Contextual Content Learnings (Freemium Model)

Here are a few stages that lead to discovering this problem:

Facts

• 97% of children in the 6-to14-year age group enrolled in schools across the country
• Half of India’s school-going children are in primary grades ~ 12.2 Crore
• 1.5 million schools, employing 9 million teachers and catering to over 250 million children, have been shut for almost 16 months now
• Financial Instability & inabilities of parents

Problem Statements

• Limited access to the internet, smartphones mobile & recharges
• How GOI blends this initiative with Television, Internet penetration, Smart Phones Solutions
• How to develop logistical infrastructure to reach basic aids of teaching material like textbooks and assessment

Solution

• Knowledge Cubicles provides on-demand access to relevant content as you use platform for inbuilt content intelligence tools, methodologies, and algorithms as per the needs of users
• Knowledge Cubicles leverages cloud technological innovations to solve educational and financial institution right size content problems and save as you go
• Knowledge Cubicles allocates knowledge sharing AI & ML based activities driven by unit economics

Impact

• Pressurizing and incentivizing teachers for improving learning outcomes instead of grading
• Student pairing and grouping for faster and leaner learning
• Teaching material and learning aids via Television & technology platforms as a medium for communication

Teacher's efforts in clustering different grade students for adaptive positive learning experience by showing student contextual learnings of the text of schools where pre-primary students are ahead in the learning curve. Handholding teachers with teaching aids to accelerate and calibrate students. Grade 3 student teaching and learning experimentation with Grade 1 and Grade 2  likewise for higher grades.

USP

1. One-time cost and click service for content extraction and distribution

2. Organization and reorganization of e-books and slide decks 

3. Scorecards, peripheral applications, and dashboards for peer learning 4. Complementary to traditional teacher’s chalk and board approach 

5. Industry academia interaction  

6. Evolves and creates knowledge user stories 

7. Unique mathematical blends, structured thinking to draw perspectives. 

Business / Revenue Model: 

B2C: Cubicle based approach on pay per user per account & 

B2B: Value-added services to various educational institutions.

I am trying to build continuously to address this need in various forums and agendas. With support from the right technology partner, I think this solution is deliverable and challenging. The technology partner is adept at anticipating and delivering this solution prototype.

After 15+ years of corporeal experience, transitioning to Entrepreneurship was very difficult and challenging. This journey started in my subconscious almost a decade ago however fear of losing sustainable regular income kept me out of this loop. However, slowly, and steadily I started to arrange bits and pieces to advance the level of my thinking from my experience in Knowledge Management, as it would help acquire visibility, versatility, and competence needed to reach my full potential as an entrepreneur. Currently, I am involved to create an impactful congruence while developing genuine products and services that will add remarkable & meaningful value to human beings and overall society. A tremendous opportunity to gain experience, experiment, react, interact, create & co-create from diverse peers that propel professional long-term partnerships.

How it works :

Example adapted from the below research from Statista for learnability among kids :

SaaS adjusted KPIs towards achieving financial performance for quality education.

Current Solution on adjustable databases:

Please refer to the "Proposed Product" for the following databases :

It helps for data excavation on the following websites of researches/journals/articles/knowledge bases:

Many of the below search engines are used for accessing books and articles as valuable resources.

www.refseek.com - is a search engine for academic resources. More than a billion sources
www.worldcat.org- search the content of 20,000 global libraries.
https://link.springer.com - access to more than 10 million scientific documents: books, articles,
www.bioline.org.br - is a library of published bioscientific journals
http://repec.org - Volunteers from 102 countries collected nearly 4 million publications
www.science.gov - is a U.S. government search engine for more than 2200 scientific sites.
www.pdfdrive.com - is the largest website for free download of PDF books. Claim more than 225 million titles.
www.base-search.net-  is one of the most powerful search engines for academic research texts. More than 100 million scientific articles 

