LiquiLume Diagnostics develops molecular diagnostic devices that can detect individual molecules rapidly and inexpensively. Their initial focus is on nucleic acid testing (NAT) and protein biomarkers. They plan to first sell to research laboratories for research use only, then pursue FDA clearance to sell to clinical labs and hospitals. Their technology allows highly automated sample processing and analysis at low concentrations and low cost compared to standard methods.
A go-to-market strategy (GTM strategy) is an action plan that specifies how a company will reach customers and achieve competitive advantage. The purpose of a GTM strategy is to provide a blueprint for delivering a product or service to the end customer, taking into account such factors as pricing and distribution. A GTM strategy is somewhat similar to a business plan, although the latter is broader in scope and considers such factors as funding.
MIT Start Smart workshop - Maximizing Your Go-to-Market Strategy - 06252012Stephen Davis
The document discusses strategies for aligning sales and marketing efforts. It provides tips for developing a common understanding of the ideal customer between sales and marketing. This includes jointly defining what constitutes a "sales-ready" lead. It also stresses the importance of inbound marketing tactics that focus on creating and nurturing leads, rather than traditional ads, in order to capitalize on consumers' increasing reliance on peer recommendations.
The document discusses various topics related to product strategy including customer value hierarchy, product classifications, factors that differentiate products, product mix considerations, and product line management techniques. It provides examples of product variants from companies like HUL and challenges related to product recalls using Toyota's delayed unintended acceleration recall as a case study.
The document discusses go-to-market strategies versus marketing strategies. It notes that go-to-market strategies specifically focus on product launches, while marketing strategies can apply to ongoing activities. Go-to-market strategies involve additional components to coordinate with product development. Once launched, the go-to-market strategy evolves into an overall marketing strategy. The document then provides details on developing effective go-to-market strategies, including defining target markets, sales processes, distribution channels, and product roadmaps.
New Pharma approach: from (e-)detailing to customer & patients excellence: a ...A.R.J. (Rob) Halkes
In the demand for a new business model for pharma, the roadmap from current promotion via detailing to a more engaging way to physicians and health care providers, may lead stepwise to improved servicing to physicians and may lead to collaboration to co-create patient care. Role of social media to pharma and multichannel approaches may so find its position in new pharma marketing.
This document provides an overview of go-to-market strategies and concepts. It discusses defining markets, segmentation, targeting, positioning, differentiation, and understanding your ecosystem. Key points covered include estimating market size, talking to potential customers and competitors to understand opportunities and gaps, defining segments that are measurable, accessible, substantial and differentiable, and selecting segments to target. The document also discusses positioning, competitive advantages, marketing vs sales approaches, applying marketing principles to new business models, building customer personas, immutable marketing laws, and low-cost marketing tools.
1) The document outlines a marketing planning template for IBM business partners to generate software revenue growth. It includes identifying revenue targets, growth areas, projected revenue and leads needed to hit targets, and determining the target mix from new and existing customers.
2) The template provides guidance on selecting target industries, audiences, and key messages tailored to different stages of the buyer's journey. It also addresses allocating marketing and sales resources.
3) The template is designed to help business partners develop a full year marketing plan with targeted activities, timelines, budgets, and assigned responsibilities to generate qualified leads and achieve required revenue.
A go-to-market strategy (GTM strategy) is an action plan that specifies how a company will reach customers and achieve competitive advantage. The purpose of a GTM strategy is to provide a blueprint for delivering a product or service to the end customer, taking into account such factors as pricing and distribution. A GTM strategy is somewhat similar to a business plan, although the latter is broader in scope and considers such factors as funding.
MIT Start Smart workshop - Maximizing Your Go-to-Market Strategy - 06252012Stephen Davis
The document discusses strategies for aligning sales and marketing efforts. It provides tips for developing a common understanding of the ideal customer between sales and marketing. This includes jointly defining what constitutes a "sales-ready" lead. It also stresses the importance of inbound marketing tactics that focus on creating and nurturing leads, rather than traditional ads, in order to capitalize on consumers' increasing reliance on peer recommendations.
The document discusses various topics related to product strategy including customer value hierarchy, product classifications, factors that differentiate products, product mix considerations, and product line management techniques. It provides examples of product variants from companies like HUL and challenges related to product recalls using Toyota's delayed unintended acceleration recall as a case study.
The document discusses go-to-market strategies versus marketing strategies. It notes that go-to-market strategies specifically focus on product launches, while marketing strategies can apply to ongoing activities. Go-to-market strategies involve additional components to coordinate with product development. Once launched, the go-to-market strategy evolves into an overall marketing strategy. The document then provides details on developing effective go-to-market strategies, including defining target markets, sales processes, distribution channels, and product roadmaps.
New Pharma approach: from (e-)detailing to customer & patients excellence: a ...A.R.J. (Rob) Halkes
In the demand for a new business model for pharma, the roadmap from current promotion via detailing to a more engaging way to physicians and health care providers, may lead stepwise to improved servicing to physicians and may lead to collaboration to co-create patient care. Role of social media to pharma and multichannel approaches may so find its position in new pharma marketing.
This document provides an overview of go-to-market strategies and concepts. It discusses defining markets, segmentation, targeting, positioning, differentiation, and understanding your ecosystem. Key points covered include estimating market size, talking to potential customers and competitors to understand opportunities and gaps, defining segments that are measurable, accessible, substantial and differentiable, and selecting segments to target. The document also discusses positioning, competitive advantages, marketing vs sales approaches, applying marketing principles to new business models, building customer personas, immutable marketing laws, and low-cost marketing tools.
1) The document outlines a marketing planning template for IBM business partners to generate software revenue growth. It includes identifying revenue targets, growth areas, projected revenue and leads needed to hit targets, and determining the target mix from new and existing customers.
2) The template provides guidance on selecting target industries, audiences, and key messages tailored to different stages of the buyer's journey. It also addresses allocating marketing and sales resources.
