Présentation effectuée par Charles-André Bouchard, dans le cadre du cours LOG3000 conduit par Mathieu Lavallée, à Polytechnique, mardi le 22 novembre 2016.
The document discusses how to prioritize business capabilities and system development to maximize business value. It recommends establishing the business value of each work item, prioritizing based on return on investment, and measuring business value delivery over time. It also suggests mapping business capabilities to system capabilities and identifying minimum releasable features to structure development and releases around delivering business value.
Agile Everywhere!
Henrik Kniberg talks about how his journey implementing agile & lean methods at Spotify and Lego helped him apply agility in new & unexpected fields. Henrik will share his vision on how agility may evolve in the future and affect various areas of our lives.
About Henrik Kniberg
Henrik Kniberg is an Agile/Lean coach at Crisp in Stockholm, working primarily with Lego and Spotify. He enjoys helping companies succeed with both the technical and human sides of software development. During the past 15 years he has been CTO of 3 Swedish IT companies and helped many more get started with Agile and Lean software development.
Henrik is former board member of the Agile Alliance and works regularly with Mary Poppendieck, Jeff Sutherland, and other thought leaders. He is the author of “Scrum and XP from the Trenches” and “Kanban and Scrum, making the most of both” and “Lean from the Trenches“. These books are available in over 12 languages, have over 500,000 readers, and are used as primary guide to Agile and Lean software development by hundreds of companies worldwide. Henrik also created the viral animated videos “Agile Product Ownership in a Nutshell” and “Spotify Engineering Culture“.
Agile Scaling with Blueprints (Goto Berlin, 04-dec-2015)Stefan ROOCK
When more than 10 people are needed to reach a goal multiple agile teams are needed. These teams have to coordinate - we have to scale agile. There are several blueprints for scaling agile. This session argues that using a blueprint is premature optimization.
When looking at successful agile companies one thing becomes clear: they didn't follow a blueprint but implemented unique structures and processes. Every company is unique and needs unique structures and processes matching its purpose.
In this talk Stefan presents the Agile Scaling Cycle, an organic approach to find and optimize scaling structures appropriate for the company.
Presenter:
Dr. Gail Ferreira, Agile Practice Leader, MATRIX Resources, San Francisco Center of Excellence
Rapid scale directly impacts all levels of decision-making, planning, execution, culture, and communications for executives in hypergrowth companies. In this session, we will discuss how to organize, support, and tailor agile practices for teams and sub-teams in companies with a rapid growth cycle. We will share contemporary case studies of hypergrowth companies who have delivered agile at scale.
Topics will include:
• Basic agile and lean methods
• Scrum of Scrums
• SAFe
• Disciplined Agile Delivery (DAD)
• Agility at Scale (Ambler/Lines)
• Spotify model (Tribes, Squads, Chapters & Guilds, DSDM).
As more organizations begin to adopt agile on multiple, interdependent teams, how do we ensure that the success within a team can translate to success at the enterprise level?
Presented by: Sanjiv Augustine, President of LitheSpeed
The document describes the evolution of a number guessing game from a procedural program to one using object-oriented principles. It starts with the original program written in a BASIC-like language, then converts it to JavaScript. It discusses improving the code by adding whitespace, renaming variables for clarity, and refactoring the program into discrete functions. It later introduces testing the game logic separately from the user interface. Finally, it presents the game design using higher-order functions for flexibility and composability over a static structure.
Slides from my talk at Agile Goa, 2013 where I spoke about the roots of agile and how many of the practices that we use in Lean/ Agile Software development have evolved from Toyota Production Systems.
Lessons and insights gained from the transistion from apartheid to democracy in South Africa - and it's applicability to agile software development. This was presented at the Agile Africa conference in August 2013.
Product innovation is not about coming up with more ideas. It's about creating an environment where it is safe to fail. Where ideas can be tested cheaply and quickly. In this presentation, Ed will describe simple ways that teams, leaders and organizations can make testing new ideas cheap stolen from Lean Startup, Design Thinking and Continuous Delivery.
