The global market for pharmaceuticals reached USD 1.25 trillion in 2019, up 4.5% from 2018. Going forward, the global market will grow by 4-5% CAGR, reaching USD 1.5 trillion by 2023. North America is expected to retain the leading position in the global pharmaceuticals market with market share of 45.33% in. Source - https://www.reogma.com/industry-reports/global-pharmaceutical-industry-to-reach-1-5-trillion-by-2023/ Key links and sources: Generative AI and Healthcare - https://www.statnews.com/2023/07/18/medical-ai-doctors-chatgpt/?utm_campaign=rss Patents - https://www.pharmaceutical-technology.com/news/patents-signal-china-leads-with-patent-filings-in-pharma-in-q2/ Biotech - https://www.investors.com/news/technology/biotech-and-pharma-industry-and-stock-news-merk-bristol-myers-amgn-gilead/ Trends - https://blog.gitnux.com/life-science-industry-trends/ Biotech upcoming companies - https://www.fool.com/investing/2023/07/17/this-artificial-intelligence-biotech-stock-is-crus/ ESG - https://www.mltaikins.com/esg/global-climate-litigation-continues-to-heat-up-highlighting-esg-risks/ ESG - https://invivo.pharmaintelligence.informa.com/IV147763/Pressure-Mounts-On-Pharma-To-Act-On-Environmental-Targets

1. BIOTECH, PHARMACEUTICAL, AND
HEALTHCARE SECTOR
Senior Customer Success Manager – Data and AI
Paul Young CPA CGA
July 18, 2023

2. SENIOR CUSTOMER SUCCESS
MANAGER – DATA AND AI
PAUL YOUNG CPA CGA
• CPA, CGA (1996)
• Academia (PF1, FA4, FN2, MU1. and MS2)
• SME – Customer Success Management
• SME – Adoption of Cloud Platform
• SME – Risk Management
• SME – Sustainability and ESG Policy Development and
Reporting
• SME – Close, Consolidate and Reporting
• SME – Public Policy
• SME – Emerging Technology
• SME – Business Process Change
• SME – Financial Solutions
• SME – Macro/Micro Indicators
• SME – Supply Chain Management
• SME – Data, AI, Security, and Platform
• SME – Internal Controls and Auditing
Contact information email: Paul_Young_CGA@outlook.com
LinkedIn: https://www.linkedin.com/in/paul-young-055632b/
SlideShare - https://www.slideshare.net/paulyoungcga

3. AGENDA
VACCINE
PRODUCTION
• Drug Discovery/Pharmaceutical Market
• Vaccine Production – Top 10th
• Vaccination Licensing / Production Canada
• DNA sequencing
• Biotech and AI
• Blog – Vaccination and Production
• Life Sciences Strategy
• Breakthroughs with storage and distribution of
vaccines
• Blog - AI-Based imaging analysis tools and cloud-based
deployments to bolster digital pathology market
• Infused AI
• Chatbots

4. DRUG DISCOVERY AND
PHARMACEUTICAL MARKET
• Outsource drug discovery market - https://www.prnewswire.com/news-releases/global-5-4-billion-drug-
discovery-outsourcing-market-to-2028--301235637.html
• Drug Discovery informatics - https://www.prnewswire.com/news-releases/drug-discovery-informatics-
market-size-worth-5-63-billion-by-2028-grand-view-research-inc-301232269.html
• Pharmaceuticals Market - https://www.globenewswire.com/news-
release/2020/04/27/2022157/0/en/Pharmaceuticals-Market-to-Reach-USD-1-310-0-Billion-in-2020-
Eruption-of-the-COVID-19-Pandemic-to-Accelerate-the-Demand-for-Effective-Treatments-and-Drugs-
Worldwide-Fortune-Business.html

