209 - ALCOA++ EXPLAINED | What Everyone Gets Wrong About Data Integrity with Monika Andraos

209 - ALCOA++ EXPLAINED | What Everyone Gets Wrong About Data Integrity with Monika Andraos

In this episode, I talk with Monika Andraos of Dunamis Compliance about how organizations can navigate group think and approach data integrity the right way.

We cover risk culture, CSV vs. data integrity, ALCOA++, data governance, and practical tips for newcomers.


Key topics include:

• Encouraging diverse perspectives to combat group think

• Why data integrity is broader than CSV

• The pyramid structure: data integrity at the top, CSV & validation as elements

• ALCOA++ and traceability in real-world systems

• Practical CSV and validation workflows

• Common audit pitfalls and how to strengthen governance


⏱ Timestamps

00:00 – Intro: Group Think & Risk Appetite

00:41 – Data Integrity in Consulting

01:41 – Encouraging Diverse Perspectives

02:37 – CSV vs Data Integrity

03:13 – The Role of Data Stewards

03:54 – The Pyramid: Data Integrity, CSV & Validation

04:45 – ALCOA++ and Core Data Integrity Elements

13:59 – Real Examples: CSV & Validation Workflows

17:40 – Common Audit Pitfalls & Data Governance

22:50 – Advice for Newcomers + Wrap-Up


Monika is the Principal at Dunamis Compliance. She has over a decade of experience in formulating and executing strategies for data integrity and data governance assessments and remediation, risk management and computerized system validation within the pharmaceutical sector. She has worked within Quality, Technical Operations, Automation and Regulatory Affairs to execute and deliver compliant system solutions in regulated GXP environments.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(266)

258 - Combination Product Quality: Human Factors, CDMO Scorecards, ISO 14971 vs. ICH Q9, with Ben Locwin

258 - Combination Product Quality: Human Factors, CDMO Scorecards, ISO 14971 vs. ICH Q9, with Ben Locwin

Combination product quality with Ben Locwin: why drug and device quality systems differ, how human factors studies are designed, what to do when a CDMO's clean audit doesn't match its performance, and...

12 Okt 34min

257 - 21 CFR Part 4 Explained: CGMP Requirements for Combination Products

257 - 21 CFR Part 4 Explained: CGMP Requirements for Combination Products

21 CFR Part 4 sets the CGMP requirements for combination products. If your product has a drug and a device in it, you're on the hook for both sets of regulations. In this video, I walk through Part 4 ...

5 Okt 12min

256 - The New FDA Inspection Playbook: Where to Start with QMSR

256 - The New FDA Inspection Playbook: Where to Start with QMSR

QMSR became effective on February 2, 2026. Alongside that change, FDA retired the Quality System Inspection Technique (QSIT) and began using the inspection process described in Compliance Program 7382...

28 Sep 9min

255 - Audit Interview Techniques: How Good Auditors Get Better Evidence

255 - Audit Interview Techniques: How Good Auditors Get Better Evidence

A huge part of the job is knowing how to interview people, understand how work is actually performed, and corroborate what you hear against records, observations, and other objective evidence.In this ...

21 Sep 11min

254 - Saying No Is the Easy Part of Quality

254 - Saying No Is the Easy Part of Quality

Quality has a reputation for saying no.Sometimes that’s exactly the right call. Other times, “no” is just the easiest answer.In this episode, Subhi breaks down four situations where Quality should abs...

13 Sep 12min

253 - FDA Is Making Big Changes to Its Inspection Approach

253 - FDA Is Making Big Changes to Its Inspection Approach

FDA is changing how it organizes and deploys its investigators but it isn’t simply returning to the old generalist model.Eric Pittman spent more than 20 years at FDA, conducted approximately 800+ insp...

7 Sep 45min

252 - Acceptance Sampling Fundamentals: AQL, Attributes vs Variables, and Risk (OC Curves)

252 - Acceptance Sampling Fundamentals: AQL, Attributes vs Variables, and Risk (OC Curves)

Acceptance sampling is one of the most commonly used and commonly misunderstood tools in quality.In this video, I break down the fundamentals of acceptance sampling: what it is, what an AQL actually m...

31 Aug 13min

251 - The Future of Drug Delivery: Orals, Injectables, Sustainability & Device Strategy

251 - The Future of Drug Delivery: Orals, Injectables, Sustainability & Device Strategy

In this episode, Subhi Saadeh sits down with Steven Kaufman, Founder of Combination Product Solutions, Inc. and fractional Chief Commercial Officer at Portal Instruments, to discuss where the drug del...

24 Aug 49min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
romkapsel
dekodet-2
sinnsyn
liberal-halvtime
rekommandert
rss-paradigmepodden
forskningno
rss-nysgjerrige-norge
fjellsportpodden
rss-rekommandert
nordnorsk-historie
grunnstoffene
noen-har-snakket-sammen
vett-og-vitenskap-med-gaute-einevoll
tidlose-historier
villmarksliv
rss-bondevennen
rss-overskuddsliv