How to get open data into the hands of activistsAslam Khan
The document discusses how open data can be used by activists to raise awareness of social issues and exert pressure for change. It argues that digital activists need tools to easily discover facts by composing and analyzing multiple open data sets. Specifically, they need tools that allow frictionless sharing of data, ability to mix different data sets, and location independence of where data is stored. It also argues that social activists need ways to effectively distribute knowledge to reach people and receive feedback to move them to action. Overall, the document advocates for open data and tools that lower the costs of participation, discovery, and sharing of data to spread common knowledge that can empower activists.
This document discusses key concepts from Toyota's lean production system (TPS). It provides definitions and examples of 11 Japanese terms from TPS that can be applied to improve production and lean processes. These include jidoka (automation with human intelligence), pokayoke (mistake proofing), andon (visual signals for problems), muda (waste), and kaizen (continuous improvement). The document also discusses lean thinkers like Taiichi Ohno, W. Edward Deming and how their work influenced Toyota and lean manufacturing. Overall it presents an overview of lean principles and their origins at Toyota that readers can apply to gain a better perspective on lean.
Scaling Scrum hurts. There are coordination challenges, technical challenges, and communication challenges. But there are some patterns you can use to overcome these pains. This is an experience report from a 30+ person 5 team scaled Scrum project. It gives you practical tips on what to try if you experience any of the pains we did when we scaled Scrum.
Agile 2012 inside out leading change from the middleEd Kraay
Large companies are adopt Agile Software Development in greater numbers. They are either adopting top down or bottom up. Left out of this conversation is the crucial role that middle management plays in an Agile adoption. Using behavioral change tools, lean management tools, this presentation shows how to help management realize their role is to mentor and guide through problem solving.
Product innovation is not about coming up with more ideas. It's about creating an environment where it is safe to fail - both quickly and cheaply. In this talk, Ed will share stories of leaders who have successfully created these environments, common obstacles that get in our way and a some simple techniques we can try to overcome these obstacles. These include how to de-stigmatize failure by celebrating it, how to have difficult conversations with your peers, and how to make testing ideas cheap and safe with continuous delivery, customer interviews and prototype testing.
The document discusses systems thinking and its importance for organizational change, providing definitions and concepts of systems thinking including that a system is made up of interconnected parts, and that the structure of relationships between parts determines system behavior. It also outlines 11 laws of systems thinking and characteristics of a systems thinker, emphasizing seeing interdependencies and considering how mental models shape the future.
The document discusses the importance of an effective operating model for product organizations to successfully execute strategies. It identifies four key factors of an operating model: product mindset, organizational design, development model, and decision making structure. Product mindset focuses on understanding customer needs rather than requests. Organizational design calls for a product management team separate from engineering and sales. The development model addresses balancing in-house versus outsourced work. Decision making aims to minimize risk through lean methodology and experimentation.
The document discusses strategies for innovation at large enterprises. It advocates using design thinking to identify problems and pretotyping solutions to validate customer interest before fully developing products. This validates ideas with minimal resources by simulating core experiences. Pretotyping can test market appeal, usage, and gather feedback to improve ideas. The return on pretotyping investment is higher than fully developing solutions before validating customer desire. It also discusses using agile and lean startup approaches to quickly build, measure, and learn from customer interactions.
A challenging presentation about Scrumban as an evolution from Scrum. Rethink your way of working (Iterations?, Estimations? Joy?) and initiate changes to your current working environment.
Presentation delivered by Craig Smith at Fusion in Sydney, Australia in September 2012.
When XP and Scrum were devised over 10 years ago, they were created to improve the delivery of software development projects. As many enterprises have matured in the Agile adoption, many of the business users on IT projects are now attempting to use Agile approaches on their own non-IT projects.
In this session we will cover using Agile in a non-IT environment and demonstrate how the original XP practices map extremely well over to business processes. And how those in SD can help your business counterparts.
Introduction to Visual Design for User ExperienceOmar Sosa-Tzec
Lecture slides (teaser) for the summer 2016 class INFO-I 400: Special Topics in Informatics (Visual Design for UX) at Indiana University Bloomington, School of Informatics and Computing.
Agile is often traditionally associated as being exclusively applicable to the field of software development. However, non-software development projects can take ownership and use agile values, principles and practices to great effect. In this session, I will offer some approaches, techniques and examples for introducing agile into parts of the organisation that traditionally may not have considered it such as central services like finance, HR, marketing, traditional business areas as well as other areas of IT like infrastructure and provide some real-life examples along the way.