3) The template is designed to help business partners develop a full year marketing plan with targeted activities, timelines, budgets, and assigned responsibilities to generate qualified leads and achieve required revenue.
This document outlines a go-to-market strategy framework for a new product. It includes elements such as developing a clear product statement, conducting user research, creating marketing and sales plans, producing collateral like datasheets and videos, and establishing a lead qualification matrix to help sales qualify and move leads through the funnel. Regular meetings between sales and marketing are also recommended to coordinate activities and gather customer feedback. The goal is to bring the new product smoothly to market.
The document outlines a go-to-market strategy with sections covering product strategy, inbound marketing, customer experience, feedback, outbound marketing, and external analysis. The goal is to connect a company's product vision, positioning, and roadmap to customer acquisition, retention, and support through thought leadership, social media, events, and adapting to social, technological, economic, and political conditions.
The document outlines a proposed biosensor patch called Bio-Patch that uses microneedles and a microchip to enable continuous monitoring of biomarkers like insulin levels and wireless transmission of data. It discusses developing a business model and marketing strategy for the biosensor patch, evaluating regulations and costs, and conducting initial customer discovery interviews. The financial analysis projects strong profitability within the first few years of bringing the biosensor patch to market.
The document provides an overview of a workshop on understanding markets and go-to-market strategy. It discusses several key aspects of defining a target market, including identifying customer needs and pain points. It then outlines steps for developing an effective go-to-market strategy, including defining messaging and partnerships, identifying sales processes, and structuring product deployment.
1. Developing a market strategy involves studying how to exploit a firm's resources to achieve marketplace success, deciding on actions, and updating the strategy during implementation.
2. Business strategy is the cornerstone for market strategy and involves understanding a firm's core competencies, capabilities, and partners' resources to craft fundamental value-based strategies like product leadership, customer intimacy, and operational excellence.
3. Effective market strategies are informed by business strategies focused on unique resources and delivering superior customer value through innovation, customization, or efficiency.
The document outlines Key Practices Inc.'s presentation on developing effective go-to-market channel strategies. It emphasizes focusing on understanding customers, developing a clear value proposition, integrating sales and marketing through CRM, establishing multiple sales channels, and measuring performance. The presentation provides best practices around identifying customer needs, articulating benefits to the customer, selecting the right target markets, understanding competitors, and ensuring marketing and sales work together to close the loop from lead to purchase.
Brand valuation is a complex process with many paradoxes and uncertainties. While brands can account for a large portion of a company's market capitalization, traditional accounting rules do not reflect brand value on the balance sheet. A brand's value depends highly on the industry context and potential buyers. There are multiple approaches to valuing brands, including market, cost, and income, but each has limitations. Prophet's methodology uses financial modeling of brand contribution to economic profit combined with consumer research to determine a brand valuation.
Business Intelligence & Technology_Pharmaceutical BIVikas Soni
An overview of business intelligence introduction, trends, components, approaches, functions, architecture and necessity to any successful business and applications of this BI approach for the better decision making in a pharmaceutical or health industry.
Data Quality Management - Data Issue Management & Resolutionn / Practical App...Burak S. Arikan
One of the key stepping stones to turn the theoretical Data Governance concept to reality is the implementation of data issue management and resolution (IMR) process which includes tools, processes, governance and most importantly persistence to get to the bottom of the each data quality issue.
This presentation lays down the basic components of IMR process and tries to guide practitioners. This process was applied along with an in-house configured SharePoint management tool with workflows.
marketing Strategy on Android App-Health plusBiswajeet Sahu
Health Plus+ is a mobile app that aims to connect patients and healthcare organizations. It will allow patients to engage with their healthcare providers early and directly through the app, relieving physician responsibilities. The app will provide healthcare information and a question-and-answer forum. It will also offer youth consultancy services. The goal is to make healthcare more accessible, especially in rural areas of India. Key features will include an interactive directory of doctors and hospitals, appointment scheduling, and health tracking tools. The app will generate revenue through advertisements, in-app purchases, and premium subscriptions.
This document provides an overview of topics discussed at the UCSF Lean LaunchPad For Life Sciences on October 8, 2013, including customer segmentation, value propositions, fitting diagnostics into the business model canvas, and defining customers. It discusses defining customer archetypes and segments. Regulation of in vitro diagnostic products by the FDA and other agencies is briefly outlined. It stresses that regulators and reimbursement entities should be considered part of the customer ecosystem. Next steps outlined are standard topics from the syllabus plus overviews of the diagnostic ecosystem, regulations, and reimbursement.
Lilly Pulitzer is enhancing its brand awareness and increasing sales by targeting college students and young adults. Research shows this demographic spends a lot of time on social media and technology. Lilly Pulitzer will use various marketing strategies like print ads, direct mail, digital media, and in-store promotions to reach this audience. Competitor Vera Bradley also targets a similar demographic with colorful products and a focus on quality. Lilly Pulitzer aims to learn from Vera Bradley's success in media coverage and expanding product lines.
How to Nail the Customer Problem Statement by Amazon Sr PMProduct School
This document provides guidance on how to develop an effective customer problem statement. It emphasizes that understanding the customer problem is the most important part of building a successful product. The document recommends spending significant time identifying the problem through primary and secondary research before jumping to solutions. It provides frameworks for writing a good problem statement, including defining who has the problem, when it occurs, what the specific problem is, its impact, and how the problem is known. The document stresses validating the problem statement with customer anecdotes and data.
Executive Transitions Market Study Reportpwharv6pack
About the Survey
The Institute of Executive Development and global coaching and consulting alliance Alexcel Group
conducted a year long market survey in 2007 and 2008 to examine the transitions that top
executives make into and through organizations, and road blocks that can occur in the process
along with the organizational roles and processes that may facilitate such transitions and change.