5. EFFICACY OF DRUGS AND TREATMENT
• Efficacy - https://pharmanewsintel.com/news/ai-in-the-pharma-industry-current-uses-best-cases-
digital-future
• Clinical trials - https://imagia.com/machine-learning-understanding-differences-between-real-world-
evidence-and-clinical-trial-data-for-better-patient-outcomes-2/
• Hitting the bullseye - https://www.astrazeneca.com/what-science-can-do/topics/disease-
understanding/Hitting-the-bullseye-finding-better-targets-for-drug-development.html

6. VACCINE PRODUCTION
Top 10 – Vaccine Manufacturing
1. Glaxo Welcome
2. Merck and Company
3. Sanofi
4. Pfizer
5. Novavax
6. Emergent BioSolutions
7. CSL
8. Inovio Pharmaceuticals
9. Bavarian Nordic
10. Mitsubishi Tanabe
Source -
https://blog.technavio.com/blog/top-10-
vaccine-manufacturers
• Contract manufacturing -
https://www.contractpharma.com/contents/view_breaking-
news/2020-10-26/3p-biopharmaceuticals-and-spybiotech-enter-
vaccine-contract-manufacturing-agreement/
• Contract manufacturing -
https://www.contractpharma.com/content-microsite/covid-
19/2020-11-24/curevac-and-wacker-sign-contract-for-
manufacturing-of-covid-19-vaccine-candidate
• USA, Germany, and United Kingdom -
https://gmpnews.net/2020/11/us-uk-and-germany-are-top-
manufacturers-for-covid-19-vaccines/
• Mass production challenges -
https://www.cnbc.com/2020/11/18/what-are-the-big-challenges-
to-mass-producing-a-coronavirus-vaccine.html
• Vaccines / Australia - https://www.cslbehring.com/vita/2020/csl-
starts-manufacturing-a-potential-covid19-vaccine
• Japan / Takeda -
https://www.takeda.com/newsroom/newsreleases/2020/takeda-
expands-covid-19-vaccine-supply-in-japan-through--
partnership-with-moderna-and-government-of-japan/

7. VACCINATION LICENSING
• Regulations / Canada - https://www.canada.ca/en/health-canada/services/drugs-health-products/biologics-radiopharmaceuticals-genetic-therapies/activities/fact-sheets/regulation-
vaccines-human-canada.html
• Biotech Canada / 2016 Paper
• In Canada, annual vaccine sales are estimated at roughly $Cdn 450 million. Recent data from the Canadian Institute for Health Information (CIHI) regarding Canada’s total health care spending
helps put vaccine spending into appropriate perspective; vaccine spending represents a small percentage (4.0%) of Canadian public health expenses, and an extremely small fraction (<0.3%) of
national health care expenditures in 2008
• Despite the tremendous value of vaccines – and their proven impact on public health – fewer companies are currently investing in the vaccine market sector worldwide. The global vaccine
industry has recently undergone significant consolidation; over the past 30 years, the number of companies engaged in the development and manufacturing of vaccines has declined from
roughly 25 to five. 44 Potential factors that have contributed to the decision for several companies to abandon their vaccine production lines (including, among other challenges, complexity of
development, production and quality control) are discussed in further detail in Paper 7 regarding manufacturing and supply issues.
• As of early 2009, the Canadian vaccine landscape mirrors the highly concentrated structure of the global vaccine marketplace, with the “top tier” vaccine companies currently including
GlaxoSmithKline (GSK) Canada, Merck Canada Ltd., Novartis, Pfizer Canada (formerly Wyeth Pharmaceuticals Canada), and Sanofi Pasteur. All these players represent Canadian divisions of the
respective multinational companies headquartered in Europe (GSK, Novartis, Sanofi Aventis) or the United States (Merck, Pfizer). While Sanofi Pasteur has a large-scale vaccine manufacturing
• facility based in Toronto (known as the Connaught Campus),45 GSK has vaccine production facilities in Québec City and Laval, Québec.46 These Canadian facilities supply vaccines for global
clinical trials and/or commercial sales (e.g. for influenza and acellular pertussis vaccines, by GSK and Sanofi Pasteur, respectively). Merck, Novartis, and Pfizer do not presently have vaccine
manufacturing facilities in Canada. Key vaccines of the five top tier companies that are currently available on the Canadian market are listed in Table 2.4. Further details are provided in Paper 5
(Tables 5.1 and 5.2) regarding these and other vaccines approved in Canada for infants, children,
• Source - www.biotech.ca
vaccines_2_2010.pdf