Challenge your product development department by a challenging contest with LEGO bricks: "Who Delivers Value First?" - Agile or Waterfall?
Product Owner Challenge is an agile game w/ Lego bricks. Its about challenging the product development to communicate clear objectives, requirements, and vision.
Slidedeck contains playing instructions, examples, and further info.
Material needed: (a) "Presentation User Stories for POChallenge", (b) "Process Cards for POChallenge" - both on my SlideShare account
This document discusses optimizing images and video for fast delivery on mobile devices. It begins by outlining how delays in loading content can negatively impact users and business metrics. It then provides recommendations for optimizing four aspects of images: quality, format, sizing, and lazy loading. Specific techniques are presented for each along with data showing their real-world impact. Video delivery optimization is also covered, including strategies to improve startup times. The document concludes by stating that images and video can be both beautiful and fast with the right optimizations.
Trust at the Interface of Start-up and EnterpriseBenjamin Elias
As large organisations increasing embrace technological change and innovative endeavours, many are looking to start-ups and small business for new partnerships and inspiration. However, things are not always so rosy.
Trust remains an essential part of the working relationship between large organisations and small business providers.
Gamifying Agile Adoption - An experimentAshish Parkhi
While having a chat with Naresh Jain, he suggested me to go through the Ted Talk – “Gaming can make a better world” by Jane McGonigal. I found the title very weird and was wondering how is that possible? After going through the talk though, I was amazed. I started wondering if I can use the gamification technique in Agile Adoption, in our Products, in Performance Management Systems, in Employee Engagement Programs?
Dhaval Dalal introduced me to Prof. Kevin Werbach’s definition of Gamification – “The use of game elements and game design techniques in non-game contexts.”
http://ashishparkhi.com/2014/10/26/gamifying-agile-adoption-an-experiment/
The document discusses optimizing images and video for fast delivery on websites. It provides tips for improving image quality, format, sizing and lazy loading. For video, it discusses optimizing startup time by preloading strategically and balancing network usage. Testing tools mentioned include WebPageTest, HttpArchive, ImageMagick and SSIM. The goal is to make images and video both beautiful and fast loading.
AI(Artificial Intelligence) is poised to transform every business industry domain as is
now anticipated to be the 4 th revolution that has potential to change the way interact,
conduct business, offer richer solutions with continuous refinement at scale and depth.
Between now and end of 2030, it is estimated to create $13 trillion of GDP growth in
business and growth and so enterprises and governments alike are now laying their AI
strategy and mission critical statements for future.
Raja will be sharing strategy and structure for: what does it takes to lay AI strategy and
build AI products and solutions; what are the tenants for a successful AI project – pilot
to production; common pitfalls and recommendations for AI projects; technology
landscape – Classical ML to Deep Learning(Neural Networks), etc.
Raja Chandra Rangineni is a seasoned technologist and hands-on leader known for
delivering innovative, data-driven strategies and tactical roadmaps as the core of high-
performance commercial solutions in areas of Data Analytics, Enterprise Architecture,
Big Data, Cloud, Data Science and Blockchain for global enterprises. He collaborates
with executive leadership to articulate vision and chart the course for investment in
open source frameworks and services with blueprints and reference architectures.
Provide thought leadership and architect models that consistently achieve user
acceptance across the business community.
This document discusses finding a balance between automated and manual accessibility testing. It notes that automated testing is not a substitute for manual testing but should be part of an accessibility program. Both automated and manual testing have advantages and disadvantages. The document emphasizes that bringing together automated testing, manual testing, and an engaged team with the right skills and responsibilities is key to a successful accessibility strategy. It provides tips on how to divide responsibilities and set up a testing and training program to balance automated and manual approaches.
This document provides guidance on developing a startup business through various phases including strategy, planning, execution, and funding. It discusses methods for defining problems, developing solutions, creating minimum viable products, validating product-market fit, and telling compelling stories to attract investors. Key elements include observing situations, sharing experiences, interviewing customers, using tools like business model canvases, and progressing through trial-and-error cycles of the lean startup methodology. The end goal is to rationally develop a repeatable and scalable business model through customer development.
The Speed to Cool: Agile Testing & Building Quality InCraig Smith
This document discusses agile testing practices and building quality into software development. It provides examples of how testing can be integrated into agile workflows, definitions of quality, and strategies for test automation, planning and reporting. Images and diagrams are included to illustrate concepts like quality attributes, success sliders, metrics reporting and the roles of testers in agile teams.