Case Analysis - HubSpot: Inbound Marketing and Web 2.0 Saptarshi Dhar
- Hubspot was founded in 2006 to provide inbound marketing software to help small businesses compete through new online marketing approaches.
- It uses informative content to attract prospective customers and build relationships through content marketing, social media distribution, and community engagement.
- Inbound marketing is more efficient than outbound as it only targets interested customers, with leads costing 5-7 times less than outbound.
- Hubspot offers content design, management, optimization, analytics and intelligence tools to help businesses attract and convert leads.
The document proposes a diagnostics platform that leverages personal glucose meters to directly read out target concentrations from patient samples. This allows for therapeutic drug monitoring, clinical trial companion diagnostics, and medical diagnosis of many diseases.
Initial targets were diabetes patients to measure HbA1c using existing glucose meters. However, drug monitoring during clinical trials and after market approval emerged as a better fit due to meeting value propositions of immediacy, low cost, convenience, and allowing for more frequent testing.
Partnering with pharmaceutical companies provides financial support and an outlet to sell final products. Glucose meter companies and pharmaceutical companies are key customers and markets due to improved drug development and clinical trials from fast, low-cost monitoring improving
Porter's Value Chain model analyzes a firm's activities and how they create value. It identifies primary activities like operations, marketing, and service, and support activities like procurement, technology development, and human resources. Porter argued that by excelling in value chain activities through cost advantages, firms can achieve competitive advantage. Cost advantages come from reducing individual activity costs or reconfiguring the entire value chain.
Developing Your Go to Market Strategy - For Startup Founders & EntrepreneursAdam Moalla
How to think about your new business go to market strategy?
In my accelerators mentoring sessions, I try to bring all the knowledge I have built in the last 10 years into a 30min presentation, aiming to inspire entrepreneurs and startups founders and give them hints and tips on how to think and develop their go to market strategy as an essential part of successfully launching and growing their business idea.
These slides are by no mean a go-to-market strategy template but rather an elaboration on the different aspects of what constructs the process of building the sales and marketing activities of a new business.
The slides touch the following topics:
Things that you can control for your idea to be successful
Re-thinking your new business KPIs
Analysing the market objectively
Identifying target customers
Defining the "Minimum Viable Sales Process"
Widening the marketing activities
Tracking and optimisation
This document summarizes the business model development process of Nesher Technologies Inc., which is developing a single molecule detection technology. Through interviews with over 90 academic researchers, Nesher learned that researchers are interested in software to analyze single molecule data rather than capital equipment. Nesher also explored partnering with microscope and biotech companies but did not find product-market fit. Nesher pivoted to a software-focused business model, developing single molecule analysis software to sell to academic researchers.
Cybele is developing a Huntington's disease cell model using induced pluripotent stem cells to enable drug discovery. The team aims to create affected medium spiny neurons in vitro that can be used by academic researchers and pharmaceutical companies to identify potential drug targets and test compounds. Cybele is exploring commercializing purified cell populations for research or providing screening services using their cell model with partners. The company's goal is to accelerate Huntington's disease drug development and reduce costs by enabling earlier testing and failure of non-viable compounds.
This document outlines a go-to-market strategy framework for a new product. It includes elements such as developing a clear product statement, conducting user research, creating marketing and sales plans, producing collateral like datasheets and videos, and establishing a lead qualification matrix to help sales qualify and move leads through the funnel. Regular meetings between sales and marketing are also recommended to coordinate activities and gather customer feedback. The goal is to bring the new product smoothly to market.
The document outlines a go-to-market strategy with sections covering product strategy, inbound marketing, customer experience, feedback, outbound marketing, and external analysis. The goal is to connect a company's product vision, positioning, and roadmap to customer acquisition, retention, and support through thought leadership, social media, events, and adapting to social, technological, economic, and political conditions.
The document outlines a proposed biosensor patch called Bio-Patch that uses microneedles and a microchip to enable continuous monitoring of biomarkers like insulin levels and wireless transmission of data. It discusses developing a business model and marketing strategy for the biosensor patch, evaluating regulations and costs, and conducting initial customer discovery interviews. The financial analysis projects strong profitability within the first few years of bringing the biosensor patch to market.
The document provides an overview of a workshop on understanding markets and go-to-market strategy. It discusses several key aspects of defining a target market, including identifying customer needs and pain points. It then outlines steps for developing an effective go-to-market strategy, including defining messaging and partnerships, identifying sales processes, and structuring product deployment.
1. Developing a market strategy involves studying how to exploit a firm's resources to achieve marketplace success, deciding on actions, and updating the strategy during implementation.
2. Business strategy is the cornerstone for market strategy and involves understanding a firm's core competencies, capabilities, and partners' resources to craft fundamental value-based strategies like product leadership, customer intimacy, and operational excellence.
3. Effective market strategies are informed by business strategies focused on unique resources and delivering superior customer value through innovation, customization, or efficiency.
The document outlines Key Practices Inc.'s presentation on developing effective go-to-market channel strategies. It emphasizes focusing on understanding customers, developing a clear value proposition, integrating sales and marketing through CRM, establishing multiple sales channels, and measuring performance. The presentation provides best practices around identifying customer needs, articulating benefits to the customer, selecting the right target markets, understanding competitors, and ensuring marketing and sales work together to close the loop from lead to purchase.
Brand valuation is a complex process with many paradoxes and uncertainties. While brands can account for a large portion of a company's market capitalization, traditional accounting rules do not reflect brand value on the balance sheet. A brand's value depends highly on the industry context and potential buyers. There are multiple approaches to valuing brands, including market, cost, and income, but each has limitations. Prophet's methodology uses financial modeling of brand contribution to economic profit combined with consumer research to determine a brand valuation.
Business Intelligence & Technology_Pharmaceutical BIVikas Soni
An overview of business intelligence introduction, trends, components, approaches, functions, architecture and necessity to any successful business and applications of this BI approach for the better decision making in a pharmaceutical or health industry.
