This document discusses product development and testing methodologies. It emphasizes defining hypotheses about customer needs and desires, then rapidly building minimum viable products to test those hypotheses. Several examples are provided of hypotheses that could be tested for a hypothetical frozen treat business, as well as examples of minimum viable products and experiments used to validate or invalidate hypotheses. The document stresses testing assumptions early and often through small, low-cost experiments.
In this talk we discuss why it pays to define each MVP before building anything, common artifacts used to define an MVP, ways to formulate good hypotheses and test them in the market, and last but not least, what you need to know to plan and build the MVP successfully. Interactive exercises are incorporated in this talk.
Disciplined Entrepreneurship: How Do You Design And Build Your Product? How D...Elaine Chen
In this class, we will look at how you define a minimum viable product – and think about a “minimum viable BUSINESS product” that is saleable. We will discuss product safety and regulatory implications for a saleable hardware product and discuss practical ways to gauge purchase intent / pricing elasticity before investing in tooling. We will discuss ways to define the product, differentiate it from the competition, and have a protectable core technology or asset that makes it hard for fast followers to copy your strategy. We will talk about the concept of a product roadmap both via software upgrades to a hardware platform (like iOS upgrades) and via upgrades to the hardware platform itself (like iPhone upgrades).
Everybody knows all about lean startup, MVP, customer development and product/market fit (or at least, we hope everybody does). The key tenets make total sense: MVP as the smallest possible thing you can build to complete a build-measure-learn cycle; the need for speed; charge from day one if you can and so on. A software startup can easily go through two or three build-measure-learn cycle in a couple of months.
But what if your startup is creating a hardware product, where it takes 6 months or more to manufacture the smallest possible thing you can test with?
In this talk we will explore creative ways to apply key tenets of lean startup and customer development to hardware startups (ranging from consumer electronics to industrial products), where each product development and manufacturing cycle can run 6 months or longer. With minor tweaks, the same principles that help build great software startups quickly can be used to avoid capital expenditure mistakes in hardware startups. Join the conversation.
In this presentation we explore what personas are, why we build them, and the importance of identifying the right personas to build. We then take you through a real life example of how we used primary market research techniques to build a persona for an enterprise software product.
In this presentation we explore three transitions that a startup founder goes through as their startup grows and matures:
1) making their first hire
2) transitioning from a doer to a manager
3) transitioning from mostly managing to mostly leading
We explore common management traps and how to avoid them, and also provide practical tactics to help new managers to align, motivate and inspire people and to organize and coordinate work.
In this talk we discuss why it pays to define each MVP before building anything, common artifacts used to define an MVP, ways to formulate good hypotheses and test them in the market, and last but not least, what you need to know to plan and build the MVP successfully. Interactive exercises are incorporated in this talk.
Disciplined Entrepreneurship: How Do You Design And Build Your Product? How D...Elaine Chen
In this class, we will look at how you define a minimum viable product – and think about a “minimum viable BUSINESS product” that is saleable. We will discuss product safety and regulatory implications for a saleable hardware product and discuss practical ways to gauge purchase intent / pricing elasticity before investing in tooling. We will discuss ways to define the product, differentiate it from the competition, and have a protectable core technology or asset that makes it hard for fast followers to copy your strategy. We will talk about the concept of a product roadmap both via software upgrades to a hardware platform (like iOS upgrades) and via upgrades to the hardware platform itself (like iPhone upgrades).
Everybody knows all about lean startup, MVP, customer development and product/market fit (or at least, we hope everybody does). The key tenets make total sense: MVP as the smallest possible thing you can build to complete a build-measure-learn cycle; the need for speed; charge from day one if you can and so on. A software startup can easily go through two or three build-measure-learn cycle in a couple of months.
But what if your startup is creating a hardware product, where it takes 6 months or more to manufacture the smallest possible thing you can test with?
In this talk we will explore creative ways to apply key tenets of lean startup and customer development to hardware startups (ranging from consumer electronics to industrial products), where each product development and manufacturing cycle can run 6 months or longer. With minor tweaks, the same principles that help build great software startups quickly can be used to avoid capital expenditure mistakes in hardware startups. Join the conversation.