8. INNOVATION
• Storage/shipments of vaccines - Researchers in Ontario have developed a new method of transporting
life-saving vaccines to remote and impoverished regions of the world at only a fraction of the cost of
current techniques. The research team from McMaster University in Hamilton, Ont. has found a way to
eliminate current costly refrigeration methods or “cold-chain constant storage,” which stores vaccines
at a temperature between 2 C and 8 C in order to keep them viable. In a study published Tuesday in the
journal Scientific Reports, the academics share a new method of transportation that only requires two
sugars that are already approved by the U.S. Food and Drug Administration (FDA) and Health Canada.
Leung said they mix the two sugars -- trehalose and pullulan – together with existing vaccines into a
sugary gel. The combination allows the active ingredients in the vaccines to remain viable for eight
weeks or more in elevated temperatures up to 40 C, according to the researchers. Source -
https://www.ctvnews.ca/health/new-made-in-canada-technique-could-revolutionize-vaccine-
transportation-1.4430517
• Vaccine production / innovation - https://www.mckinsey.com/industries/pharmaceuticals-and-medical-
products/our-insights/refueling-the-innovation-engine-in-vaccines#
• USA / Warp Speed - https://www.hhs.gov/coronavirus/explaining-operation-warp-speed/index.html

9. THE GLOBAL PHARMACEUTICAL MARKET
Source - https://www.statista.com/statistics/309457/world-pharmaceutical-revenue-distribution-by-
technology/

10. GDP PHARMA AND BIOTECH SECTOR
Source – Stats Canada

11. BLOG – NEAR-SHORING
A trade war with China and the disruptive effects of the COVID-19 pandemic have U.S. companies starting to question a decades-old strategy of
shifting manufacturing operations to low-cost labor markets in China and other Asian nations.
Some are starting to invest in expanding or building new factories in the U.S. and its nearby trade partners, Mexico, and Canada. Such moves are
known as reshoring — for the U.S. — and nearshoring in Mexico and Canada. If the trend accelerates, it will create a domestic manufacturing boom
and alter trucking routes, shifting some import-centric traffic from Southern California’s massive port complex to manufacturing hubs across the
U.S., according to analysts.
A June survey by Thomas, a New York-based industrial sourcing platform, found that 69% of businesses said they are “likely” to “extremely likely”
to re-shore operations to bolster their supply chains — up from 54% in a previous survey in February, just before the pandemic took hold. Source -
https://www.ttnews.com/articles/2020-events-force-manufacturers-rethink-reshoring-operation-plans
Summary
• All levels of government need to work together to develop economic policies that will support the reshoring of critical parts of the supply chain
• It is very competitive when it comes to attracting foreign direct investment (FDI). Countries need to take a hard look at their policies related to
regulations and taxes - https://www.slideshare.net/paulyoungcga/path-to-innovation-for-canada
Here is my work on supply chain - https://www.slideshare.net/paulyoungcga/how-best-to-reshore-your-supply-chain-management-system-
241186222

