SlideShare a Scribd company logo
FutureLinks.ai
Your Digital Research Assistant
What’s driving us?
There would be no progress of civilization without active research in the
academia and the industry. Each year new students grow the ranks of
researchers.
Our target customers validated that in the first stages of their research, half of
their time was wasted on irrelevant research publications.
At FutureLinks.ai, we believe researchers should spend less time searching
for relevant content to feed on and more time using their intellectual
abilities to push the boundaries our knowledge.
What are we doing about that?
We understand the extended scrutiny that researchers and interested 3rd parties have to
endure when conducting literature research.
Curated
Content
Research
Suggestions
Higher
Relevance
Easier
Organization
FutureLinks is a multi-disciplinary
aggregator for academic
papers, and journals.
We will build the FlipBoard of
academic publication. FutureLinks
will be a machine learning
powered platform that proposes
relevant content for researchers according
to their previous publications and their
areas of interest.
Product
The Magic Sauce - Graph Theory
The Magic Sauce - Recommendation Systems
Collaborative Filtering Content-Based Filtering
Pricing
Novice I Free Bohemian I 0.62€ per View Epicurean I 16.18€ per User
Full platform access
Unlimited Papers
Full platform access
Unlimited Papers
Full platform access
10 Free Papers
Market analysis
1
competitor
€1.3B
global revenue
37M potential
users
143%
CAGR
Subscriber I Fee Variable per User
Upon Admission · Private Institutions · 30% of Market
Journals I Affiliate Fee
50% Basic · 30% Achiever · 20% Outperformer
Revenue sources
Go-Live Plan
January 2018
Begin of pilot phase
with MVP
March 2018
Iteration and pivot of
product
June 2018
Scale-up phase to test
infrastructure
July 2018
Go-live with product
and marketing
Jan Feb Mar Apr May Jun Jul Aug Sept Oct Nov Dec
User Targets
Pilot
Phase to test
functionality and
features
Scale-Up
Phase to test network
capabilities and
website build
Go-Live
Run and monitor
marketing campaign to
scale the business
<50 ~1000 >100,000
Research Gate
Professional network for scientists. Connect,
Share, Collaborate.
13M users.
Raised 87M, (Bill Gates, Founders Fund, GS…)
Advertising
Iris.ai
AI Science Assistant, increase productivity by
mapping relevant concepts in academic papers.
Raised 421k.
Product version: Beta, AI training phase.
Mendeley
Desktop and web program to manage and
share research papers.
Raised 2M in 2009, got acquired 50M in 2013.
3M users. 180 countries.
Subscription model based on storage
Academia.edu
Platform for academics to share their research
and monitor analytics around the impact of
their research.
49M users.
Raised 87M, (Bill Gates, Founders Fund, GS…)
Management
Experienced, diverse team working tirelessly on the
company’s strategy for successful execution
Hemant · Product · 24yo · Software engineer and digital business
graduate, prior work in network management systems and their
respective optimization
Théo · UX - Business Dev · 23yo · Programming and customer
analytics skills. Experienced in business operations and logistic
analytics
Julius · Strategy · 24yo · Background in mechanical engineering and
finance. Prior experiences in banking and private equity
Next Steps
1. Finish Building MVP
2. Develop Financial Projections
3. Complete Validation Based on MVP
4. Design Pilot
5. Go-Live
Advance your research
Unlock your creativity
"If I have seen further, it
is by standing on the
shoulders of giants."

More Related Content

Similar to FutureLinks - AI-powered Digital Research Assistant

Academic SEO, or: How do I get my research to show up in search engines and d...
Academic SEO, or: How do I get my research to show up in search engines and d...Academic SEO, or: How do I get my research to show up in search engines and d...
Academic SEO, or: How do I get my research to show up in search engines and d...
Open Knowledge Maps
 
WeSpline invdeck_oct2018
WeSpline invdeck_oct2018WeSpline invdeck_oct2018
WeSpline invdeck_oct2018
Fernanda Torós
 
Wiserpku Lecture@Life Science School Pku
Wiserpku Lecture@Life Science School PkuWiserpku Lecture@Life Science School Pku
Wiserpku Lecture@Life Science School Pku
wiser pku
 
Wiser Pku Lecture@Life Science School Pku
Wiser Pku Lecture@Life Science School PkuWiser Pku Lecture@Life Science School Pku
Wiser Pku Lecture@Life Science School Pku
guest8ed46d
 