In this presentation we explore what personas are, why we build them, and the importance of identifying the right personas to build. We then take you through a real life example of how we used primary market research techniques to build a persona for an enterprise software product.
In this presentation we explore three transitions that a startup founder goes through as their startup grows and matures:
1) making their first hire
2) transitioning from a doer to a manager
3) transitioning from mostly managing to mostly leading
We explore common management traps and how to avoid them, and also provide practical tactics to help new managers to align, motivate and inspire people and to organize and coordinate work.
A/B Testing best practices from strategic vision to operational considerations to communication and finally expectations management. We need to adhere to fundamental project management, technology, statistical, experimental design, UX Design, Customer Relationship, business and data principles to ensure that the insights and hence the decision is as trustworthy as possible.
A primer on AB testing and it's application in ecommerce. A necessary tool in every product manager's arsenal. Covers the principles behind setting up a good test and the statistical tools required to analyze results.
This class will introduce the idea of a scientific approach to product development. We’ll focus on how to make sure we build products customers love, starting with how to frame hypotheses and perform user research.
How can you adopt innovation at your company ? Why should you bother ? How can you do it ? What matters and why ?
Here I share my learning from starting and running a startup and building data science products in thomson reuters and other organizations
Cro webinar what you're doing wrong in your cro program (sharable version)VWO
In this session, Shiva shares insights from his experience of running conversion rate optimization programs for the past several years. He talks about collaboration, how you can navigate the politics of experimentation, testing to learn and not win, and much more.
SIGIR Tutorial on IR Evaluation: Designing an End-to-End Offline Evaluation P...Jin Young Kim
This tutorial aims to provide attendees with a detailed understanding of end-to-end evaluation pipeline based on human judgments (offline measurement). The tutorial will give an overview of the state of the art methods, techniques, and metrics necessary for each stage of evaluation process. We will mostly focus on evaluating an information retrieval (search) system, but the other tasks such as recommendation and classification will also be discussed. Practical examples will be drawn both from the literature and from real world usage scenarios in industry.
Reverse Chaos Method of Requirements Prioritisation Gena Drahun
Practical method of requirements prioritisation based on the Statistics of Product Success from Chaos Manifesto from Standish Group.
+ As bonus some thoughts and clarification of the definition of Minimum Viable Product and Minimum Viable Feature.
Presentation for UX Camp Amsterdam 2015, 9 September 2015.
How to Build an AI/ML Product and Sell it by SalesChoice CPOProduct School
Main takeaways:
- How to identify the use cases to build an AI/ML product?
- What are the challenges that you would face and how to over come them?
- How to establish stake holder buy-in and design the go-to market strategy?
[DevDay2019] Lean UX - By Bryant Castro, Bryant Castro at WizelineDevDay.org
Lean UX helps teams build the minimal product necessary to validate risky assumptions and minimize the time to market with the right product. On this lecture, Lean UX principles and its value to the product cycle will be introduced. Also, the methods and tools that will help you get feedback from users and learn rapidly will be discussed. This session is geared towards those who are interested in UX but have no much experience, those looking for new methods to improve their current product processes, and anyone interested in design, business, and user centered design.
In this talk we explore why we should document hypotheses for new ventures, how to write a good, testable hypothesis, and explore practical ways to perform MVP/hypothesis testing in the field.
Disciplined Entrepreneurship: What can you do for your customer?Elaine Chen
In this class, we will explore how, given a target market and chosen user persona, we can come up with a solution that solves these problems and meets the needs and wants of the customer. We will discuss how to come up with ways to develop high level product concepts that can be tested in the field. We will cover hypothesis testing techniques, including classical quantitative techniques like usability benchmarks as well as modern techniques such as the use of landing pages to test product interest and purchase intent.
A/B Testing best practices from strategic vision to operational considerations to communication and finally expectations management. We need to adhere to fundamental project management, technology, statistical, experimental design, UX Design, Customer Relationship, business and data principles to ensure that the insights and hence the decision is as trustworthy as possible.