Data Quality Management - Data Issue Management & Resolutionn / Practical App...Burak S. Arikan
One of the key stepping stones to turn the theoretical Data Governance concept to reality is the implementation of data issue management and resolution (IMR) process which includes tools, processes, governance and most importantly persistence to get to the bottom of the each data quality issue.
This presentation lays down the basic components of IMR process and tries to guide practitioners. This process was applied along with an in-house configured SharePoint management tool with workflows.
marketing Strategy on Android App-Health plusBiswajeet Sahu
Health Plus+ is a mobile app that aims to connect patients and healthcare organizations. It will allow patients to engage with their healthcare providers early and directly through the app, relieving physician responsibilities. The app will provide healthcare information and a question-and-answer forum. It will also offer youth consultancy services. The goal is to make healthcare more accessible, especially in rural areas of India. Key features will include an interactive directory of doctors and hospitals, appointment scheduling, and health tracking tools. The app will generate revenue through advertisements, in-app purchases, and premium subscriptions.
This document provides an overview of topics discussed at the UCSF Lean LaunchPad For Life Sciences on October 8, 2013, including customer segmentation, value propositions, fitting diagnostics into the business model canvas, and defining customers. It discusses defining customer archetypes and segments. Regulation of in vitro diagnostic products by the FDA and other agencies is briefly outlined. It stresses that regulators and reimbursement entities should be considered part of the customer ecosystem. Next steps outlined are standard topics from the syllabus plus overviews of the diagnostic ecosystem, regulations, and reimbursement.
Lilly Pulitzer is enhancing its brand awareness and increasing sales by targeting college students and young adults. Research shows this demographic spends a lot of time on social media and technology. Lilly Pulitzer will use various marketing strategies like print ads, direct mail, digital media, and in-store promotions to reach this audience. Competitor Vera Bradley also targets a similar demographic with colorful products and a focus on quality. Lilly Pulitzer aims to learn from Vera Bradley's success in media coverage and expanding product lines.
How to Nail the Customer Problem Statement by Amazon Sr PMProduct School
This document provides guidance on how to develop an effective customer problem statement. It emphasizes that understanding the customer problem is the most important part of building a successful product. The document recommends spending significant time identifying the problem through primary and secondary research before jumping to solutions. It provides frameworks for writing a good problem statement, including defining who has the problem, when it occurs, what the specific problem is, its impact, and how the problem is known. The document stresses validating the problem statement with customer anecdotes and data.
Executive Transitions Market Study Reportpwharv6pack
About the Survey
The Institute of Executive Development and global coaching and consulting alliance Alexcel Group
conducted a year long market survey in 2007 and 2008 to examine the transitions that top
executives make into and through organizations, and road blocks that can occur in the process
along with the organizational roles and processes that may facilitate such transitions and change.
Case Analysis - HubSpot: Inbound Marketing and Web 2.0 Saptarshi Dhar
- Hubspot was founded in 2006 to provide inbound marketing software to help small businesses compete through new online marketing approaches.
- It uses informative content to attract prospective customers and build relationships through content marketing, social media distribution, and community engagement.
- Inbound marketing is more efficient than outbound as it only targets interested customers, with leads costing 5-7 times less than outbound.
- Hubspot offers content design, management, optimization, analytics and intelligence tools to help businesses attract and convert leads.
The document proposes a diagnostics platform that leverages personal glucose meters to directly read out target concentrations from patient samples. This allows for therapeutic drug monitoring, clinical trial companion diagnostics, and medical diagnosis of many diseases.
Initial targets were diabetes patients to measure HbA1c using existing glucose meters. However, drug monitoring during clinical trials and after market approval emerged as a better fit due to meeting value propositions of immediacy, low cost, convenience, and allowing for more frequent testing.
Partnering with pharmaceutical companies provides financial support and an outlet to sell final products. Glucose meter companies and pharmaceutical companies are key customers and markets due to improved drug development and clinical trials from fast, low-cost monitoring improving
Porter's Value Chain model analyzes a firm's activities and how they create value. It identifies primary activities like operations, marketing, and service, and support activities like procurement, technology development, and human resources. Porter argued that by excelling in value chain activities through cost advantages, firms can achieve competitive advantage. Cost advantages come from reducing individual activity costs or reconfiguring the entire value chain.
Developing Your Go to Market Strategy - For Startup Founders & EntrepreneursAdam Moalla
How to think about your new business go to market strategy?
In my accelerators mentoring sessions, I try to bring all the knowledge I have built in the last 10 years into a 30min presentation, aiming to inspire entrepreneurs and startups founders and give them hints and tips on how to think and develop their go to market strategy as an essential part of successfully launching and growing their business idea.
These slides are by no mean a go-to-market strategy template but rather an elaboration on the different aspects of what constructs the process of building the sales and marketing activities of a new business.
The slides touch the following topics:
Things that you can control for your idea to be successful
Re-thinking your new business KPIs
Analysing the market objectively
Identifying target customers
Defining the "Minimum Viable Sales Process"
Widening the marketing activities
Tracking and optimisation
This document summarizes the business model development process of Nesher Technologies Inc., which is developing a single molecule detection technology. Through interviews with over 90 academic researchers, Nesher learned that researchers are interested in software to analyze single molecule data rather than capital equipment. Nesher also explored partnering with microscope and biotech companies but did not find product-market fit. Nesher pivoted to a software-focused business model, developing single molecule analysis software to sell to academic researchers.
Cybele is developing a Huntington's disease cell model using induced pluripotent stem cells to enable drug discovery. The team aims to create affected medium spiny neurons in vitro that can be used by academic researchers and pharmaceutical companies to identify potential drug targets and test compounds. Cybele is exploring commercializing purified cell populations for research or providing screening services using their cell model with partners. The company's goal is to accelerate Huntington's disease drug development and reduce costs by enabling earlier testing and failure of non-viable compounds.
