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S.M.A.R.T Pharmaceuticals 2021-2030
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 1
“S.M.A.R.T
Pharmaceuticals”
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 2
Friday, December 17, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 3
Are you working in a leading or lagging factory?
Currently in Pharma Level 3 is the leading edge and maturity Level 5 is the
“to-be state,” a SMART factory; Is there now a “BigPharma” advantage?
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 4
Progress assumes
the underlying
processes are valid,
That is, in a state of precise
control! Are you?
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 5
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 6
1991 to 2000: The beginning
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 7
Hussain, A. S. and Layloff, T. Advanced Quality Control of
Pharmaceuticals: In-line Process Controls. FIP Millennium Conference
San Francisco (2000).
2001 – 2010: Different Viewpoints
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 8
"Ajaz the Avenger" on the Need for Unity: For PAT and QbD, Pharma Must
Learn from Bioprocessing (pharmamanufacturing.com)
Purpose of the
journey to 2020
• Encountering BAD-I upon returning to Pharma after
working on Tobacco Harm Reduction – with an expanded
awareness on human behavior, and behavioral economics,
later a more nuanced – development stance was adopted.
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 9
Since 2013 the “Express
Pharma“ has been a
“special address”
1) Strategies for making high pharma quality
affordable - Express Pharma 2. (Nov 2, 2013)
2) Pharma quality assurance in 21st century:
Sharper focus needed on education, training
and experience - The Financial Express (May
20, 2016)
3) Strategies for making high pharmaceutical
quality affordable: Part II - Express Pharma
(May 20, 2017)
4) Schrödinger's Cat & My Journey From 2015 to
2020 | LinkedIn (December 23, 2015)
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 10
An insightful journey to
learn objectively from
experience (feelings)
• Insights gathered since 2013 point to being
self-assured, internally validated to deliver
with integrity assurance that patients need,
and stakeholder expect
•
•
Friday, December 17, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 11
For an illustrative “boiled frog”
case example of specific
relevance to India Pharma please
see
•
•
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 12
Effective error management aims as continuous reform
not local fixes. ~ James Reason (Human Error, 1990)
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 13
Contemporaneous notes & development stance
• Hussain, A.S., Morris, K. & Gurvich, V.J. Pharmaceutical Quality, Team Science, and Education Themes: Observations and Commentary on a Remarkable AAPS
PharmSciTech Theme Issue. AAPS PharmSciTech 22, 88 (2021). https://doi.org/10.1208/s12249-021-01970-7
• Hussain, A. S. Digitization in Pharma and Digital Therapeutics: A Migratory Birds Eye View for Charting a Path Forward. Pharma Times, 20(12), December
2020. https://ipapharma.org/3d-flip-book/pharma-times-december-2020/
• Gurvich, V.J., Hussain, A.S. In and Beyond COVID-19: US Academic Pharmaceutical Science and Engineering Community Must Engage to Meet Critical National
Needs. AAPS PharmSciTech 21, 153 (2020). https://doi.org/10.1208/s12249-020-01718-9
• Hussain, A. S. Pharmaceuticals Beyond 2020: Professionals and Artificial Intelligence. Indian Pharmaceutical Association. Pharma Times. 52: 14- 19 June
2020. https://ipapharma.org/3d-flip-book/pharma-times-june-2020/
• Hussain, A.S., Gurvich, V.J. & Morris, K. Pharmaceutical “New Prior Knowledge”: Twenty-First Century Assurance of Therapeutic Equivalence. AAPS
PharmSciTech 20, 140 (2019). https://doi.org/10.1208/s12249-019-1347-6
• Hussain, A.S. Chaos to Continual Improvement: Path to Harmonization. CPhI Industry Report 2019: https://www.cphi.com/content/dam/Informa/cphi/en/cphi-
insights/HLN19CPhI%20Insights-2019-Industry-Report.pdf
• Hussain, A. S. How To Break The Pharmaceutical 2-3 Sigma Barrier (Like Amgen). Pharmaceutical Online. September 18, 2017.
https://www.pharmaceuticalonline.com/doc/how-to-break-the-pharmaceutical-sigmabarrier-like-amgen-0001
• Hussain, A. S. Compliance Or Adherence? How To Approach cGMP Regulations In The 21st Century? Pharmaceutical Online. Guest Column | September 22,
2016. https://www.pharmaceuticalonline.com/doc/compliance-or-adherence-how-to-approachcgmp-regulations-in-the-st-century-0001
• Hussain, A.S. The culture of Pharmaceutical Quality: Personnel Development. Biopharma Asia March/April 2016 ; The culture of Pharmaceutical Quality
Management System. Biopharma Asia November/December 2015 , and The culture of Pharmaceutical Quality: Connecting the Dots. Biopharma Asia 34-38.