• ABI/INFORM Collection External Delivering over 6,800 journals, nearly 80% of which are in full-text, ABI/INFORM Complete is a comprehensive business database. Offering much more than journal content, this diverse solution provides the right mix of content types to meet the needs of any business researcher. ABI/INFORM also offers coverage on hundreds of industries and focus areas such as oil, gas, mining, energy, environment, and healthcare management, and has an ever-growing range of content from around the globe. ABI/INFORM Complete provides researchers with diverse publication types that meet the requirements of core business programs and corporate libraries. With annual reports from nearly 1,000 leading North American companies, downloadable data sets from the Economic Intelligence Unit, market research reports, dissertations, business cases, and current news from The Wall Street Journal and Financial Times, researchers will be equipped with the tools to respond to changing market conditions and prepare for emerging areas of interest.
• EMIS Intelligence External Collection of news and financial information for over 100 emerging market countries in Africa & the Middle East, Central and Eastern Europe, Southeast Europe, Central Asia (Caucasus) and Asia, and Latin America. Included are primary news sources (full-text), financial data (including reports on financial markets, companies, and industries), over 1 million listed and private company profiles, statistics, macroeconomic forecasts and analysis, and legal and regulatory information. Arranged by country, ISI emerging markets also include country profiles, exchange rates, and business and political news approximately 9,000 publications of data, research, and news from unrivaled sources (from The Economist Intelligence Unit and ViewsWire, as well as other local and global sources). The simultaneous user limit for this resource may result in temporary delays.
• Energy ExternalThe European Commission Energy site contains studies, reports, a newsletter, a weekly oil bulletin and statistics on Energy trends up to 2050, EU Crude Oil Imports and supply cost, as well as market analysis and information on energy markets in the EU countries. The site includes topics on Energy Strategy, Energy efficiency, Nuclear energy, International cooperation, Markets and consumers, Renewable energy, Infrastructure, Enforcement of laws, and more.
• Factiva External Factiva has a large collection of trade journals, including S&P Global Platts publications. Platts has been producing energy-related information including oil and natural gas going back to when Warren C. Platt published National Petroleum News in 1909. To search, select "Platts - All Source" under publications.
• GlobalData: Oil & Gas External GlobalData: Oil & Gas covers the full breadth of the oil & gas industry, from well-site and pipeline issues to upstream, midstream, and downstream. Sections include Upstream Economics Upstream Analytics Midstream Analytics Downstream Analytics Petrochemicals Analytics Equipment & Services Analytics and Deals Analytics.
• IBISWorld External Detailed market research reports and analysis on over 700 U.S. industries. The Library’s subscription also includes U.S. Specialized Industries and U.S. Business Environment Profiles. Onsite public users cannot download the reports, but limited printing of report sections is available. Reading Room patrons have read-only access without downloads to the product of the license.
• Marketscope Advisor External CFRA MarketScope Advisor provides access to extensive market commentary, independent investment analysis, up-to-date news, and data on a broad range of asset classes. It includes Stock and Fund Reports (S&P Equity Research) and Industry Surveys (S&P Industry Surveys).
• OECD iLibrary External OECD iLibrary is the gateway to OECD's analysis and data. Contains all the publications and datasets released by the Organisation for Economic Co-operation and Development, International Energy Agency (IEA), Nuclear Energy Agency (NEA), OECD Development Centre, PISA (Programme for International Student Assessment), and International Transport Forum (ITF) since 1998. Arranged under 19 thematic areas covering issues in agriculture and food, development, economics, education, employment, energy, environment, finance and investment, governance, industry and services, nuclear energy, science and technology, social issues, taxation, trade, transport, and urban, rural and regional development. Types of OECD publications include ebooks, papers, statistics, factbooks, and glossaries. NOTE: To access SourceOECD Books, Papers, Statistics, Factbook, or Glossaries, please click on the appropriate tab.
• Plunkett Research External Provides industry sector analysis and research, as well as information on industry trends, industry statistics, top companies in the industry, export companies, market research, and trade and export associations. The database covers a diverse spectrum of areas energy and utilities, finance and investment, health care and biotechnology, and engineering and research - providing competitive intelligence, market research, vertical industry marketing data, and industry trends analysis.
• ProQuest Science Database External This database is a resource for anyone studying both the applied and general sciences. With coverage dating back to 1986, ProQuest Science Journals features over 1030 titles, with more than 760 available in full text. Subjects covered include Aerospace, Engineering, Computers, Physics, Telecommunications, Transportation, Military, General and Materials sciences.

Technology Stack 

I chose AWS as it was already having a used case in the Healthcare Domain where they deionized data for 4.2 billion Records for diagnosis and cure of patients. The AWS tools that were used were Sage maker, Code guru, and Lambda. This was the nearest match for extrapolation to similar content extraction and distribution for Educational Institutions. 

NLP – Natural Language Processing Tools with OCR Text and object detection methodology is often used for bills and other regulatory data. 

Business / Revenue Model: B2C: Cubicle-based approach on pay per user per account & B2B: Value-added services to various educational institutions.

Sample Method of Evaluation with SaaS Metrics and Key Performance Indicators (KPI)

1. Monthly Unique Visitors Signups = + 500 2. Product-Qualified Leads (PQLs) = 125  3. Conversion Rate to Customer = 100 4. Average Revenue Per Account (ARPA) = +85 5. Customer Acquisition Cost (CAC) = - 0.35 $ 6.Monthly Recurring Revenue (MRR) = ~ 8500 $ 7. Number of Active Users = + 100 $ 8.Customer Retention Rate = + 85 9. Churn Rate = - 15 10. Customer Lifetime Value (LTV) = n 11. Sample Method of Evaluation 12. Net Income/month  = (85 -.35)*100 = 84.65 $ = 8465 $ 13. Net Income/Year = 8465*12 = 101580

I am working on Technology Support which is very complex and challenging in nature.

I am also associated with several angel, pre-seed, seed, series A, B, C investments up to 200 Million Dollars as a Regional Representative with Faster Capital to understand the mechanism and trade dynamics of business.