The document describes a team applying to the I-Corps program to commercialize a new E. coli cell line technology called Lotus. The team includes an entrepreneurial lead with a PhD in chemical engineering, a principal investigator who is a chemical engineering faculty member, and an industrial mentor with 20+ years of biotech sales and marketing experience. The technology aims to simplify protein purification for the biopharmaceutical industry by developing E. coli cell lines that produce less unwanted proteins during fermentation, potentially saving $8 billion annually per drug. The team conducted customer discovery interviews, developed an initial business model canvas, and refined their value proposition based on feedback.
The document describes a team's efforts to commercialize a new protein quantification technology called PLA-Seq. After initially thinking the technology's value propositions of lower cost, faster throughput, and lower sample volume would appeal to pharmaceutical and personalized health companies, the team conducted customer interviews and learned accuracy was more important than cost to most customers. They also found their target markets should be preclinical biotech and academia rather than personalized health or CROs. The team incorporated their business and pivoted their marketing strategy and funding plans accordingly based on learnings outside of the building.
Strand SmartLab - Enabling Precision Medicine at community HospitalsHarsha Rajasimha
Strand SmartLab is a complete soup to nuts solution that enables a community hospital to establish precision medicine testing services in-house. This enables the retention of revenues internally rather than loosing them to external third party laboratories. Genomics driven precision medicine for Cancer and other diseases require highly skilled people, lab equipment, processes, regulatory experts, bigdata software, databases and curation, medical geneticists to interpret the results in clinical settings and genetic counselors. Strand SmartLab brings all these to your institution in a pre-packaged solution.
The OHSU Research Cytogenetics Fee for Service Lab is exploring opportunities to expand its business model through new services. It currently offers a range of cytogenetics services on a fee-for-service basis but sees potential to better meet unfulfilled needs. The presentation recommends taking an agile approach to iteratively develop and test new business hypotheses over six-month cycles, starting with transgenic core testing. This would involve defining specifications, building prototypes, road testing with customers, and evaluating feedback to refine or pivot the concept. The goal is to validate market interest and map a path to a proven business model that leverages existing resources to generate additional revenue streams.
Automated FASTQ to Reports with VarSeq Suite: A fast, flexible solutionGolden Helix
NGS tests in the clinic cover more use cases than ever and are increasingly complex to implement. This leads to an increase in time to validate and bring tests to production, impacting a lab’s ability to be economically viable and serve the needs of patients. Core to the complexity is the expansion of tests to include multiple types of biomarkers and variants, including CNVs, gene fusions, and genomic signatures. The bioinformatics demands of these pipelines require powerful tools with built-in capabilities to handle the diverse needs of modern NGS tests and to integrate and automate the disparate steps leading to clinical insight.
Join us in this webinar as we explore the VarSeq suites’ capabilities as a fast, modular, and highly configurable solution for variant analysis and interpretation. We will cover:
The bioinformatic diversity of comprehensive genetic tests with NGS
Automation of FASTQ to clinical reports without losing control over the results of a test
Leverage built-in and custom automation capabilities in the VSClinical cancer guideline workflow to reduce work and improve accuracy
Reporting the relevant diagnostic and therapeutic findings for a patient based on the raw genomic data of modern NGS tests requires both human experience and advanced analysis software. We hope you can join us as we unpack how automation is a critical part of implementing NGS tests and furthering the application of precision medicine.
DataFAIRy bioassays pilot -- lessons learned and future outlookIsabella Feierberg
We describe a precompetitive collaboration that makes public life science data FAIR and annotated with detailed, high quality metadata, at a shared cost. A data model based on public ontologies was defined to address the participants' business questions. This slide deck was presented at the Cambridge Cheminformatics meeting on June 2, 2021.
Prof Clive Badman OBE
Presentation at EIPG - Royal Pharmaceutical Society Scientific Symposium "Advances in Technology Impacting the Pharmaceutical Industry" at the University of Strathclyde, Glasgow 2015.
Implementing Agile in an FDA Regulated EnvironmentTechWell
Developing medical devices that are subject to FDA approval has traditionally followed the waterfall methodology, largely due to the structure of the regulations that govern development practices. But we know from myriad case studies in different industries that agile methodologies are far superior in providing the highest value to customers in the shortest time to market. Neal Herman shares how one developer of complex medical devices embraced agile software development practices and proved that it could not only develop software faster with higher quality but also meet all regulatory requirements. Convincing the internal quality management, systems engineering, and regulatory departments was difficult, but the software department was able to overcome these obstacles and fundamentally change the company’s philosophy on product development. Since 2012, software development productivity is up 100 percent, and quality is up 200 percent. Now, after seeing these gains from the software department, agile is being rolled out to all areas of R&D including hardware.
Evaluating Cloud vs On-Premises for NGS Clinical WorkflowsGolden Helix
Golden Helix provides software solutions for clinical NGS workflows to meet scalability and data privacy requirements. Their software suite includes tools for variant calling, annotation, filtering, interpretation and reporting. They aim to help labs customize validated workflows to scale sample processing volume through batch processing strategies like parallelization across multiple machines. Golden Helix works with various customers globally, from regional testing labs to pharmaceutical companies, to develop scalable automated pipelines from panels to whole genomes.
The document introduces Tag.bio as a low-code analytics application platform built from interconnected data products in a data mesh architecture. It consists of data, algorithms, and analysis apps contributed by different groups - data engineers, data scientists, and domain experts. The platform can integrate various data sources and enable collaboration between groups. It then provides demos of the Tag.bio developer studio and data portal. Key capabilities discussed include integration with AWS services like AI/ML and HealthLake, as well as security features like confidential computing. Example use cases presented are for clinical trials, healthcare, life sciences, and universities.