Issue September/October 2015
15
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 16
Physicochemical failure modes for Narrow Therapeutic Index (NTI) drugs (europeanpharmaceuticalreview.com)
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 17
Using social media smartly to note insights contemporaneously with feedback
It is December
2021, time to
prepare
•
•
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 18
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 19
To do so, one must go beyond
traditional “education and
training,” increase the Orders of
Consciousness
•
•
•
•
• Level 5: Self-transforming (trans
disciplinary)
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 20
S.M.A.R.T objectives and
tools for Good Pharma
Practitioners: 2021-2030
•
•
•
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 21
Aiyo, my SMART phone is developing more
efficiently than I.
Internal validation in a complex,
and chaotic reality
•
•
•
•
•
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 22
Attention on Observations
Awareness of Intentions
Attentionto ObservationsandbeAwareof Intentions:“FeelingSpace”to “DesignSpace”
How do I know what I know?
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 23
Summary
•
•
•
•
•
•
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 24
Citations
1. Strategies for making high pharma quality affordable - Express Pharma 2. (Nov 2, 2013)
2. Pharma quality assurance in 21st century: Sharper focus needed on education, training and experience - The Financial Express (May
20, 2016)
3. Strategies for making high pharmaceutical quality affordable: Part II - Express Pharma (May 20, 2017)
4. Schrödinger's Cat & My Journey From 2015 to 2020 | LinkedIn (December 23, 2015)
5. Will Remember 2017 As the Year of Confirming an Amazing Juxtaposition. Message for 2018 - Jump Frog Jump, While You Can! |
LinkedIn
6. Pharmaceuticals Beyond 2020: Professionals and Artificial Intelligence. Indian Pharmaceutical Association. Pharma Times. 52: 14- 19
June 2020. https://ipapharma.org/3d-flip-book/pharma-times-june-2020/
7. Chaos to Continual Improvement: Path to Harmonization. CPhI Industry Report 2019:
https://www.cphi.com/content/dam/Informa/cphi/en/cphi-insights/HLN19-CPhI%20Insights-2019-Industry-Report.pdf
8. Digitization in Pharma and Digital Therapeutics: A Migratory Birds Eye View for Charting a Path Forward. Pharma Times, 20(12),
December 2020. https://ipapharma.org/3d-flip-book/pharma-times-december-2020/
9. Digital plant maturity model (DPMM): assessment tool – BioPhorum
10. How To Break The Pharmaceutical 2-3 Sigma Barrier (Like Amgen) (pharmaceuticalonline.com)
11. In Over Our Heads — Robert Kegan | Harvard University Press
Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 25

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S.M.A.R.T Pharmaceuticals 2021 -2030: AI or Human?

  • 1. S.M.A.R.T Pharmaceuticals 2021-2030 Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 1
  • 2. “S.M.A.R.T Pharmaceuticals” Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 2
  • 3. Friday, December 17, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 3
  • 4. Are you working in a leading or lagging factory? Currently in Pharma Level 3 is the leading edge and maturity Level 5 is the “to-be state,” a SMART factory; Is there now a “BigPharma” advantage? Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 4
  • 5. Progress assumes the underlying processes are valid, That is, in a state of precise control! Are you? Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 5
  • 6. Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 6
  • 7. 1991 to 2000: The beginning Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 7 Hussain, A. S. and Layloff, T. Advanced Quality Control of Pharmaceuticals: In-line Process Controls. FIP Millennium Conference San Francisco (2000).
  • 8. 2001 – 2010: Different Viewpoints Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 8 "Ajaz the Avenger" on the Need for Unity: For PAT and QbD, Pharma Must Learn from Bioprocessing (pharmamanufacturing.com)
  • 9. Purpose of the journey to 2020 • Encountering BAD-I upon returning to Pharma after working on Tobacco Harm Reduction – with an expanded awareness on human behavior, and behavioral economics, later a more nuanced – development stance was adopted. Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 9
  • 10. Since 2013 the “Express Pharma“ has been a “special address” 1) Strategies for making high pharma quality affordable - Express Pharma 2. (Nov 2, 2013) 2) Pharma quality assurance in 21st century: Sharper focus needed on education, training and experience - The Financial Express (May 20, 2016) 3) Strategies for making high pharmaceutical quality affordable: Part II - Express Pharma (May 20, 2017) 4) Schrödinger's Cat & My Journey From 2015 to 2020 | LinkedIn (December 23, 2015) Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 10
  • 11. An insightful journey to learn objectively from experience (feelings) • Insights gathered since 2013 point to being self-assured, internally validated to deliver with integrity assurance that patients need, and stakeholder expect • • Friday, December 17, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 11
  • 12. For an illustrative “boiled frog” case example of specific relevance to India Pharma please see • • Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 12
  • 13. Effective error management aims as continuous reform not local fixes. ~ James Reason (Human Error, 1990) Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 13
  • 14.