A primer on AB testing and it's application in ecommerce. A necessary tool in every product manager's arsenal. Covers the principles behind setting up a good test and the statistical tools required to analyze results.
This class will introduce the idea of a scientific approach to product development. We’ll focus on how to make sure we build products customers love, starting with how to frame hypotheses and perform user research.
How can you adopt innovation at your company ? Why should you bother ? How can you do it ? What matters and why ?
Here I share my learning from starting and running a startup and building data science products in thomson reuters and other organizations
Cro webinar what you're doing wrong in your cro program (sharable version)VWO
In this session, Shiva shares insights from his experience of running conversion rate optimization programs for the past several years. He talks about collaboration, how you can navigate the politics of experimentation, testing to learn and not win, and much more.
SIGIR Tutorial on IR Evaluation: Designing an End-to-End Offline Evaluation P...Jin Young Kim
This tutorial aims to provide attendees with a detailed understanding of end-to-end evaluation pipeline based on human judgments (offline measurement). The tutorial will give an overview of the state of the art methods, techniques, and metrics necessary for each stage of evaluation process. We will mostly focus on evaluating an information retrieval (search) system, but the other tasks such as recommendation and classification will also be discussed. Practical examples will be drawn both from the literature and from real world usage scenarios in industry.
Reverse Chaos Method of Requirements Prioritisation Gena Drahun
Practical method of requirements prioritisation based on the Statistics of Product Success from Chaos Manifesto from Standish Group.
+ As bonus some thoughts and clarification of the definition of Minimum Viable Product and Minimum Viable Feature.
Presentation for UX Camp Amsterdam 2015, 9 September 2015.
How to Build an AI/ML Product and Sell it by SalesChoice CPOProduct School
Main takeaways:
- How to identify the use cases to build an AI/ML product?
- What are the challenges that you would face and how to over come them?
- How to establish stake holder buy-in and design the go-to market strategy?
[DevDay2019] Lean UX - By Bryant Castro, Bryant Castro at WizelineDevDay.org
Lean UX helps teams build the minimal product necessary to validate risky assumptions and minimize the time to market with the right product. On this lecture, Lean UX principles and its value to the product cycle will be introduced. Also, the methods and tools that will help you get feedback from users and learn rapidly will be discussed. This session is geared towards those who are interested in UX but have no much experience, those looking for new methods to improve their current product processes, and anyone interested in design, business, and user centered design.
In this talk we explore why we should document hypotheses for new ventures, how to write a good, testable hypothesis, and explore practical ways to perform MVP/hypothesis testing in the field.
Disciplined Entrepreneurship: What can you do for your customer?Elaine Chen
In this class, we will explore how, given a target market and chosen user persona, we can come up with a solution that solves these problems and meets the needs and wants of the customer. We will discuss how to come up with ways to develop high level product concepts that can be tested in the field. We will cover hypothesis testing techniques, including classical quantitative techniques like usability benchmarks as well as modern techniques such as the use of landing pages to test product interest and purchase intent.
There are many well understood and widely adopted methodologies for building software products. However, the nuances in application often differ widely from company to company.
This deck articulates a framework that I have developed over my career. Some concepts are exclusively my own. Some borrow wholesale from people much smarter than myself: Eric Ries, Anthony Ulwick, Michael Cohn, Clayton Christensen, Alan Klement (I cite sources extensively throughout this deck).
This framework takes an inherently unpredictable, creative process, and makes it repeatable while maintaining flexibility. There is lots of room to adapt and innovate within this framework, both individually and as a team. However, I think it is important that a product organization in a company (developers, designers and PMs) speaks a consistent language and shares the same fundamental methodology. That’s what this framework provides.
Agile experiments in Machine Learning with F#J On The Beach
Just like traditional applications development, machine learning involves writing code. One aspect where the two differ is the workflow. While software development follows a fairly linear process (design, develop, and deploy a feature), machine learning is a different beast. You work on a single feature, which is never 100% complete. You constantly run experiments, and re-design your model in depth at a rapid pace. Traditional tests are entirely useless. Validating whether you are on the right track takes minutes, if not hours.
