Ensure GDPR Compliance for AI products with Confidence: a quick guide for product managers and business owners.
SvenJungmann
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13 slides
Jun 26, 2024
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About This Presentation
This decks covers essential questions to prepare for a legal consultation on GDPR compliance, to reduce the stress and costs associated with it through better preparation. It's no substitute for legal advice, but should help you clarify your thinking ahead of a consultation for your new data-dri...
This decks covers essential questions to prepare for a legal consultation on GDPR compliance, to reduce the stress and costs associated with it through better preparation. It's no substitute for legal advice, but should help you clarify your thinking ahead of a consultation for your new data-driven product.
Size: 26.7 MB
Language: en
Added: Jun 26, 2024
Slides: 13 pages
Slide Content
THETA DX
A prep sheet for quick and cost-effective legal meetings,
designed specifically for product managers and business
owners developing new Al products.
www.thetadx.ai
Introduction
Save time, money and worry with this guide!
Navig: , especially for
g GDPR compliance can be dauntin
product managers and business owners developing Al products
in highly regulated industries. Based on our hands-on experience
understand the challer
faced by those in the medtech world and other re
working with dozens of innovators, w
ulated spaces.
The shift to data-driven business models can often feel
overwhelming, with the complexities of GDPR adding to the
stress,
ide is designed to help you better prepare for legal
consultations, ensuring you make the most of you ith
time
legal experts. By following this prep sheet, you can streamline
your preparation process, reduce consultation costs, and
approach your legal meetings with confidence. Our goal is to
alleviate the anxiety associated with GDPR compliance, and
provide you with the knowledge and tools to secure the right
legal advice.
About Theta
At Theta, we specialize in transforming data into
able insights through our expertise in
evidence-based medicine, machine learning,
physics, medical devices, regulatory affairs,
igital strategy, and software development.
Our team combines deep industry knowledge
dge technology to deliver u
vative solutions that meet the ric
demands of regulated environments.
We understand the common challenges our
clients face, particularly when it comes to
integrating Al and navigating complex
regulations. Our goal is to ease these
challenges by providing valuable resources that
save time, reduce costs, and minimize stress.
This guide is one of the many ways we support
our customers to ensure they can confidently
For feedback or inquiries, please contact Dr Sven Jungmann (foto),
you can click on the underscored name or use the QR code to get there.
www thetadx.ai = | va
advance their data-driven business models.
www.thet
What you get
out of this
This guide is designed to help you
efficiently prepare for legal consultations
on GDPR compliance for your Al and cloud
ntegration projects. By following the
structured sections, you will be better able
to achieve the four goals outlined in the
boxes to the right of this text.
Remember, this guide is
for profes:
tool to help you
ress associated with GDPR
iance. By preparing thorot
y
hly, you
in move foı your data-driven
nitiatives with confidence.
Understand key
GDPR concepts
come familiar with the key a:
Identify areas
of focus
Use the guide to identify specific
areas where you may need legal
clarification or further advice. This
targeted approach will help
streamline your consultation.
Organize Your
Information
Gather and document your current
data practices, policies, and actions.
This will provide a clear overview for
your legal counsel, and ensure that
the most necessary information is
readily available.
Prepare questions
and documentation
elop a list of questions and gather
nt documentation, such as data
sing agreements and consent
forms, to bring to your meeting.
19 well prepared will maximize the
effectiveness of your legal
consultation.
How to use this guide
This guide prepares y
on regarding GDPR compliance for your sensor-driven Al and cloud integration projects. By
following these steps, you'll be well prepared for your legal consultation, allowing you to approach Gi
—Context of Al product
‘Summarize your Al product using the
questions provided to describe its intended
use, This helps your attorney understand the
broader context and implications.
4—Data security & privacy
Evaluate your current security protocols and
data breach plans, if you have them already.
This helps identify areas for improvement.
7— Accountability & governance
If you have it: document your governance
framework, incl. the potential role of a data
protection officer. If you don't have it, read it
up and seek externall consultation.
2—Data practices
Use our questions to outline your data
collection and processing practices,
distinguishing between operational data and
ground truth data. This clarifies data needs
and highlight any sensitive information,
5—Data subject rights
Prepare processes for handling data access,
correction, and deletion requests. This will
streamline your response to data subject
requests and strengthen compliance.
8—preparion for legal counsel
Compile your findings, documentation, and
specific questions into a briefing document.
This structured preparation will maximize the
efficiency of your legal consultation
GDPR compliance with confidence and clarity:
vw.thetad
3—Consent & transparency
Think through your approach to obtaining
informed consent and maintaining
transparency. This helps meet regulatory
requirements and build trust with users.
6—Cloud & third-party compliance
Ensure that your cloud providers and third-
party vendors are compliant with GDPR
standards. This will mitigate risks associated
with outsourcing and data transfers.
9—Post-consultation
Use the insights gained from your legal
consultation to refine your data strategy to
ensure it is robust, compliant, and capable of
supporting your business objectives.
www.thet
Summarize your
Al product
Understanding the broader context of what you
are doing is important for the lawyer, not on!
because it helps them understand the implications
for data use, but also because i
nay alert you to
other legal issues that you may not have
considered. If you already have a forma
description of the intended use, it is best to
provide it; otherwise, a cl
tion
will suffi
What is the intended Who are the intended
use of your AI product? users?