21st Sensory is a contract sensory testing company that has tested products for nearly 200 companies globally. They have facilities including multiple testing rooms, kitchens, and a personal care product testing suite. They hire trained panelists who undergo extensive training to objectively and descriptively analyze products using standardized testing methods and universal scales. They also conduct consumer testing to subjectively evaluate consumer responses to products.
Computational Modeling & Simulation in Orthopedics: Tools to Comply in an Ev...April Bright
Computational Modeling & Simulation has the ability to revolutionize the orthopedic device industry by reducing and in some instances eliminating the need for benchtop testing and clinical trials. Dr. Afshari shared his experience in establishing the credibility of computational models for product design and development purposes, and highlighted was that modeling fits with the regulatory and standards framework.
Development of FDA MicroDB: A Regulatory-Grade Microbial Reference Databasenist-spin
"Development of FDA MicroDB: A Regulatory-Grade
Microbial Reference Database" presentation at the Standards for Pathogen Identification via NGS (SPIN) workshop hosted by National Institute for Standards and Technology October 2014 by Heike Sichtig, PhD from the FDA and Luke Tallon from IGS UMSOM.
The document summarizes the findings from 101 interviews conducted by the BCN Biosciences Team over 10 weeks as part of the I-Corps program at NIH to validate the business model for a drug that increases the anti-cancer effect of radiation therapy in lung cancer. Through customer discovery interviews, the team identified fibrosis, specifically lung fibrosis and skin fibrosis, as larger market opportunities than their original focus on radiation mitigation. They evolved their strategy to focus on preventing radiation-induced lung fibrosis, lung fibrosis generally, and using the drug's anti-fibrotic properties for anti-aging applications.
Kenneth Wu has extensive experience providing clinical consulting and subject matter expertise to pharmaceutical and medical device companies. He has helped clients with regulatory submissions, clinical trial management, standard operating procedure development, vendor management, and regulatory inspection preparation. Some of his roles include interim clinical operations director, clinical program manager, conference moderator, and regulatory submission author. His consulting work has helped clients streamline processes, reduce costs and timelines, and prepare for successful regulatory interactions and inspections.
The Genome-in-a-Bottle Consortium was established to develop reference materials for clinical applications of human genome sequencing. The National Institute of Standards and Technology (NIST) has been working with various organizations to obtain and characterize reference genomes. The current plan is to use the NA12878 genome as a pilot sample and 8 trios from the Personal Genome Project as a more complete set. Working groups were formed to address reference material selection, characterization measurements, bioinformatics/data integration, and performance metrics. The consortium discussed obtaining consent for reference genomes, the scope of work, and how decisions will be made regarding new reference materials and policies.
This document discusses reproducible research and provides guidance on how to conduct research in a reproducible manner. It covers:
1. The importance of reproducible research due to large datasets, computational analyses, and the potential for human error. Ensuring reproducibility requires new expertise and infrastructure.
2. Key aspects of reproducible research include data management plans, version control, use of file formats and software/tools that allow reproducibility, and publishing data and code to allow others to replicate results.
3. Reproducible research benefits the scientific community by increasing transparency and allows researchers to re-analyze their own data in the future. Journals and funders are increasingly requiring reproducibility.
Team Networks - 2022 Technology, Innovation & Great Power CompetitionStanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, networks
Team LiOn Batteries - 2022 Technology, Innovation & Great Power CompetitionStanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, LiOn Batteries
Team Quantum - 2022 Technology, Innovation & Great Power CompetitionStanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, Quantum
Team Disinformation - 2022 Technology, Innovation & Great Power CompetitionStanford University
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Team Wargames - 2022 Technology, Innovation & Great Power CompetitionStanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, Wargames
Team Acquistion - 2022 Technology, Innovation & Great Power Competition Stanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, Acquistion
Team Climate Change - 2022 Technology, Innovation & Great Power Competition Stanford University
Technology Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, climate
The document summarizes the development of Invisa Bio over 10 weeks as they pivoted between different medical applications and solutions for their self-assembling medical device technology. They initially focused on manufacturing and delivery but shifted to leveraging drug delivery mechanisms. They considered applications in cardiology, neurology, and orthopedics before focusing on brain aneurysms based on feedback from physicians. The company incorporated, raised funding, and began shadowing doctors to further develop their technology to address unmet needs in difficult to reach areas.
(1) The document describes the journey of a team developing a saffron supplement product to address mental health issues like anxiety and depression.
(2) It started with the goal of targeting adults aged 18-40, but through customer interviews and testing, they learned that teenagers were more interested in an anti-anxiety gummy product.
(3) Key lessons included the challenges of building the right team, navigating advice, knowing when enough customer feedback has been received, and setting individual and project milestones. The team is now continuing work over the summer to further develop the product.
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Stanford University
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Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Stanford University
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Team Catena - 2021 Technology, Innovation & Great Power CompetitionStanford University
Technology, Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, unmanned, autonomy, economic coercion,
Team Apollo - 2021 Technology, Innovation & Great Power CompetitionStanford University
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Team Drone - 2021 Technology, Innovation & Great Power CompetitionStanford University
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Team Short Circuit - 2021 Technology, Innovation & Great Power CompetitionStanford University
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Team Aurora - 2021 Technology, Innovation & Great Power CompetitionStanford University
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Lecture 8 - Technology, Innovation and Great Power Competition - CyberStanford University
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Lecture 7 - Technology, Innovation and Great Power Competition - SpaceStanford University
Technology, Innovation and Great Power Competition,TIGPC, Gordian knot Center, DIME-FIL, department of defense, dod, hacking for defense, intlpol 340, joe felter, ms&e296, raj shah, stanford, Steve blank, AI, ML, AI/ML, china, unmanned, autonomy, space, space force, general Raymond, space command
Walmart Business+ and Spark Good for Nonprofits.pdfTechSoup
"Learn about all the ways Walmart supports nonprofit organizations.
