?](https://scottambler.com/who-am-i/) - I live in Toronto and I work in several roles: consulting methodologist, agile data coach, author, keynote speaker, and advisory board member.
- [Books (Co-)Written by Scott Ambler](https://scottambler.com/my-books/) - Since the mid-1990s Scott Ambler has written numerous books, either about effective ways of working (WoW) or some aspect of software development.
- [Presentation - Building a Continuous Enterprise Data Pipeline](https://scottambler.com/what-i-do/presentation-building-a-continuous-enterprise-data-pipeline/) - Clean, continuous enterprise data is essential for informed decision-making, improved business processes, and effective artificial intelligence (AI).
- [Retired Presentation - Technical Debt for Project Managers: Pragmatic Solutions](https://scottambler.com/what-i-do/presentation-technical-debt/) - Explore the root causes of technical debt within organizations, many of which trace back to management pressures and the strategies that result from it.
- [Presentation - Fix Data Quality Problems at the Source](https://scottambler.com/what-i-do/presentation-data-technical-debt/) - This presentation explores data debt (data technical debt), describing disciplined strategies for avoiding, removing, and accepting data quality issues.
- [Presentation - DataOps: How to Bring Databases into DevOps](https://scottambler.com/what-i-do/dataops/) - This presentation describes agile practices and strategies that enable database professionals to adopt a DataOps way of working.
- [Presentation - Techniques for Improving Data Quality: The Key to Machine Learning](https://scottambler.com/what-i-do/presentation-improving-data-quality-for-machine-learning/) - One of the fundamental challenges for machine learning (ML) teams is data quality, or more accurately the lack of data quality. Here's how you can address this.
- [What I Do](https://scottambler.com/what-i-do/) - I work with teams to help them to improve their ways of working (WoW) and ways of thinking (WoT) around their approaches to software and data.
- [Retired Presentation - Continuous Data Warehousing: An Introduction](https://scottambler.com/what-i-do/agile-data-warehousing-intro/) - This presentation overviews a disciplined, hybrid strategy to continuous data warehousing that adopts great ideas from agile, lean, and traditional approaches.
- [Retired Presentation - Continuous Data Warehousing (DW): Addressing the Hard Problems](https://scottambler.com/what-i-do/presentation-agiledatawarehousing/) - In this presentation Scott Ambler provides practical solutions to common challenges found on continuous data warehousing/business intelligence teams.
- [Retired Presentation - Artificial Intelligence for Project Managers: Are You Ready?](https://scottambler.com/what-i-do/artificial-intelligence-for-project-managers/) - This presentation overviews artificial intelligence/machine learning initiatives work, identifying critical challenges and success factors for project managers.
- [Retired Presentation - Artificial Intelligence for Agilists: Are You Ready?](https://scottambler.com/what-i-do/presentation-artificial-intelligence-for-agilists/) - Artificial intelligence (AI) technologies are being applied in all sectors of the economy, and agile ways of working are key to your success. Are you ready?
- [Workshop - How to Deliver Continuous Enterprise Data](https://scottambler.com/what-i-do/workshop-agiledatawarehousing/) - This interactive workshop teaches data professionals how to deliver continuous enterprise data to support data-driven decision making and corporate AI.
- [Workshop - How to Enable Continuous Enterprise Data](https://scottambler.com/what-i-do/workshop-adw-leadership/) - This tailored, interactive leadership workshop overviews the fundamentals of delivering and enabling continuous enterprise data within your context.
- [Dungeons and Dragons Characters](https://scottambler.com/dnd-characters/) - Ducky Eatsbread: Dwarf Ranger
- [Retired Presentation - Evolving Your Project Management Office (PMO)](https://scottambler.com/what-i-do/presentation-from-pmo-to-value-management-offices/) - PMOs are struggling to remain relevant in today's environment. The successful ones are evolving into Value Management Offices (VMOs). Here's why and how.
- [Retired Presentation - Applying Disciplined Agile: Become a Purposeful Learning Organization](https://scottambler.com/what-i-do/presentation-applying-disciplined-agile/) - True agility requires new ways of working and thinking. Learn how to apply PMI's Disciplined Agile (DA) toolkit to streamline your process improvement strategy.
- [Privacy Policy](https://scottambler.com/privacy-policy/) - We collect minimal information at this site. Your use of this website constitutes acceptance of this privacy policy.
- [Licensing](https://scottambler.com/licensing/) - All material on Ambysoft sites are copyrighted, with all rights reserved. Our licensing strategy is simple and very open, just ask.
- [Scott Ambler's Articles and Papers](https://scottambler.com/my-articles/) - Links to articles and papers written by Scott Ambler. I've written about topics in information technology (IT) since the early 1990s.