Describe the primary purpose of your Identify who will use your AI product.
Al product. For example, "Our Al For example, "Emergency medical
ct is designed to analyz services, clinic-based cardiologists,
data from implantable defibrillat patients, and their caregivers.”
to predict shockable and non-
shockable events to alert healthcare
What is the intended What is the AI product
use environment? not intended for?
Specify where the AI product will be Clarify any exclusions. For example,
used. For example, "The primary use t intended for patients at high
is remote patient monitoring, of acute coronary syndrome."
whereby the physicians are not in the
same locations as their patient:
w.thetadx.a
Understand your data
t's important to be clear about
what kind of data you have and how you
intend t
lect it. From a legal pers;
under
Here's
Operational data (data inputs)
+ What data inputs does your AI
product need to make a prediction?
What is nice to have, but not
essential?
Make clear which data could be used to
a person, which data is
particularly sensitiv
automatically collected (e.g. set
manually reported by a human.
tiv
and why certain data is needed and how sensitive each dat:
is especially important to
nat you should have clear before seeking legal counsel
Ground truth data
Ground truth data is essential for
training your Al models to ensure
accurate predictions. It typically includes
verified, real-world data that your model
can learn from. Key questions:
+ What data do you need to train your
algorithm?
+ Are you reusing existing data or
collecting new data prospectively?
+ Do you intend to reuse data originally
collected for other purposes?
General questions
+ Is the data you collect limited to whe
is necessary for your purpose:
Can any data be eliminated or
sensitive
Do you have a clear legal basis for
processing each type of data?
obligation,
interest, I
formed Consent and Transparency
Consent must be explicit, informed (understandable and complete) & documented.
Questions:
+ How do you plan to obtain consent to use data in Al training?
+ How will you inform individuals about data use
+ What do you do to make your communications
Data Security and Privacy Measures
Questions:
+ What technical & organizational measures are in place to protect data?
+ Are there regular security audits & updates?
+ How do you plan for detecting, reporting & responding to data breaches?
+ What are your policies for data retention & deletion?
Critical GDPR
Elements: Consent,
Security & Rights ont sec nas
tegic approach to informed
GDPR compliance requires a st
consent By addr
y, and dat
+ right
these areas, you will improve data privacy, foster user trust,
and streamline compliance processes.
ww.thetadx.ai
Questions:
+ How do you handle requests for access, rectification &
erasure
+ How will you ensure that individuals can easily exercise
their data rights through your systems?
w.thetadx.a
Understand your data
Effective GDPR compliance extends beyond internal data practices to include cloud
integration,
compliant, establishing strong governance fram
employee compliance, you can safeguard your data a
Cloud integration &
third-party compliance
+ How do you ensure your cloud
providers are GDPR compliant?
Do you have data pr
agreements in place
providers?
What mechanisms do you use for
international data transfers, if
necessary?
+ Are you aware of data storage
ind their GDPR complian
à vendor management. By ensuring your cloud
works, and managing vendor a
iders are
\d maintain regulatory adherence,
Accountability &
governance
+ Is a Data Protection Officer (OPO)
required for your organization?
+ Who is your DPO and what are
his/her responsibilities?
+ Do you keep records of all data
processing activities?
+ Have you conducted Data Protection
Impact Assessments (DPIAS) for high-
risk processing activities?
+ How often do you review and audit
your privacy practices?
Supplier &
employee management
How do you verify that third-party
vendors are GDPR compliant?
have contra
GDPR compliance requirements
What training programs do you have
in place for GDPR complian
How do you ensure ongoing
awareness and compliance with data
protection practices?
How do you keep policies up to date
with regulatory changes and
technological advances?
Before the meeting
with your legal counsel
In general, it is helpful to do the following before meeting with the attorney:
Document your current practices Gather necessary documentation
Create a detailed report of your current data handling practices, Make sure you have all relevant documents, such as data processing
policies and procedures. agreements, consent forms, and DPIA reports, ready for review.
List your questions and concerns Define your objectives
Prepare specific questions about areas where you are unsure or need Clearly outline what you want to accomplish in the meeting, such as
valid
legal cla ng your compliance or addressing specific issues.
Use our free
briefing template
To save you time in compiling everything, we prepared
a template for you that you can simply copy and adjust
to your needs. Just click on the link here or on the
image to the right.
Ready to build
transformative
data products?
We're hyperfocused on turning data into actionable
insights where stakes are high. Our heritage in
medical technology made us hone our Al technology
and expertise within the tight constraints of highly
regulated use scenarios. Reach out to us if we can
help you navigate these complexities and create
groundbreaking data driven solutions.
Dr Sven Jungmann
a focus
human sol
o deli
imize
light and shareholder value.
olving comp
challel
ction pla
s in automc
and maritime sensing systems.
Contact Us
800 West Campbell Road
Richardson, Texas 75080
United States