In this talk, we will take the example of a Machine Learning competition we recently participated in, the Kaggle Home Depot competition, to illustrate what "doing Machine Learning" looks like. We will explain the challenges we faced, and how we tackled them, setting up a harness to easily create and run experiments, while keeping our sanity. We will also draw comparisons with traditional software development, and highlight how some ideas translate from one context to the other, adapted to different constraints.
Cloudera Data Science Challenge 3 Solution by Doug NeedhamDoug Needham
This is my solution for the Cloudera Data Science Challenge 3. I use Spark MLLib for problem1, and Spark GraphX for problem3. Problem2 is "simple" streaming map-reduce.
Defining a Minimum Viable Product (MVP)Eric Swenson
So you’ve begun the product development process. But there’s more to consider as a product manager. How do you know when you’ve built something sufficient as the initial product launch? How can you manage to continually iterate improvements to that product, once it’s been launched? Session Two addresses the challenge of delivering functionality with integrity!
This presentation was provided by Eric Swenson of Swensonia Consulting, during Session Two of the NISO event "Agile Product and Project Management for Information Products and Services," held on May 21, 2020.
SOLVING MLOPS FROM FIRST PRINCIPLES, DEAN PLEBAN, DagsHubDevOpsDays Tel Aviv
One of the hardest challenges data teams face today is selecting which tools to use in their workflow. Marketing messages are vague, and you continuously hear of new buzzwords you “just have to have in your stack”. There is a constant stream of new tools, open-source and proprietary that make buyer’s remorse especially bad. I call it “MLOps Fatigue”.
This talk will not discuss a specific MLOps tool, but instead present guidelines and mental models for how to think about the problems you and your team are facing, and how to select the best tools for the task. We will review a few example problems, analyze them, and suggest Open Source solutions for them. We will provide a mental framework that will help tackle future problems you might face and extract the concrete value each tool provides.
What you’ll learn
You’ll learn what signals to watch for to notice you might have MLOps fatigue. How to define the challenge you’re facing and which questions to ask in order to build a “decision tree” for selecting the best-suited tools for the task. A few examples for using this framework in practice on challenges involving data management and automating training/pipeline tasks
About 2 years ago we faced a crisis in our DevOps consulting company - the market demand was higher than we could supply. The traditional recruiting process depending on CV and artificial credentials was not working. So we came up with an alternative solution, and since then - we are growing exponentially and diversely. In this talk we will show the practical tools we deployed in order to increase our capacity, and we will show how these tools overcome the inherited bias in the process.
Presentation I did at Hussian College of Art in Philly. Covers the use of story ideas in viewing product management and design as focusing on experiences, not products/features. Also has a bit at the end about my thoughts on mixing story and generative design (computational exploration) as the future of design.
Grace Ng | SearchLove San Diego, 'Designing Effective Experiments for Product...Distilled
Every product decision is an experiment. If we can reframe our thinking from launching campaigns and building features to challenging assumptions and running experiments, then we can increase our productivity and get better results with less effort. Grace will share a structured process for designing effective experiments, and talk about some of the common pitfalls and challenges teams face when running experiments in their companies. Using examples from her work helping product teams within large companies, Grace will reveal a few ways to overcome these challenges.
UX Prototyping (UXiD) - Handout by Anton Chandra and Bahni MahariashaAnton Chandra
This is handout presentation on UXiD 2018 event
Title: UX Prototyping - How to make it and define the success metrics
by Anton Chandra and Bahni Mahariasha
5 Lessons Learned in Product Management by Twitch Senior PMProduct School
Main takeaways:
- How to take a non traditional path to product management
- How to leverage your unique background to differentiate yourself as a Product Manager
- Steps you can take to build your product management skills/portfolio while in other fields
Similar to MEMSI January 2018: DE2- What can you do for your customer? + DE 5 - Hypothesis testing (20)
In this workshop, Elaine Chen, Cummings Family Professor of the Practice in Entrepreneurship and the Director of the Derby Entrepreneurship Center at Tufts, will be talking about how to use primary market research techniques to learn about the market and customer for innovative new venture creation.