This document provides an overview of optimizing images and video for delivery on mobile devices. It discusses four main optimizations for images: quality, format, sizing, and lazy loading. For quality, it recommends using 85% quality for JPEG images. For format, it suggests using formats like WebP, SVG and responsive images. For sizing, it discusses generating responsive image sizes. For lazy loading, it covers techniques to delay loading images until they are visible. For video, it discusses optimizations like preloading, resizing video, removing audio from non-playing videos, and optimizing video delivery through techniques like manifest files and adaptive bitrate streaming.
Devfest Siberia Fast and Beautiful Images and VideoDoug Sillars
This document provides an overview of optimizing images and video delivery for mobile websites. It discusses four simple image optimizations: adjusting quality, choosing optimal file formats like WebP and SVG, resizing images responsively, and lazy loading images. It also covers optimizing video delivery through techniques like preloading strategically, resizing background videos appropriately, minimizing third party dependencies, and configuring adaptive bitrate streaming. The goal is to reduce payload sizes and improve load performance.
ISTC Keynote Smart Authoring For A Smarter Planetanghelides
The document discusses IBM's approach to "smart authoring" to enable a smarter planet. It advocates for authoring content that is obvious, online, open, organized, instrumented, and interconnected. This approach involves developing standardized content and frameworks to provide the right information to the right people through various channels and a global collaborative community of technical writers.
Mind the Gap: Realising the Value of AgilityCraig Smith
Talk delivered by Craig Smith at LAST Conference Canberra, Australia on 21 September 2019.
Agile has well and truly crossed the chasm and every organisation large or small seems to be in the middle of some sort of Agile transformation. Yet, look behind the covers and we have to ask ourselves the tough question of how well we are doing and how agile are we really?
So all aboard as we acknowledge some of gaps many organisations are facing and we question the true value we are delivering. More importantly, we will discuss how we might start to these issues, both inside our organisations and as individuals flying the agile flag.
How RPA Help in the Transportation and Logistics Industry.pptxSynapseIndia
Revolutionize your transportation processes with our cutting-edge RPA software. Automate repetitive tasks, reduce costs, and enhance efficiency in the logistics sector with our advanced solutions.
Comparison Table of DiskWarrior Alternatives.pdfAndrey Yasko
To help you choose the best DiskWarrior alternative, we've compiled a comparison table summarizing the features, pros, cons, and pricing of six alternatives.
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfjackson110191
These fighter aircraft have uses outside of traditional combat situations. They are essential in defending India's territorial integrity, averting dangers, and delivering aid to those in need during natural calamities. Additionally, the IAF improves its interoperability and fortifies international military alliances by working together and conducting joint exercises with other air forces.
Are you interested in dipping your toes in the cloud native observability waters, but as an engineer you are not sure where to get started with tracing problems through your microservices and application landscapes on Kubernetes? Then this is the session for you, where we take you on your first steps in an active open-source project that offers a buffet of languages, challenges, and opportunities for getting started with telemetry data.
The project is called openTelemetry, but before diving into the specifics, we’ll start with de-mystifying key concepts and terms such as observability, telemetry, instrumentation, cardinality, percentile to lay a foundation. After understanding the nuts and bolts of observability and distributed traces, we’ll explore the openTelemetry community; its Special Interest Groups (SIGs), repositories, and how to become not only an end-user, but possibly a contributor.We will wrap up with an overview of the components in this project, such as the Collector, the OpenTelemetry protocol (OTLP), its APIs, and its SDKs.
Attendees will leave with an understanding of key observability concepts, become grounded in distributed tracing terminology, be aware of the components of openTelemetry, and know how to take their first steps to an open-source contribution!
Key Takeaways: Open source, vendor neutral instrumentation is an exciting new reality as the industry standardizes on openTelemetry for observability. OpenTelemetry is on a mission to enable effective observability by making high-quality, portable telemetry ubiquitous. The world of observability and monitoring today has a steep learning curve and in order to achieve ubiquity, the project would benefit from growing our contributor community.