Jisc visions: research
Jisc visions: researchJisc visions: research
Jisc visions: research
Jisc
 
Better software, better service, better research: The Software Sustainabilit...
Better software, better service, better research: The Software Sustainabilit...Better software, better service, better research: The Software Sustainabilit...
Better software, better service, better research: The Software Sustainabilit...
Carole Goble
 
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docxS.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
jeffsrosalyn
 
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
Kaitlin Thaney
 
Archives 2.0, the Archives Hub and AIM25
Archives 2.0, the Archives Hub and AIM25Archives 2.0, the Archives Hub and AIM25
Archives 2.0, the Archives Hub and AIM25
Jane Stevenson
 
Social Media Tools and Mobile Apps for Research and Publishing
Social Media Tools and Mobile Apps for Research and PublishingSocial Media Tools and Mobile Apps for Research and Publishing
Social Media Tools and Mobile Apps for Research and Publishing
Cheryl Peltier-Davis
 
Getting Started with Enterprise Social Networking
Getting Started with Enterprise Social NetworkingGetting Started with Enterprise Social Networking
Getting Started with Enterprise Social Networking
David Stephens
 
Information Search
Information SearchInformation Search
Information Search
allerhed
 
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
National Information Standards Organization (NISO)
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
Fernanda Torós
 
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
Lucky Gods
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
Fernanda Torós
 
LInternational Journal of Artificial Intelligence in Education(IJAIE)
LInternational Journal of Artificial Intelligence in Education(IJAIE) LInternational Journal of Artificial Intelligence in Education(IJAIE)
LInternational Journal of Artificial Intelligence in Education(IJAIE)
ijfcst journal
 
BEA Pathways - Expertise Location
BEA Pathways - Expertise LocationBEA Pathways - Expertise Location
BEA Pathways - Expertise Location
Hutch Carpenter
 
Economics 2.0
Economics 2.0Economics 2.0
Economics 2.0
NIAS
 
Myexperiment
MyexperimentMyexperiment
Myexperiment
Duncan Hull
 

Similar to FutureLinks - AI-powered Digital Research Assistant (20)

Academic SEO, or: How do I get my research to show up in search engines and d...
Academic SEO, or: How do I get my research to show up in search engines and d...Academic SEO, or: How do I get my research to show up in search engines and d...
Academic SEO, or: How do I get my research to show up in search engines and d...
 
WeSpline invdeck_oct2018
WeSpline invdeck_oct2018WeSpline invdeck_oct2018
WeSpline invdeck_oct2018
 
Wiserpku Lecture@Life Science School Pku
Wiserpku Lecture@Life Science School PkuWiserpku Lecture@Life Science School Pku
Wiserpku Lecture@Life Science School Pku
 
Wiser Pku Lecture@Life Science School Pku
Wiser Pku Lecture@Life Science School PkuWiser Pku Lecture@Life Science School Pku
Wiser Pku Lecture@Life Science School Pku
 
Jisc visions: research
Jisc visions: researchJisc visions: research
Jisc visions: research
 
Better software, better service, better research: The Software Sustainabilit...
Better software, better service, better research: The Software Sustainabilit...Better software, better service, better research: The Software Sustainabilit...
Better software, better service, better research: The Software Sustainabilit...
 
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docxS.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
 
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
Leveraging the power of the web - Rocky Mountain Advanced Computing Conference
 
Archives 2.0, the Archives Hub and AIM25
Archives 2.0, the Archives Hub and AIM25Archives 2.0, the Archives Hub and AIM25
Archives 2.0, the Archives Hub and AIM25
 
Social Media Tools and Mobile Apps for Research and Publishing
Social Media Tools and Mobile Apps for Research and PublishingSocial Media Tools and Mobile Apps for Research and Publishing
Social Media Tools and Mobile Apps for Research and Publishing
 
Getting Started with Enterprise Social Networking
Getting Started with Enterprise Social NetworkingGetting Started with Enterprise Social Networking
Getting Started with Enterprise Social Networking
 
Information Search
Information SearchInformation Search
Information Search
 
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
Hawkins, "Scitopia.org, A Discovery Tool Using Federated Search"
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
 
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
 
We spline invdeck_may2018
We spline invdeck_may2018We spline invdeck_may2018
We spline invdeck_may2018
 