Jumbo Cafe: Building the right solution with Dr. Sanna GaspardElaine Chen
Professor Elaine Chen, Director of the Derby Entrepreneurship Center at Tufts, will be joined by Sanna Gaspard, Ph.D., CoFounder & CEO of Rubitection in an interactive workshop on how to build the right solution that solves the right problems for your target customers. We will cover how to describe your solution concept so it speaks to your customers, how to think about your competitive advantage and how to position your solution so it is different and better than the alternative. We will use Sanna's company, Rubitection, a medical devices company, as a case study to see how these frameworks and skills apply in real life.
Jumbo Cafe "Innovating with Impact": Choosing Problems Worth SolvingElaine Chen
You are passionate about making a difference in the world – but there are so many problems you could solve. Which problem should you start with? How do you find your passion? Join Professor Elaine Chen, Director of Derby Entrepreneurship Center, in a fast-paced ideation session to find problems worth solving. We will use problem prompts to guide you through a brainstorming session to come up with problems worth solving, and give you tools to choose one to start with. You will also learn to use a virtual whiteboarding tool to facilitate your own brainstorming process and collaborate with others in real time. Open to all.
At the Derby Entrepreneurship Center, we develop an entrepreneurial mindset and skillset among Tufts students, alumni, faculty, staff and community members. We empower you to embrace your purpose and become impactful leaders through an innovative and entrepreneurial approach.
Introduction to the Tufts Entrepreneurship Center - we help Tufts students, alumni and community members acquire an entrepreneurial mindset and skillset
Antifragile: Entrepreneurial Thinking in a Rapidly Changing WorldElaine Chen
In this talk, we explore the concept of "Antifragility" - the ability to survive and thrive under stress, becoming stronger and better than before a crisis. We explore how entrepreneurs fundamentally have to be antifragile, and how we might adopt this mindset and help others in our organizations to do the same.
In this talk, Elaine dispells three myths about robots taking jobs from humans, and reflects on the future of work with robots and humans working in collaboration.
MEMSI 2019: Disciplined Entrepreneurship overview | Building a Winning TeamElaine Chen
We review the Disciplined Entrepreneurship framework which helps entrepreneurs approach venture building in 3 phases: Defining who the customer is, deciding what they can do for the customer, and figuring out how to make money. We then talk about how to build an effective team, including roles and responsibilities, effective team process and conflict resolution.
Primary Market Research in Emerging MarketsElaine Chen
In this interactive workshop, we explore best practices in performing primary market research in an emerging/frontier market where the researchers themselves may not speak the language or know the culture or use case.
Introduction to Primary Market ResearchElaine Chen
In this talk, we follow the early journey of Aavia, an MIT femtech startup, and learn how they used best practices to conduct primary market research in three areas: Discovery research, solution research, and willingness to pay. We wrap up the session with an in-class exercise to practice the technique of open ended interviews.
Introduction to Disciplined EntrepreneurshipElaine Chen
In this talk, we follow the story of Spyce, an MIT startup featuring restaurants with a robot kitchen, and look at how they navigated the key themes in Disciplined Entrepreneurship: Who is your customer, What can you do for your customer, and Making Money.
In this lighthearted talk, Elaine looks at what's changed between when she graduated from MIT and when fresh graduates will hit the workforce next June - and discusses strategies for smaller companies, or companies that are not in one of the tech hubs, to attract MIT talent to go work for them.
Enterprise Excellence is Inclusive Excellence.pdfKaiNexus
Enterprise excellence and inclusive excellence are closely linked, and real-world challenges have shown that both are essential to the success of any organization. To achieve enterprise excellence, organizations must focus on improving their operations and processes while creating an inclusive environment that engages everyone. In this interactive session, the facilitator will highlight commonly established business practices and how they limit our ability to engage everyone every day. More importantly, though, participants will likely gain increased awareness of what we can do differently to maximize enterprise excellence through deliberate inclusion.