## Timeline Stories

- [Computer Science Specialist (BSc), Commerce Major (BSc)](https://scottambler.com/cool_timeline/bsc/) - September 1985 – May 1989 University of Toronto Graduated with honours
- [Master of Information Science (MIS)](https://scottambler.com/cool_timeline/master-of-information-science/) - September 1990 – April 1994 University of Toronto UX/HCI-related thesis, Object-Oriented Methods, Computer Supported Cooperative Work (CSCW)
- [Master of Science (MSc) in Artificial Intelligence](https://scottambler.com/cool_timeline/msc-in-artificial-intelligence/) - Currently in progress University of Leeds

## Services

- [Working with You](https://scottambler.com/services/working-with-you/) - This includes facilitating strategy sessions, training, and coaching within your organization
- [Talking with Many](https://scottambler.com/services/talking-with-many/) - I am a keynote speaker at international conferences. I speak about agile data warehousing (DW)/business intelligence (BI), data quality, agile transformations, and artificial intelligence (AI).
- [Talking with You](https://scottambler.com/services/talking-with-you/) - I often speak at internal conferences or meetings within organizations.

## Testimonials

- [Peter Wilson](https://scottambler.com/testimonials/peter-wilson/) - Ryan Cole helped me prioritize what was important in my life and professionally. His coaching was the start of my journey into a leadership position and he provided me the foundation for growth and success.
- [Edward Jenkins](https://scottambler.com/testimonials/edward-jenkins/) - I used to be very stressed out about making more money. Ryan has helped me turn my paralyzing stress into renewed confidence. By working together we were able to find the right career possibilities that match my interests and skills.
- [Lisa Dowen](https://scottambler.com/testimonials/lisa-dowen/) - Life coaching with Ryan Cole changed my life. Ryan's lessons gave me the inspiration and tools to explore the possibility of having my own business and the confirmation that I can make it work.

## Categories

- [My Books](https://scottambler.com/category/mybooks/)
- [My Blog](https://scottambler.com/category/my-blog/)
- [Agile Data](https://scottambler.com/category/agile-data/)
- [Thoughts](https://scottambler.com/category/thoughts/)
- [Methodology](https://scottambler.com/category/methodology/)
- [Artificial intelligence](https://scottambler.com/category/artificial-intelligence/)
- [Atari](https://scottambler.com/category/atari/)
- [Observations](https://scottambler.com/category/observations/)
- [My Current Books](https://scottambler.com/category/my-current-books/)
- [Agile](https://scottambler.com/category/agile/)
- [Enterprise Design](https://scottambler.com/category/enterprise-design/)

## Tags

- [UML](https://scottambler.com/tag/uml/)
- [Agile](https://scottambler.com/tag/agile/)
- [Data](https://scottambler.com/tag/data/)
- [Data quality](https://scottambler.com/tag/data-quality/)
- [Data privacy](https://scottambler.com/tag/data-privacy/)
- [Data driven](https://scottambler.com/tag/data-driven/)
- [Atari](https://scottambler.com/tag/atari/)
- [Project management](https://scottambler.com/tag/project-management/)
- [Unified Process](https://scottambler.com/tag/unified-process/)
- [CMMI](https://scottambler.com/tag/cmmi/)
- [Process improvement](https://scottambler.com/tag/process-improvement/)
- [Artificial intelligence](https://scottambler.com/tag/artificial-intelligence/)
- [Programming](https://scottambler.com/tag/programming/)
- [Methodology](https://scottambler.com/tag/methodology/)
- [Disciplined Agile](https://scottambler.com/tag/disciplined-agile/)
- [Teams](https://scottambler.com/tag/teams/)
- [Talent management](https://scottambler.com/tag/talent-management/)
- [Ethics](https://scottambler.com/tag/ethics/)
- [Augmented work](https://scottambler.com/tag/augmented-work/)
- [Employment](https://scottambler.com/tag/employment/)
- [self-driving cars](https://scottambler.com/tag/self-driving-cars/)
- [robots](https://scottambler.com/tag/robots/)
- [AI](https://scottambler.com/tag/ai/)
- [Professionalism](https://scottambler.com/tag/professionalism/)
- [genAI](https://scottambler.com/tag/genai/)
- [prediction](https://scottambler.com/tag/prediction/)
- [agile manifesto](https://scottambler.com/tag/agile-manifesto/)
- [agile history](https://scottambler.com/tag/agile-history/)
- [agile future](https://scottambler.com/tag/agile-future/)
- [software development](https://scottambler.com/tag/software-development/)
- [trolley problem](https://scottambler.com/tag/trolley-problem/)
- [software ethics](https://scottambler.com/tag/software-ethics/)
- [AI ethics](https://scottambler.com/tag/ai-ethics/)
- [enterprise design](https://scottambler.com/tag/enterprise-design/)
- [coaching](https://scottambler.com/tag/coaching/)
- [Patterns](https://scottambler.com/tag/patterns/)
- [Enterprise Data](https://scottambler.com/tag/enterprise-data/)
- [business analysis](https://scottambler.com/tag/business-analysis/)
- [data analysis](https://scottambler.com/tag/data-analysis/)
- [agile data](https://scottambler.com/tag/agile-data/)
- [skills](https://scottambler.com/tag/skills/)

## Services Group

- [Strategy session](https://scottambler.com/services_group/strategy-session/)
- [Training](https://scottambler.com/services_group/training/)
- [Coaching](https://scottambler.com/services_group/coaching/)
- [Corporate Speaker](https://scottambler.com/services_group/corporate-speaker/)
- [Keynote Speaker](https://scottambler.com/services_group/keynote-speaker/)