LInternational Journal of Artificial Intelligence in Education(IJAIE)
LInternational Journal of Artificial Intelligence in Education(IJAIE) LInternational Journal of Artificial Intelligence in Education(IJAIE)
LInternational Journal of Artificial Intelligence in Education(IJAIE)
 
BEA Pathways - Expertise Location
BEA Pathways - Expertise LocationBEA Pathways - Expertise Location
BEA Pathways - Expertise Location
 
Economics 2.0
Economics 2.0Economics 2.0
Economics 2.0
 
Myexperiment
MyexperimentMyexperiment
Myexperiment
 

Recently uploaded

Essentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FMEEssentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FME
Safe Software
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neo4j
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
Matthew Sinclair
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
DianaGray10
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
DianaGray10
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Paige Cruz
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
Zilliz
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
Quotidiano Piemontese
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
DianaGray10
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
KAMESHS29
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
Octavian Nadolu
 

Recently uploaded (20)

Essentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FMEEssentials of Automations: The Art of Triggers and Actions in FME
Essentials of Automations: The Art of Triggers and Actions in FME
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
 
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
 

FutureLinks - AI-powered Digital Research Assistant

  • 2. What’s driving us? There would be no progress of civilization without active research in the academia and the industry. Each year new students grow the ranks of researchers. Our target customers validated that in the first stages of their research, half of their time was wasted on irrelevant research publications. At FutureLinks.ai, we believe researchers should spend less time searching for relevant content to feed on and more time using their intellectual abilities to push the boundaries our knowledge.
  • 3. What are we doing about that? We understand the extended scrutiny that researchers and interested 3rd parties have to endure when conducting literature research. Curated Content Research Suggestions Higher Relevance Easier Organization
  • 4. FutureLinks is a multi-disciplinary aggregator for academic papers, and journals. We will build the FlipBoard of academic publication. FutureLinks will be a machine learning powered platform that proposes relevant content for researchers according to their previous publications and their areas of interest. Product
  • 5. The Magic Sauce - Graph Theory
  • 6. The Magic Sauce - Recommendation Systems Collaborative Filtering Content-Based Filtering
  • 7. Pricing Novice I Free Bohemian I 0.62€ per View Epicurean I 16.18€ per User Full platform access Unlimited Papers Full platform access Unlimited Papers Full platform access 10 Free Papers
  • 9. Subscriber I Fee Variable per User Upon Admission · Private Institutions · 30% of Market Journals I Affiliate Fee 50% Basic · 30% Achiever · 20% Outperformer Revenue sources
  • 10. Go-Live Plan January 2018 Begin of pilot phase with MVP March 2018 Iteration and pivot of product June 2018 Scale-up phase to test infrastructure July 2018 Go-live with product and marketing Jan Feb Mar Apr May Jun Jul Aug Sept Oct Nov Dec
  • 11. User Targets Pilot Phase to test functionality and features Scale-Up Phase to test network capabilities and website build Go-Live Run and monitor marketing campaign to scale the business <50 ~1000 >100,000
  • 12. Research Gate Professional network for scientists. Connect, Share, Collaborate. 13M users. Raised 87M, (Bill Gates, Founders Fund, GS…) Advertising Iris.ai AI Science Assistant, increase productivity by mapping relevant concepts in academic papers. Raised 421k. Product version: Beta, AI training phase. Mendeley Desktop and web program to manage and share research papers. Raised 2M in 2009, got acquired 50M in 2013. 3M users. 180 countries. Subscription model based on storage Academia.edu Platform for academics to share their research and monitor analytics around the impact of their research. 49M users. Raised 87M, (Bill Gates, Founders Fund, GS…)
  • 13. Management Experienced, diverse team working tirelessly on the company’s strategy for successful execution Hemant · Product · 24yo · Software engineer and digital business graduate, prior work in network management systems and their respective optimization Théo · UX - Business Dev · 23yo · Programming and customer analytics skills. Experienced in business operations and logistic analytics Julius · Strategy · 24yo · Background in mechanical engineering and finance. Prior experiences in banking and private equity
  • 14. Next Steps 1. Finish Building MVP 2. Develop Financial Projections 3. Complete Validation Based on MVP 4. Design Pilot 5. Go-Live
  • 15. Advance your research Unlock your creativity "If I have seen further, it is by standing on the shoulders of giants."