What is Enterprise Excellence?
Enterprise Excellence is a holistic approach that's aimed at achieving world-class performance across all aspects of the organization.
What might I learn?
A way to engage all in creating Inclusive Excellence. Lessons from the US military and their parallels to the story of Harry Potter. How belt systems and CI teams can destroy inclusive practices. How leadership language invites people to the party. There are three things leaders can do to engage everyone every day: maximizing psychological safety to create environments where folks learn, contribute, and challenge the status quo.
Who might benefit? Anyone and everyone leading folks from the shop floor to top floor.
Dr. William Harvey is a seasoned Operations Leader with extensive experience in chemical processing, manufacturing, and operations management. At Michelman, he currently oversees multiple sites, leading teams in strategic planning and coaching/practicing continuous improvement. William is set to start his eighth year of teaching at the University of Cincinnati where he teaches marketing, finance, and management. William holds various certifications in change management, quality, leadership, operational excellence, team building, and DiSC, among others.
Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
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India Orthopedic Devices Market: Unlocking Growth Secrets, Trends and Develop...Kumar Satyam
According to TechSci Research report, “India Orthopedic Devices Market -Industry Size, Share, Trends, Competition Forecast & Opportunities, 2030”, the India Orthopedic Devices Market stood at USD 1,280.54 Million in 2024 and is anticipated to grow with a CAGR of 7.84% in the forecast period, 2026-2030F. The India Orthopedic Devices Market is being driven by several factors. The most prominent ones include an increase in the elderly population, who are more prone to orthopedic conditions such as osteoporosis and arthritis. Moreover, the rise in sports injuries and road accidents are also contributing to the demand for orthopedic devices. Advances in technology and the introduction of innovative implants and prosthetics have further propelled the market growth. Additionally, government initiatives aimed at improving healthcare infrastructure and the increasing prevalence of lifestyle diseases have led to an upward trend in orthopedic surgeries, thereby fueling the market demand for these devices.
What are the main advantages of using HR recruiter services.pdfHumanResourceDimensi1
HR recruiter services offer top talents to companies according to their specific needs. They handle all recruitment tasks from job posting to onboarding and help companies concentrate on their business growth. With their expertise and years of experience, they streamline the hiring process and save time and resources for the company.
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Remote sensing and monitoring are changing the mining industry for the better. These are providing innovative solutions to long-standing challenges. Those related to exploration, extraction, and overall environmental management by mining technology companies Odisha. These technologies make use of satellite imaging, aerial photography and sensors to collect data that might be inaccessible or from hazardous locations. With the use of this technology, mining operations are becoming increasingly efficient. Let us gain more insight into the key aspects associated with remote sensing and monitoring when it comes to mining.
[Note: This is a partial preview. To download this presentation, visit:
https://www.oeconsulting.com.sg/training-presentations]
Sustainability has become an increasingly critical topic as the world recognizes the need to protect our planet and its resources for future generations. Sustainability means meeting our current needs without compromising the ability of future generations to meet theirs. It involves long-term planning and consideration of the consequences of our actions. The goal is to create strategies that ensure the long-term viability of People, Planet, and Profit.
Leading companies such as Nike, Toyota, and Siemens are prioritizing sustainable innovation in their business models, setting an example for others to follow. In this Sustainability training presentation, you will learn key concepts, principles, and practices of sustainability applicable across industries. This training aims to create awareness and educate employees, senior executives, consultants, and other key stakeholders, including investors, policymakers, and supply chain partners, on the importance and implementation of sustainability.
LEARNING OBJECTIVES
1. Develop a comprehensive understanding of the fundamental principles and concepts that form the foundation of sustainability within corporate environments.
2. Explore the sustainability implementation model, focusing on effective measures and reporting strategies to track and communicate sustainability efforts.
3. Identify and define best practices and critical success factors essential for achieving sustainability goals within organizations.