You will hear from Liz Willett, the Head of Nonprofits, and hear about what Walmart is doing to help nonprofits, including Walmart Business and Spark Good. Walmart Business+ is a new offer for nonprofits that offers discounts and also streamlines nonprofits order and expense tracking, saving time and money.
The webinar may also give some examples on how nonprofits can best leverage Walmart Business+.
The event will cover the following::
Walmart Business + (https://business.walmart.com/plus) is a new shopping experience for nonprofits, schools, and local business customers that connects an exclusive online shopping experience to stores. Benefits include free delivery and shipping, a 'Spend Analytics” feature, special discounts, deals and tax-exempt shopping.
Special TechSoup offer for a free 180 days membership, and up to $150 in discounts on eligible orders.
Spark Good (walmart.com/sparkgood) is a charitable platform that enables nonprofits to receive donations directly from customers and associates.
Answers about how you can do more with Walmart!"
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
Leveraging Generative AI to Drive Nonprofit InnovationTechSoup
In this webinar, participants learned how to utilize Generative AI to streamline operations and elevate member engagement. Amazon Web Service experts provided a customer specific use cases and dived into low/no-code tools that are quick and easy to deploy through Amazon Web Service (AWS.)
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
This presentation includes basic of PCOS their pathology and treatment and also Ayurveda correlation of PCOS and Ayurvedic line of treatment mentioned in classics.
A review of the growth of the Israel Genealogy Research Association Database Collection for the last 12 months. Our collection is now passed the 3 million mark and still growing. See which archives have contributed the most. See the different types of records we have, and which years have had records added. You can also see what we have for the future.
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
How to Fix the Import Error in the Odoo 17Celine George
An import error occurs when a program fails to import a module or library, disrupting its execution. In languages like Python, this issue arises when the specified module cannot be found or accessed, hindering the program's functionality. Resolving import errors is crucial for maintaining smooth software operation and uninterrupted development processes.
Chapter wise All Notes of First year Basic Civil Engineering.pptxDenish Jangid
Chapter wise All Notes of First year Basic Civil Engineering
Syllabus
Chapter-1
Introduction to objective, scope and outcome the subject
Chapter 2
Introduction: Scope and Specialization of Civil Engineering, Role of civil Engineer in Society, Impact of infrastructural development on economy of country.
Chapter 3
Surveying: Object Principles & Types of Surveying; Site Plans, Plans & Maps; Scales & Unit of different Measurements.
Linear Measurements: Instruments used. Linear Measurement by Tape, Ranging out Survey Lines and overcoming Obstructions; Measurements on sloping ground; Tape corrections, conventional symbols. Angular Measurements: Instruments used; Introduction to Compass Surveying, Bearings and Longitude & Latitude of a Line, Introduction to total station.
Levelling: Instrument used Object of levelling, Methods of levelling in brief, and Contour maps.
Chapter 4
Buildings: Selection of site for Buildings, Layout of Building Plan, Types of buildings, Plinth area, carpet area, floor space index, Introduction to building byelaws, concept of sun light & ventilation. Components of Buildings & their functions, Basic concept of R.C.C., Introduction to types of foundation
Chapter 5
Transportation: Introduction to Transportation Engineering; Traffic and Road Safety: Types and Characteristics of Various Modes of Transportation; Various Road Traffic Signs, Causes of Accidents and Road Safety Measures.
Chapter 6
Environmental Engineering: Environmental Pollution, Environmental Acts and Regulations, Functional Concepts of Ecology, Basics of Species, Biodiversity, Ecosystem, Hydrological Cycle; Chemical Cycles: Carbon, Nitrogen & Phosphorus; Energy Flow in Ecosystems.
Water Pollution: Water Quality standards, Introduction to Treatment & Disposal of Waste Water. Reuse and Saving of Water, Rain Water Harvesting. Solid Waste Management: Classification of Solid Waste, Collection, Transportation and Disposal of Solid. Recycling of Solid Waste: Energy Recovery, Sanitary Landfill, On-Site Sanitation. Air & Noise Pollution: Primary and Secondary air pollutants, Harmful effects of Air Pollution, Control of Air Pollution. . Noise Pollution Harmful Effects of noise pollution, control of noise pollution, Global warming & Climate Change, Ozone depletion, Greenhouse effect
Text Books:
1. Palancharmy, Basic Civil Engineering, McGraw Hill publishers.
2. Satheesh Gopi, Basic Civil Engineering, Pearson Publishers.
3. Ketki Rangwala Dalal, Essentials of Civil Engineering, Charotar Publishing House.
4. BCP, Surveying volume 1
Strategies for Effective Upskilling is a presentation by Chinwendu Peace in a Your Skill Boost Masterclass organisation by the Excellence Foundation for South Sudan on 08th and 09th June 2024 from 1 PM to 3 PM on each day.
Your Skill Boost Masterclass: Strategies for Effective Upskilling
Liquilume NSF Final Presentation
1. Molecular diagnostic devices
that make every molecule count
Number of
Customers
97
LIQUILUME DIAGNOSTICS
Total target opportunity: $5.1 Billion
2. Holger Schmidt (PI)
Prof. Electrical Engineering
UC Santa Cruz
Philip Measor (EL)
PhD, Electrical Engineering, UC Santa Cruz
CEO, LiquiLume Diagnostics, Inc.
Bob Dunkle (IM)
MBA, Entrepreneur-in-Residence QB3
ABES Partners
Aaron Hawkins (Co-founder)
Prof. Electrical and Computer Engineering
Brigham Young University (BYU)
Team members
3. - Build viable MVP
- Identify and win
first customers
- Develop partnerships
and advisors
- Set up production
- Assess regulation
needs
The Business Model Canvas LiquiLume Diagnostics HS / PM / BD
1
20 03 2012
Key Partners Key Activities Value Propositions Customer
Relationships
Customer Segments
Channels
Revenue StreamsCost Structure
Key Resources
1. Cancer researchers
2. Hospital labs
3. Test labs
4. Physicians
5. Pharmaceutical comps
- Early diagnosis, better
treatment (docs)
- Unprecedented perfor-
mance [proteins]
(docs, researchers)
- Lower test cost, faster
[NAT] (test labs, hospital
labs, payors)
- Companion Dx
(pharmaceuticals)
- Quality of life
(patients)
- R&D (scientists)
- IP licensing + filing
- Chip manufacturing
- Assembly/design
- Chip foundry
- acad/industr. research
labs to validate
- distributors
- Potential parent comp.