  • 15. Contemporaneous notes & development stance • Hussain, A.S., Morris, K. & Gurvich, V.J. Pharmaceutical Quality, Team Science, and Education Themes: Observations and Commentary on a Remarkable AAPS PharmSciTech Theme Issue. AAPS PharmSciTech 22, 88 (2021). https://doi.org/10.1208/s12249-021-01970-7 • Hussain, A. S. Digitization in Pharma and Digital Therapeutics: A Migratory Birds Eye View for Charting a Path Forward. Pharma Times, 20(12), December 2020. https://ipapharma.org/3d-flip-book/pharma-times-december-2020/ • Gurvich, V.J., Hussain, A.S. In and Beyond COVID-19: US Academic Pharmaceutical Science and Engineering Community Must Engage to Meet Critical National Needs. AAPS PharmSciTech 21, 153 (2020). https://doi.org/10.1208/s12249-020-01718-9 • Hussain, A. S. Pharmaceuticals Beyond 2020: Professionals and Artificial Intelligence. Indian Pharmaceutical Association. Pharma Times. 52: 14- 19 June 2020. https://ipapharma.org/3d-flip-book/pharma-times-june-2020/ • Hussain, A.S., Gurvich, V.J. & Morris, K. Pharmaceutical “New Prior Knowledge”: Twenty-First Century Assurance of Therapeutic Equivalence. AAPS PharmSciTech 20, 140 (2019). https://doi.org/10.1208/s12249-019-1347-6 • Hussain, A.S. Chaos to Continual Improvement: Path to Harmonization. CPhI Industry Report 2019: https://www.cphi.com/content/dam/Informa/cphi/en/cphi- insights/HLN19CPhI%20Insights-2019-Industry-Report.pdf • Hussain, A. S. How To Break The Pharmaceutical 2-3 Sigma Barrier (Like Amgen). Pharmaceutical Online. September 18, 2017. https://www.pharmaceuticalonline.com/doc/how-to-break-the-pharmaceutical-sigmabarrier-like-amgen-0001 • Hussain, A. S. Compliance Or Adherence? How To Approach cGMP Regulations In The 21st Century? Pharmaceutical Online. Guest Column | September 22, 2016. https://www.pharmaceuticalonline.com/doc/compliance-or-adherence-how-to-approachcgmp-regulations-in-the-st-century-0001 • Hussain, A.S. The culture of Pharmaceutical Quality: Personnel Development. Biopharma Asia March/April 2016 ; The culture of Pharmaceutical Quality Management System. Biopharma Asia November/December 2015 , and The culture of Pharmaceutical Quality: Connecting the Dots. Biopharma Asia 34-38. Issue September/October 2015 15
  • 16. Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 16 Physicochemical failure modes for Narrow Therapeutic Index (NTI) drugs (europeanpharmaceuticalreview.com)
  • 17. Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 17 Using social media smartly to note insights contemporaneously with feedback
  • 18. It is December 2021, time to prepare • • Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 18
  • 19. Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 19
  • 20. To do so, one must go beyond traditional “education and training,” increase the Orders of Consciousness • • • • • Level 5: Self-transforming (trans disciplinary) Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 20
  • 21. S.M.A.R.T objectives and tools for Good Pharma Practitioners: 2021-2030 • • • Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 21 Aiyo, my SMART phone is developing more efficiently than I.
  • 22. Internal validation in a complex, and chaotic reality • • • • • Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 22 Attention on Observations Awareness of Intentions
  • 23. Attentionto ObservationsandbeAwareof Intentions:“FeelingSpace”to “DesignSpace” How do I know what I know? Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 23
  • 24. Summary • • • • • • Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 24
  • 25. Citations 1. Strategies for making high pharma quality affordable - Express Pharma 2. (Nov 2, 2013) 2. Pharma quality assurance in 21st century: Sharper focus needed on education, training and experience - The Financial Express (May 20, 2016) 3. Strategies for making high pharmaceutical quality affordable: Part II - Express Pharma (May 20, 2017) 4. Schrödinger's Cat & My Journey From 2015 to 2020 | LinkedIn (December 23, 2015) 5. Will Remember 2017 As the Year of Confirming an Amazing Juxtaposition. Message for 2018 - Jump Frog Jump, While You Can! | LinkedIn 6. Pharmaceuticals Beyond 2020: Professionals and Artificial Intelligence. Indian Pharmaceutical Association. Pharma Times. 52: 14- 19 June 2020. https://ipapharma.org/3d-flip-book/pharma-times-june-2020/ 7. Chaos to Continual Improvement: Path to Harmonization. CPhI Industry Report 2019: https://www.cphi.com/content/dam/Informa/cphi/en/cphi-insights/HLN19-CPhI%20Insights-2019-Industry-Report.pdf 8. Digitization in Pharma and Digital Therapeutics: A Migratory Birds Eye View for Charting a Path Forward. Pharma Times, 20(12), December 2020. https://ipapharma.org/3d-flip-book/pharma-times-december-2020/ 9. Digital plant maturity model (DPMM): assessment tool – BioPhorum 10. How To Break The Pharmaceutical 2-3 Sigma Barrier (Like Amgen) (pharmaceuticalonline.com) 11. In Over Our Heads — Robert Kegan | Harvard University Press Thursday, December 16, 2021 Ajaz | Insights #FDDConclave 2021 ~ The Pursuit of Excellence 25