Flinn.ai - Blog

Illustration showing incoming information classified as feedback or complaint, both feeding into Flinn’s risk management system through a central review step.

Illustration showing incoming information classified as feedback or complaint, both feeding into Flinn’s risk management system through a central review step.

Regulatory

Vigilance

8 Min.

8 Min.

What Is a Complaint in MedTech and Why That Question Shapes Everything That Follows

Markus Pöttker

Mar 17, 2026

Auditor examining regulatory data with a magnifying glass, representing verification and transparency in MedTech compliance.

Regulatory

7 Min.

7 Min.

Auditing with Context: How Flinn Supports Auditors in MedTech Compliance

Auditing with Context: How Flinn Supports Auditors in MedTech Compliance

Tibor Zechmeister

Feb 27, 2026

Flinn and qtec partnership header graphic showing both logos on the left and a blurred Flinn search interface with a filter panel on the right, symbolizing integrated clinical evaluation workflows.

Product

Regulatory

7 Min.

7 Min.

Rethinking Clinical Evaluations: Why Flinn Partners with qtec

Rethinking Clinical Evaluations: Why Flinn Partners with qtec

Immanuel Bader

Immanuel Bader

Immanuel Bader

Feb 16, 2026

Visual illustration of Flinn’s product philosophy: multiple user inputs and perspectives on the left flow into a focused, well-structured software interface on the right.

Product

8 Min.

8 Min.

Built With Intention: Why Product Philosophy and UX Matter More Than Ever in MedTech

Built With Intention: Why Product Philosophy and UX Matter More Than Ever in MedTech

Felix Barthel

Felix Barthel

Felix Barthel

Jan 30, 2026

Markus Müller

Markus Müller

Markus Müller

Jan 30, 2026

Illustration of data extraction in MedTech: multiple publications on the left are processed through extraction and combined into a structured clinical evidence report (CER).

Literature

AI

12 Min.

12 Min.

How MedTech Teams Really Extract Data Today

How MedTech Teams Really Extract Data Today

Adrien Sosson

Adrien Sosson

Adrien Sosson

Jan 15, 2026

2025 MedTech recap graphic with large 2025 typography, AI, regulatory, MDR, FDA, data and technology keywords, and a recap button with cursor.

AI

Market

7 Min.

7 Min.

2025 in MedTech: The Year AI Took Over & What It Really Means for 2026

2025 in MedTech: The Year AI Took Over & What It Really Means for 2026

Steven Reichen

Dec 18, 2025

Tibor Zechmeister

Dec 18, 2025

Flinn Word Plugin showing a cited reference with a confirmation checkmark.

Product

5 Min.

5 Min.

Rethinking Literature Reports: Introducing the Flinn Word Plugin

Rethinking Literature Reports: Introducing the Flinn Word Plugin

Leon Javier Splitt

Dec 10, 2025

Flinn 3.0 product header showing new Clinical Writing, Citation, and Literature Library features for regulatory documentation.

Product

7 Min.

7 Min.

Introducing Flinn 3.0: Smarter Writing, Smarter Compliance

Introducing Flinn 3.0: Smarter Writing, Smarter Compliance

Elle Pham

Nov 26, 2025

Leon Javier Splitt

Nov 26, 2025

Decision flow for handling an AI-related risk in medical devices, showing three response options under a warning icon: "EXIT – Find a new vendor" "CORRECT – Take corrective actions" "AI OFF – Deactivate the feature"

AI

Regulatory

6 Min.

6 Min.

FLARE Series (6/6): When Validation Fails, What Comes Next? From Risk Assessment to Real-World Decisions

FLARE Series (6/6): When Validation Fails, What Comes Next? From Risk Assessment to Real-World Decisions

Tibor Zechmeister

Nov 13, 2025

Timeline graphic showing the introduction of the MHRA’s new UK post-market surveillance regulation on 16 June 2025, with medical device icons and the UK flag.

Regulatory

7 Min.

7 Min.

MHRA’s Risk-Based PMS: What’s Actually New in Great Britain (since 16 June 2025)

MHRA’s Risk-Based PMS: What’s Actually New in Great Britain (since 16 June 2025)

Tibor Zechmeister

Oct 29, 2025

A robotic hand and a human hand both reach toward an urn filled with balls. One highlighted ball is drawn from the urn, symbolizing rare events in AI validation. The image represents the challenge of selecting statistically significant samples in high-risk AI validation.

Regulatory

AI

6 Min.

6 Min.

FLARE Series (5/6): Required Sample Size – From Probability Theory to Practical Validation

FLARE Series (5/6): Required Sample Size – From Probability Theory to Practical Validation

Tibor Zechmeister

Tibor Zechmeister

Tibor Zechmeister

Oct 13, 2025

Contrast between poor quality with risks and incidents versus good quality with structured processes in MedTech.

AI

Market

6 Min.

6 Min.

The True Price of Poor Quality in MedTech

The True Price of Poor Quality in MedTech

Heiko Damaske

Heiko Damaske

Heiko Damaske

Sep 30, 2025

Markus Müller

Markus Müller

Sep 30, 2025

FLARE Framework visual showing AI software features (A, B, C) with different risk levels – high, medium, low – for risk-based validation in regulated environments.