- Regulators
- Proteins: Value-driven (unmatched performance)
- NATs: Cost-driven (cheaper, faster, simpler)
- Economies of scale: increasing # of biomarkers
- Economies of scope: both NATs and proteins on one platform
- Fixed costs: ongoing R&D; chip fabrication fairly simple
- Instrument: feature-dependent; negotiable; possibly low
- Consumables: fixed; mass/volume discounts
- Service contracts
- Service sales: test per marker per sample
- Direct purchase
- Distributors
- Website sales
- Trade shows / conf.s
- On-site setup
- Service contracts
- On-site support
- Co-develop (research)
- Web forum
Designed for: Designed by: On:
Iteration:
4. Original value propositions
Detect individual molecules rapidly and inexpensively
Nucleic acid testing (NAT) Protein biomarkers
• save cost • unprecedented sensitivity
5. Standard Nucleic Acid Testing Workflow
Take sample
Mix sample and
probes
Extract
DNA/RNA
Thermal cycles Analysis
Labor intensive, subject to inaccuracies at low concentrations, high cost
6. LiquiLume Workflow
Low volume sample
On-chip sample prep
Add to disposable chip
Run Assay Read out result
Add reagents
Highly automated processing, highly accurate at low concentrations, low cost
7. LDI develops
Prototype & test
kits
Initial company roadmap
Sell to:
- Clinical labs
- Research labsTrials;
510(k);
Cost: ??
2 years
Research labs
partner to
validate product
Sell to:
- Point of care
- Physician officesCLIA
waiver
1 year
9. Out of the building: Customer interviews
RUO labs
• Oncologists
• Pathologists
• Virologists
• Sequencing center
• Biomolecular eng.
• Anal.chemist
• MS facility
Regulators
Clinical labs
Partners Water safety
Industry
• Stanford MDx
• Quest
• LabCorp
• Idexx
• Test labs
• Drug company
• Vets
• Cancer immuno-
therapy
• Private oncologist
• Pharmaceuticals
• CMS
• CAP
• CLIA
• FDA
• Semiconductor
foundry
• Assay developers
• OEMs
• Distributors
• Semiconductor
industry
• Pool users
10. Out of the building: Options!
water
chemicals
Service test
Research labs
Clinical labs
11. Test service (S) vs. Instrument (I) model
Customer Type Preference
UCSF oncologists Academic I
Genentech Industry I
Lab Corp Clinical lab I
Quest Clinical lab I
Idexx Clinical lab I
Stanford oncologists Academic I
Stanford MDx lab Academic I
TBRI (ID) Academic I
UCSF microbiology (ID) Academic I
UCSF virologists (ID) Academic I
• VCs will not fund a hybrid instrument/test company
13. Aha Moment: Micro-RNA testing
Oncologist: “Micro-RNAs are emerging cancer biomarkers”
Scientist: “Micro-RNAs are not well suited for standard detection.”
Works!
Doesn’t
Work
20-30 bases
Successful short-strand
detection within 2 weeks!
Impact:
• New market segment
• New competitive weapon
• New value proposition
Validation
15. Refined company roadmap
510(k); PMA; $3-100M
5-7 years
RUO:
- Researchers
- Core labs
Sell to:
- Clinical labs
- Hospitals
RUO = Research use only
$$$
17. RUO Customer Archetypes
Academic research labs Core Diagnostic labs
• principal investigators
• large research effort involving
nucleic acids/proteins
• make purchase decision
• heavy instrument users
• joint publications
• academic core labs
• multi-user-facilities
• director or committee decides
• multiple instruments
• relatively high sample volume
• results go back to researchers
18. Revenue Model: “Razor / razor blade”
Academic research labs
Core Diagnostic labs
Razor - Instrument Blade - Chips and test kits
• loan or lease (~$500/month)
• option for discounted purchase
• ~3 options for chip types (~$50/chip)
• customized test kits (~$200/kit)
• direct sale (~80k for NATs;
~200k for proteins)
• ~3 options for chip types (~$500/chip)
• customized test kits (~$100/kit)
Additional revenue
• IP licensing of non-core applications
• protein tests for chem/bio researchers (~$200/test)
Molecular tests are a growing and integral part of all of our lives from birth
Video
Molecular Dx…
Aaron from BYU contributed interviews
Key VP: detect single mol on an inexpensive chip
This is the day of a technician for NATs
Say that there is a pain associated
Emphasize: lower pain: volumes, less reagents, on-chip prep
Emphasize: Try to refer to previous presentation about FDA unknowns
Titles
As a result of customer interviews we encountered additional applications. One that was not at all MDx
2 independent interviews
Aha: This is perfectly well suited to our technology.
Let’s do this!
It worked.
The immediate target market
Main Users are our archetypes
Can mention that this is an underestimate since pharma does not publish as much as academia!
Assumptions:
Ave # publications/year = 1
Ave institutes/publication = 2
PCR instruments/institution = 10
Ave # 96 well PCR runs/week = 2
Ave PCR instruments price = $50k
Ave PCR test price = $3/run
MS instruments/institution = 1
Ave MS price = $500k
Ave MS test price = $100/run
Method:
Count # of publications on target market topics
Count # of institutions on target market topics
Start with worldwide count, then US institutions, and finally the target applications.
Use the above assumptions to calculate the TAM, SAM, and TM.