12. LIFE SCIENCES STRATEGY
Pandemic-preparedness plan can be start of life-sciences strategy -
https://www.linkedin.com/pulse/pandemic-preparedness-plan-can-start-life-sciences-strategy-
young/?published=t
There are many pieces to a life-sciences strategy including the coordinating of biotech/pharmaceuticals on drug research and
discovery, expanding AI into the drug discovery process, etc.
Here is my work on biotech/pharmaceutical: https://www.slideshare.net/paulyoungcga/biotech-and-pharmaceutical-
september-2021
There are also issues with how both the private and public sectors deal with geopolitical events including crisis management.
I have called out the following issues:
a) Lack of audited crisis management reports and processes for all levels of governments
b) Lack of oversight including performance audits of WHO
c) Lack of homegrown vaccination production
d) Lack of exit strategy when it comes to transitioning off pandemic programs
e) Lack of focus on protecting the environment while growing the economy in a sustainable way
f) Lack of building a resilient supply chain
g) Revamping EI plans as part of transitioning people to do jobs of today and tomorrow
Blog – Geopolitical Risks and Events – Global Viruses (Healthcare) – October 22, 2021 -
https://www.slideshare.net/paulyoungcga/geopolitical-eventscovid19canada-and-the-world-october-22-2021 or
https://www.slideshare.net/paulyoungcga/geopolitics-risk-and-threats-variants-and-disease-management-august-27-2022pptx

13. DATA, AI, SECURITY AND PHARMACEUTICALS
• IBM and peptides - https://www.ibm.com/blogs/research/2021/03/ai-finds-new-peptides/
• Internal Audit - https://www.slideshare.net/paulyoungcga/business-analytics-and-audit-analyticspptx
• Close, consolidate and reporting – https://www.slideshare.net/paulyoungcga/close-consolidate-and-reporting-cyclepptx-
256864692
• HIPAA - https://compliancy-group.com/hipaa-compliance-and-ai-solutions/
• Rules around accessing data and how it is to be used
• Disease Management
• Data and AI - https://www.pwc.com/gx/en/industries/healthcare/publications/ai-robotics-new-health/transforming-healthcare.html
• Online Pharmacies - Market Research Future (MRFR) evaluates that the Global ePharmacy Market is anticipated to acquire a
market value of USD 164,829.5 Million while expanding at a CAGR of 12.5% by 2027.
• AI can play a role in terms of data governance and oversight - https://www.slideshare.net/paulyoungcga/strengthen-internal-controls-and-
compliance-through-data-and-ai-as-part-of-the-regulatory-and-corporate-reporting-cyclepptx

14. BIOTECH AND PHARMA AI
On Mar. 16, Amgen announced that it had entered a multi-year partnership with Mila – Quebec Artificial
Intelligence Institute. As a global biotechnology company, Amgen uses science and technology to discover and
develop therapeutics, and AI is currently deployed in several of its R&D and manufacturing activities. This new
partnership will permit Amgen to expand its knowledge of AI and deep learning by interacting and engaging with
experts in Mila’s unique ecosystem, both virtually and (eventually) on the Mila campus in Montreal. This
announcement was made during Effervescence 2021, an international virtual gathering of scientists, entrepreneurs
and industry professionals from the life sciences and health technology sectors in the presence of the Quebec
Minister of Economy and Innovation, Pierre Fitzgibbon.
Source - https://www.canadianmanufacturing.com/manufacturing/amgen-announces-artificial-intelligence-
partnership-with-mila-267908/

15. BLOG - AI-BASED IMAGING ANALYSIS TOOLS AND
CLOUD-BASED DEPLOYMENTS TO BOLSTER
DIGITAL PATHOLOGY MARKET
• AI-Based imaging analysis tools and cloud-based deployments to bolster digital
pathology market – Healthcare and Drug Discovery and Pharmacy
Management - https://www.linkedin.com/pulse/blog-ai-based-imaging-
analysis-tools-cloud-based-bolster-paul-young

16. MAXIMO AND PHARMA

17. CHATBOTS

18. AI AND DRUGS

19. GENERATIVE AI / SUPPLY CHAIN
Blog - How is AI and Machine Learning Changing the Way We Manage the Supply Chain
- https://www.linkedin.com/posts/paul-young-055632b_how-is-ai-and-machine-
learning-changing-the-activity-7086709164441276417-
cCfw?utm_source=share&utm_medium=member_desktop

