Reflection – Visualization 

 Challenge and Selection : 

 I work in the innovation team at my organization . A core part of my role is to assess and evaluate new   and adjacent markets wherein we can develop a new technology or offer solutions customizing our   existing technology to those specific end markets . A key challenge for me is to understand the end   market value chain , nature of operations in the market from supply chain , product development ,   distribution network and the end customer needs . In this scenarios the visualization tool creating   pictures and flowcharts of the industry structure , different entities and their needs or characteristics .   This helps not only in understanding the market dynamics but also easy to present and discuss with   colleagues or senior leaders to get their inputs and refine our analysis . 

 Application- : 

 I usually start by creating a value chain diagram of the industry .   This will include for example raw   material suppliers , component companies , system integrators , end product owners and customers . For   each of them we try to map out the distribution of product value across the whole chain . We then add   further details on the market like market size , profitability of players , market shares , product types and   customer segments .   Also I create supplier customer mapping charts and illustrate any strategic tie - ups   between industry players and vertical integration strategies of some companies . After the industry   insights we work on creating product scorecard considering key potential competitors to score our   position against the NBA ( next best alternative ) 

 Insight & Approach : 

 I have experienced that following this approach of using more visualization manner of data helps in   multiple ways - : 

 •   Helps depict a quick picture of an industry 

 •   Makes it easy to present to different stakeholder and facilitate discussion 

 •   Easy to refine and identify gaps in analysis 

 As a next step I am planning to leverage visualization techniques in scenarios wherein we are thinking of   an innovation idea or a completely new product . A visualization of the daily lifecycle will help in   illustrating / understanding key requirements of potential customers and help in identifying unmet needs .   I believe this will be immensely useful in refining our product / service ideas and defining a much more   compelling value proposition for our end customers ! 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: Reflection – Visualization 

 Challenge and Selection : 

 I work in the innovation team at my organization . A core part of my role is to assess and evaluate new   and adjacent markets wherein we can develop a new technology or offer solutions customizing our   existing technology to those specific end markets . A key challenge for me is to understand the end   market value chain , nature of operations in the market from supply chain , product development ,   distribution network and the end customer needs . In this scenarios the visualization tool creating   pictures and flowcharts of the industry structure , different entities and their needs or characteristics .   This helps not only in understanding the market dynamics but also easy to present and discuss with   colleagues or senior leaders to get their inputs and refine our analysis . 

 Application- : 

 I usually start by creating a value chain diagram of the industry .   This will include for example raw   material suppliers , component companies , system integrators , end product owners and customers . For   each of them we try to map out the distribution of product value across the whole chain . We then add   further details on the market like market size , profitability of players , market shares , product types and   customer segments .   Also I create supplier customer mapping charts and illustrate any strategic tie - ups   between industry players and vertical integration strategies of some companies . After the industry   insights we work on creating product scorecard considering key potential competitors to score our   position against the NBA ( next best alternative ) 

 Insight & Approach : 

 I have experienced that following this approach of using more visualization manner of data helps in   multiple ways - : 

 •   Helps depict a quick picture of an industry 

 •   Makes it easy to present to different stakeholder and facilitate discussion 

 •   Easy to refine and identify gaps in analysis 

 As a next step I am planning to leverage visualization techniques in scenarios wherein we are thinking of   an innovation idea or a completely new product . A visualization of the daily lifecycle will help in   illustrating / understanding key requirements of potential customers and help in identifying unmet needs .   I believe this will be immensely useful in refining our product / service ideas and defining a much more   compelling value proposition for our end customers !
### Output: 