Regulatory

6 Min.

6 Min.

FLARE Series (4/6): From Overall Risk to Feature-Level Insight

FLARE Series (4/6): From Overall Risk to Feature-Level Insight

Tibor Zechmeister

Sep 15, 2025

Visualization of automated literature screening: a document with highlights and callouts listing manufacturer names (Philips, Philips Respironics), device names (Trilogy 100, Achieva Interna), and device types (ventilator, mask, ventilation bag, home ventilator).

Literature

Regulatory

7 Min.

7 Min.

Manufacturer and Device Name Extraction in Scientific Literature

Manufacturer and Device Name Extraction in Scientific Literature

Tibor Zechmeister

Aug 26, 2025

Johannes Leitner

Aug 26, 2025

Partnership announcement between Flinn.ai and avasis solutions GmbH, featuring Polarion integration to streamline MedTech regulatory workflows

Product

4 Min.

4 Min.

Flinn.ai × avasis solutions GmbH: New API Integration Connects Flinn with Polarion

Flinn.ai × avasis solutions GmbH: New API Integration Connects Flinn with Polarion

Markus Müller Picture

Markus Müller

Aug 14, 2025

Illustration of a robot hand and a human hand shaking in front of an AI vendor checklist — symbolizing trust and validation in MedTech AI partnerships (FLARE Part 3/6).

Regulatory

6 Min.

6 Min.

FLARE Series (3/6): Vendor Assessment aka Trust Is Good, Validation Is Better

FLARE Series (3/6): Vendor Assessment aka Trust Is Good, Validation Is Better

Tibor Zechmeister

Jul 31, 2025

Gauge graphic showing how intended use determines software risk level (low, medium, high) in the FLARE framework for AI validation in MedTech.

Regulatory

8 Min.

8 Min.

FLARE Deep Dive (2/6): Why AI Validation Starts with Intended Use & Overall Risk

FLARE Deep Dive (2/6): Why AI Validation Starts with Intended Use & Overall Risk

Tibor Zechmeister

Jul 15, 2025

Comparison of manual regulatory monitoring via newsletters and spreadsheets versus AI-powered update alerts from Flinn for MedTech compliance.

Regulatory

6 Min.

6 Min.

Regulatory Monitoring in MedTech: Delta & Impact Analysis

Regulatory Monitoring in MedTech: Delta & Impact Analysis

Robin Kulha

Jun 27, 2025

Framework for Levelled AI Risk Evaluation. 01/06

Regulatory

5 Min.

5 Min.

Introducing FLARE: A Practical Framework for Validating AI in Regulatory Affairs for MedTech

Introducing FLARE: A Practical Framework for Validating AI in Regulatory Affairs for MedTech

Tibor Zechmeister

Jun 16, 2025

Literature

6 Min.

6 Min.

Google Scholar in MedTech: Mastering CER & PMCF Searches

Google Scholar in MedTech: Mastering CER & PMCF Searches

Aline Frick

May 30, 2025

Flinn ISO 27001 compliant badge certified information security management system (ISMS) and data protection commitment.

Regulatory

4 Min.

4 Min.

Flinn.ai Reaffirms ISO 27001 Certification: How We Ensure Security in the MedTech Space

Flinn.ai Reaffirms ISO 27001 Certification: How We Ensure Security in the MedTech Space

Robin Kulha

May 15, 2025

Heiko Damaske

May 15, 2025

Product

4 Min.

4 Min.

Seamless Access, Smarter Workflows: Introducing Our New Literature Integration with MIRA.Digital

Seamless Access, Smarter Workflows: Introducing Our New Literature Integration with MIRA.Digital

Markus Müller

Apr 30, 2025

Leon Javier Splitt

Apr 30, 2025

Vigilance

7 Min.

7 Min.

Vigilance Searches in MedTech: Challenges, Best Practices & How Flinn.ai Can Help

Vigilance Searches in MedTech: Challenges, Best Practices & How Flinn.ai Can Help

Michael Zuschnegg

Apr 18, 2025

AI-powered literature screening filter automatically excludes non-human studies such as animal, plant, microbial, and in vitro research from scientific abstracts.

AI

Product

9 Min.

9 Min.

Literature Searches: Streamlining Human Study Detection

Literature Searches: Streamlining Human Study Detection

Shailza Jolly

Mar 29, 2025

Johannes Leitner

Mar 29, 2025

Literature

5 Min.

5 Min.

MedTech Literature Searches: Challenges, Best Practices & How Flinn.ai Can Help

MedTech Literature Searches: Challenges, Best Practices & How Flinn.ai Can Help

Aline Frick

Mar 18, 2025

AI

7 Min.

7 Min.

Choosing the Right AI Software as a Medical Device Manufacturer: 6 Practical Tips

Choosing the Right AI Software as a Medical Device Manufacturer: 6 Practical Tips

Bastian Krapinger-Rüther

Feb 14, 2025

AI

8 Min.

8 Min.

Humans vs. AI, Man vs. Machine: Who Wins the Accuracy Game?

Humans vs. AI, Man vs. Machine: Who Wins the Accuracy Game?

Bastian Krapinger-Rüther

Feb 14, 2025

© 2025, 1BillionLives GmbH, All Rights Reserved

office@flinncomply.com

© 2025, 1BillionLives GmbH, All Rights Reserved

office@flinncomply.com

© 2025, 1BillionLives GmbH, All Rights Reserved

office@flinncomply.com