20. ADDITIONAL LINKS AND SOURCES
Additional Sources and links:
Circular Economy - https://www.slideshare.net/paulyoungcga/what-is-the-circular-economy-and-how-can-data-and-ai-drive-outcomespptx-
257103318
DORA and CRA - https://www.linkedin.com/posts/patrickgaul_council-post-industries-at-risk-of-cyberattacks-activity-
7057368936127893504-nbN_?utm_source=share&utm_medium=member_desktop
Trusted AI - Blog – Trusted AI and its Principles - https://www.linkedin.com/posts/paul-young-055632b_white-house-blueprint-is-the-
starting-point-activity-7024108278271918080-ca1P?utm_source=share&utm_medium=member_desktop
ESG and Sustainability Reporting - https://www.slideshare.net/paulyoungcga/introductory-to-esg-and-sustainability-reportingpptx
Data Management - https://www.slideshare.net/paulyoungcga/how-to-solve-data-management-isuses-for-both-the-private-and-public-
sectorspptx
Close, consolidate, and reporting - https://www.slideshare.net/paulyoungcga/close-consolidate-and-reporting-cyclepptx-256864692
Top Reporting Challenges - https://www.slideshare.net/paulyoungcga/top-reporting-challenges-facing-both-the-private-and-public-
sectorpptx
Data and AI - https://www.slideshare.net/paulyoungcga/leveraging-realtime-analytics-as-part-of-driving-data-and-ai-to-improve-business-
outcomespptx

21. SUMMARY
• Pharma and biotech continue to look at AI as part of the drug discovery and manufacturing processes
• Public sector governance model - https://www.slideshare.net/paulyoungcga/public-sector-united-states-how-to-transform-government-
may-2023pptx or https://www.slideshare.net/paulyoungcga/how-to-improve-the-governance-model-for-the-public-sector-may-2023pptx
• Drug costs continue to plague world governments - https://www.forbes.com/sites/eriksherman/2022/06/27/why-wont-congress-do-what-
mark-cuban-is-doing-for-affordable-drug-prices/?sh=67c76142703b
• Medical equipment reshoring https://www.inddist.com/supply-chain/article/22223176/print-reshoring-ppe-the-right-way-to-prepare-for-
future-pandemics or https://www.mddionline.com/regulatory-quality/building-better-medical-device-supply-chain
• 3D printing and medical - https://www.aha.org/aha-center-health-innovation-market-scan/2022-06-07-3-ways-3d-printing-revolutionizing-
health-care
• Healthcare delivery model - https://www.theglobeandmail.com/canada/article-medical-association-tells-mps-to-work-on-health-care-
crisis-this/ or https://www.slideshare.net/paulyoungcga/global-healthcare-crisis-pptx
Blog – What is next for Biotech and Pharmaceutical sector
The global market for pharmaceuticals reached USD 1.25 trillion in 2019, up 4.5% from 2018.
Going forward, the global market will grow by 4-5% CAGR, reaching USD 1.5 trillion by 2023.
North America is expected to retain the leading position in the global pharmaceuticals market
with market share of 45.33% in.
Source - https://www
.reogma.com/industry-reports/global-pharmaceutical-industry-to-reach-1-5-
trillion-by-2023/
Key links and sources:
Generative AI and Healthcare - https://www
.statnews.com/2023/07/18/medical-ai-doctors-
chatgpt/?utm_campaign=rss
Patents - https://www
.pharmaceutical-technology
.com/news/patents-signal-china-leads-with-patent-
filings-in-pharma-in-q2/
Biotech - https://www.investors.com/news/technology/biotech-and-pharma-industry-and-stock-news-
merk-bristol-myers-amgn-gilead/
T
rends - https://blog.gitnux.com/life-science-industry-trends/
Biotech upcoming companies - https://www
.fool.com/investing/2023/07/17/this-artificial-intelligence-
biotech-stock-is-crus/
ESG - https://www.mltaikins.com/esg/global-climate-litigation-continues-to-heat-up-highlighting-esg-
risks/
ESG - https://invivo.pharmaintelligence.informa.com/IV147763/Pressure-Mounts-On-Pharma-T
o-Act-On-
Environmental-T
argets