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Printable Handouts
Navigable Slide Index
- Introduction
- Overview
- Key pillars
- Description of the problem and challenges
- Significance of AI
- Critical review of relevant literature
- Impact of AI applications on practical, societal, and technological dimensions
- Articulation of critical gaps
- Contribution to regulatory compliance
- Risks and compliance
- Practical contributions
- Challenges and opportunities
- Financial disclosures
Topics Covered
- Artificial intelligence (AI)
- Regulatory frameworks
- Data heterogeneity
- Ethical and transparency concerns
- Data-driven decision making
- Algorithmic transparency and interpretability
- Regulatory innovation and technological integration
Talk Citation
Pesqueira, A. (2026, February 26). AI-based regulatory compliance in drug development [Video file]. In The Biomedical & Life Sciences Collection, Henry Stewart Talks. Retrieved April 18, 2026, from https://doi.org/10.69645/HPGS2994.Export Citation (RIS)
Publication History
- Published on February 26, 2026
Financial Disclosures
- Antonio Pesqueira discloses his affiliation as a Partner at the Dynamic Capabilities Operational Institute.
A selection of talks on Pharmaceutical Sciences
Transcript
Please wait while the transcript is being prepared...
0:00
This presentation
is going to explain
how artificial intelligence
is critical for
regulatory compliance in
the life sciences industry,
and as a key element of
submissions into drug
development processes.
The focus of this presentation
is going to be on
the key success factors
from data enabled
by artificial intelligence,
regulatory challenges
that also brings opportunities
to the new artificial
intelligence models,
but also the overall
technology integration with
more complex processes,
such as those in regulatory
affairs, compliance for
the pharmaceuticals and
biotechnology company.
My name is Antonio Pesqueira.
I'm a partner at the
Dynamic Capabilities
Operational Institute,
and a professor at Universidade
Europeia in Portugal.
0:57
For the next couple of minutes,
I will walk you through
a journey of eight key
concepts and steps.
The first one being
the overview of
key challenges as
the key first one.
The urgency and the
significance of
having solutions to
those challenges.
The third main point,
the current status of
the body of knowledge.
So the current
available publications,
case studies, and the
available research right now.
Then the fourth point is the
impact and the implications of
artificial intelligence
as a key solution
and this will
probably be the core,
the main focus of this talk.
Then, we are going to review
the critical gaps that
artificial intelligence presents
to regulatory compliance.
Then the connections
with both concepts.
So with both functions,
regulatory and compliance.
We will then move
to the major risks,
and finally, we are
going to finish off with
practical and real-life
contributions.