CONTENTS
1. Introduction and Key Concepts of Sustainability
2. Principles and Practices of Sustainability
3. Measures and Reporting in Sustainability
4. Sustainability Implementation & Best Practices
To download the complete presentation, visit: https://www.oeconsulting.com.sg/training-presentations
Explore our most comprehensive guide on lookback analysis at SafePaaS, covering access governance and how it can transform modern ERP audits. Browse now!
Personal Brand Statement:
As an Army veteran dedicated to lifelong learning, I bring a disciplined, strategic mindset to my pursuits. I am constantly expanding my knowledge to innovate and lead effectively. My journey is driven by a commitment to excellence, and to make a meaningful impact in the world.
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MEMSI January 2018: DE2- What can you do for your customer? + DE 5 - Hypothesis testing
1. MIT Entrepreneurship and
Maker Skills Integrator
DE Theme 2: What can you do for your customer?
DE Theme 5: How do you design and build your product?
January 2018
Elaine Chen
7. Full Life Cycle Use Case
7
Find out
they
need
some-
thing
Explore
options
Anal-
yze
options
Get
Product
Install
Use &
Get
Value
Determ-
ine
Value
Pay
Buy
More
Tell
Others
12. VALUE PROPOSITION
Quantified Value Proposition
Task: transferring paint cylinders from one
conveyor to another
Without Baxter: 1 operator per shift x 2
shifts - $104k annual cost
With Baxter: Up front cost $32,000 + $625
annual operating cost
Savings analysis: 4 MONTHS ROI
3 year savings: $310k
18. What is the core for each of these companies?
18
Subscriber list
Online fulfilment etc etc
Customer Experience
Hardcore technology
Search etc etcOperational excellence
24. Basic structure
24
I believe [target market] will [do this action /
use this solution] for [this reason].
Easily testable
25. Example hypotheses
25
I believe frustrated sleepers will wear a
headband every night to measure their
sleep quality to understand what’s going on.
I believe plant managers will buy Baxter
without a proof-of-concept because the
price is below the POC threshold.
26. Which hypothesis should you test first?
26
Pick the first hypothesis you want to test – and define a
corresponding MVP to test it with
Riskiest
Longest lead time
Costliest if invalidated
… etc
27. In class exercise: Hypotheses
27
Define the top 3-5 riskiest hypotheses that, if invalidated,
could cause a pivot for the frozen treat venture.
For each hypothesis, use this structure (or at least start
with “I believe”):
I believe [target market] will [do this action / use this
solution] for [this reason].
Pick 1 hypothesis to be tested first
32. iOS App MVP Test
32
Hypothesis: “I believe users will find the gesture UX
delightful.”
MVP: Functional interactive prototype
Experiment: Usability benchmark. Users were given
tasks to complete that required them figuring out the
gesture UX on their own.
Duration: 30 min UX test + 15 min debrief
Threshold: 50% of users will complete the task.
Result: 0% figured it out.
We killed the feature.
34. Examples of ”currency”
• Yes to scheduling a meeting to discuss
• Actually getting a scheduled meeting on the calendar
• Actually meeting you
• Giving you the email of someone else you should meet
• E-introducing you to someone else you should meet
• Providing an email address
• Providing Credit Card for a pre-order (no charge)
• Providing Credit Card for a pre-order (charged, rain check provided)
• … etc
34
38. Example 4: Paid concierge beta
38
Hypothesis: “User will pay for this SaaS
visualization service”.
MVP: Fully faked via emails and Photoshop
Experiment: 10 customer, paid beta
Duration: 3 months
Currency: $199/month, prepaid
Threshold: Able to close more than 5 for beta
They closed 10. It’s a GO!
Extreme example of “get paid from day 1” without a
line of code
43. Elevator pitch
• Take what you’ve got thus far with the hypothetical
customer, end user, use case, and product concept…
• And concoct a 60 second elevator pitch. WE WILL TIME
YOU AND CUT YOU OFF.
• What to include in some order:
• Problem (must have)
• Solution (must have)
• Benefits
• Ask
• Have fun with it!
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