Implementations of Fused Deposition Modeling in real worldEmerging Tech
The presentation showcases the diverse real-world applications of Fused Deposition Modeling (FDM) across multiple industries:
1. **Manufacturing**: FDM is utilized in manufacturing for rapid prototyping, creating custom tools and fixtures, and producing functional end-use parts. Companies leverage its cost-effectiveness and flexibility to streamline production processes.
2. **Medical**: In the medical field, FDM is used to create patient-specific anatomical models, surgical guides, and prosthetics. Its ability to produce precise and biocompatible parts supports advancements in personalized healthcare solutions.
3. **Education**: FDM plays a crucial role in education by enabling students to learn about design and engineering through hands-on 3D printing projects. It promotes innovation and practical skill development in STEM disciplines.
4. **Science**: Researchers use FDM to prototype equipment for scientific experiments, build custom laboratory tools, and create models for visualization and testing purposes. It facilitates rapid iteration and customization in scientific endeavors.
5. **Automotive**: Automotive manufacturers employ FDM for prototyping vehicle components, tooling for assembly lines, and customized parts. It speeds up the design validation process and enhances efficiency in automotive engineering.
6. **Consumer Electronics**: FDM is utilized in consumer electronics for designing and prototyping product enclosures, casings, and internal components. It enables rapid iteration and customization to meet evolving consumer demands.
7. **Robotics**: Robotics engineers leverage FDM to prototype robot parts, create lightweight and durable components, and customize robot designs for specific applications. It supports innovation and optimization in robotic systems.
8. **Aerospace**: In aerospace, FDM is used to manufacture lightweight parts, complex geometries, and prototypes of aircraft components. It contributes to cost reduction, faster production cycles, and weight savings in aerospace engineering.
9. **Architecture**: Architects utilize FDM for creating detailed architectural models, prototypes of building components, and intricate designs. It aids in visualizing concepts, testing structural integrity, and communicating design ideas effectively.
Each industry example demonstrates how FDM enhances innovation, accelerates product development, and addresses specific challenges through advanced manufacturing capabilities.
RPA In Healthcare Benefits, Use Case, Trend And Challenges 2024.pptxSynapseIndia
Your comprehensive guide to RPA in healthcare for 2024. Explore the benefits, use cases, and emerging trends of robotic process automation. Understand the challenges and prepare for the future of healthcare automation
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdfNeo4j
Presented at Gartner Data & Analytics, London Maty 2024. BT Group has used the Neo4j Graph Database to enable impressive digital transformation programs over the last 6 years. By re-imagining their operational support systems to adopt self-serve and data lead principles they have substantially reduced the number of applications and complexity of their operations. The result has been a substantial reduction in risk and costs while improving time to value, innovation, and process automation. Join this session to hear their story, the lessons they learned along the way and how their future innovation plans include the exploration of uses of EKG + Generative AI.
Quantum Communications Q&A with Gemini LLM. These are based on Shannon's Noisy channel Theorem and offers how the classical theory applies to the quantum world.
The Rise of Supernetwork Data Intensive ComputingLarry Smarr
Invited Remote Lecture to SC21
The International Conference for High Performance Computing, Networking, Storage, and Analysis
St. Louis, Missouri
November 18, 2021
Blockchain technology is transforming industries and reshaping the way we conduct business, manage data, and secure transactions. Whether you're new to blockchain or looking to deepen your knowledge, our guidebook, "Blockchain for Dummies", is your ultimate resource.
Support en anglais diffusé lors de l'événement 100% IA organisé dans les locaux parisiens d'Iguane Solutions, le mardi 2 juillet 2024 :
- Présentation de notre plateforme IA plug and play : ses fonctionnalités avancées, telles que son interface utilisateur intuitive, son copilot puissant et des outils de monitoring performants.
- REX client : Cyril Janssens, CTO d’ easybourse, partage son expérience d’utilisation de notre plateforme IA plug & play.
YOUR RELIABLE WEB DESIGN & DEVELOPMENT TEAM — FOR LASTING SUCCESS
WPRiders is a web development company specialized in WordPress and WooCommerce websites and plugins for customers around the world. The company is headquartered in Bucharest, Romania, but our team members are located all over the world. Our customers are primarily from the US and Western Europe, but we have clients from Australia, Canada and other areas as well.
Some facts about WPRiders and why we are one of the best firms around:
More than 700 five-star reviews! You can check them here.
1500 WordPress projects delivered.
We respond 80% faster than other firms! Data provided by Freshdesk.
We’ve been in business since 2015.
We are located in 7 countries and have 22 team members.
With so many projects delivered, our team knows what works and what doesn’t when it comes to WordPress and WooCommerce.
Our team members are:
- highly experienced developers (employees & contractors with 5 -10+ years of experience),
- great designers with an eye for UX/UI with 10+ years of experience
- project managers with development background who speak both tech and non-tech
- QA specialists
- Conversion Rate Optimisation - CRO experts
They are all working together to provide you with the best possible service. We are passionate about WordPress, and we love creating custom solutions that help our clients achieve their goals.
At WPRiders, we are committed to building long-term relationships with our clients. We believe in accountability, in doing the right thing, as well as in transparency and open communication. You can read more about WPRiders on the About us page.
Coordinate Systems in FME 101 - Webinar SlidesSafe Software
If you’ve ever had to analyze a map or GPS data, chances are you’ve encountered and even worked with coordinate systems. As historical data continually updates through GPS, understanding coordinate systems is increasingly crucial. However, not everyone knows why they exist or how to effectively use them for data-driven insights.
During this webinar, you’ll learn exactly what coordinate systems are and how you can use FME to maintain and transform your data’s coordinate systems in an easy-to-digest way, accurately representing the geographical space that it exists within. During this webinar, you will have the chance to:
- Enhance Your Understanding: Gain a clear overview of what coordinate systems are and their value
- Learn Practical Applications: Why we need datams and projections, plus units between coordinate systems
- Maximize with FME: Understand how FME handles coordinate systems, including a brief summary of the 3 main reprojectors
- Custom Coordinate Systems: Learn how to work with FME and coordinate systems beyond what is natively supported
- Look Ahead: Gain insights into where FME is headed with coordinate systems in the future
Don’t miss the opportunity to improve the value you receive from your coordinate system data, ultimately allowing you to streamline your data analysis and maximize your time. See you there!
Best Programming Language for Civil EngineersAwais Yaseen
The integration of programming into civil engineering is transforming the industry. We can design complex infrastructure projects and analyse large datasets. Imagine revolutionizing the way we build our cities and infrastructure, all by the power of coding. Programming skills are no longer just a bonus—they’re a game changer in this era.
Technology is revolutionizing civil engineering by integrating advanced tools and techniques. Programming allows for the automation of repetitive tasks, enhancing the accuracy of designs, simulations, and analyses. With the advent of artificial intelligence and machine learning, engineers can now predict structural behaviors under various conditions, optimize material usage, and improve project planning.
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc
Six months into 2024, and it is clear the privacy ecosystem takes no days off!! Regulators continue to implement and enforce new regulations, businesses strive to meet requirements, and technology advances like AI have privacy professionals scratching their heads about managing risk.
What can we learn about the first six months of data privacy trends and events in 2024? How should this inform your privacy program management for the rest of the year?
Join TrustArc, Goodwin, and Snyk privacy experts as they discuss the changes we’ve seen in the first half of 2024 and gain insight into the concrete, actionable steps you can take to up-level your privacy program in the second half of the year.
This webinar will review:
- Key changes to privacy regulations in 2024
- Key themes in privacy and data governance in 2024
- How to maximize your privacy program in the second half of 2024
13. Understands Customers / End users
Understands and manages stakeholders
Has required domain Knowledge
Knows “What” the customer wants ,
“Sequence” in which customer wants it
“When” the customer wants it.
Can “Effectively” translate what he knows into what dev
team can understand.
Know the “business value” of the work being delivered
Ensures the Development Team understands items in the
Product Backlog to the level needed.
PO Knows It All..
19. WHAT TOOLS AGILE PO’S GOT?
Writing User Stories
Writing Definition of Done
Being Co-located? ( really?)
Sprint/Release Planning
Anything else that they get trained on?
54. SUMMARY
• Focus not just on “How”, but also “Why” & “What”
• Break Products into smaller, manageable chunks based
on Customers/ Modules/ Components and assign
Product ownership.
• Have clear end-2-end accountability.
• Enable POs to take up higher challenges using
– Right Product Management structures & mentoring
– Lean Tools
– Enterprise Agile Frameworks – SAFe/DAD/LeSS etc
– Skills ( Behavioral, Collaboration & Functional)