Insight
Don’t get lost – How femtech can navigate the EU medical device and AI rules

By Xisca Borrás and Ellie Handy of the life sciences regulatory department at Bristows law firm
Femtech, short for female technology, is an important and fast growing sector. The EU is a key market for femtech, with five of the top 10 countries for femtech investment located in the EU.
Femtech products are developed for many areas of women’s health, such as menstrual health, pregnancy planning and monitoring, menopause and mental wellbeing.
As femtech is intrinsically linked to health needs, a key question for femtech products is whether they are regulated as medical devices or merely consumer products.
Additionally, many femtech products are embracing the use of artificial intelligence (“AI”). Therefore, another key question is whether products using AI will be regulated as “high-risk” AI systems under the EU’s new AI legal framework.
This article looks at when femtech apps and software qualify as medical devices in the EU and how the medical device and AI legal frameworks interact.
What is a software medical device?
The definition of “medical device” in the EU’s Medical Device Regulation 2017/745 (the “EU MDR”) includes software, used alone or in combination, that is intended by its legal manufacturer for a medical purpose. These medical purposes are listed in the EU MDR and include (amongst others):
- diagnosis, prevention, monitoring, prediction, prognosis, treatment or alleviation of disease;
- diagnosis, monitoring, treatment, alleviation of, or compensation for, an injury or disability; and
- control or support of conception.
The legal manufacturer is the person that puts their name/branding on the device, and takes responsibility for it.
Whether software is considered a medical device will depend on whether the manufacturer states it has a medical purpose in the relevant documentation/materials.
The EU MDR defines intended purpose as “the use for which a device is intended according to the data supplied by the manufacturer on the label, in the instructions for use or in promotional or sales materials or statements and as specified by the manufacturer in the clinical evaluation”.
What is the test for qualifying as a medical device in the EU?
There is a selection of guidance documents that can assist you in determining whether a product should qualify as a medical device. We summarise some of the key guidance below:
- MDCG 2019-11 rev.1
Under the EU MDR, the Medical Device Coordination Group (“MDCG”) has published guidance on the qualification and classification of software as a medical device. It sets out five decision steps to help determine if a piece of software is a medical device in the EU. The steps are:
- Step 1: Is the product software?
- Step 2: Is it standalone software (i.e., it is not an accessory nor driving/influencing the use of a hardware device) and does it not fall within Annex XVI?
- Step 3: Is it performing an action on data beyond storage, archival, communication, simple search or lossless compression?
- Step 4: Does it act for the benefit of an individual patient?
- Step 5: Does it have a medical purpose (as set out in the medical device definition)?
If the answer to all five questions is yes, it will qualify as a medical device. In this case, manufacturers will have to ensure they comply with the pre-market requirements set out in the EU MDR before they can place the software medical device on the market.
Notably, they will need to set up a qualify management system, compile a technical file, undergo the appropriate conformity assessment and affix a CE mark.
Importantly, the manufacturers would also need to consider post-market requirements, such as having a post-market surveillance system and undertaking post-market vigilance.
3. Other relevant guidance
The MDCG has also published a manual on borderline and classification of medical devices under the EU MDR.
Additional sources of guidance may also be available from national competent authorities. The legal manufacturer could also look at examples of other products already on the market to see how they are regulated (e.g. looking at EUDAMED). Although, we would caution anyone relying too heavily on the regulation of other products as there is no guarantee they are compliant.
What if you’re not a medical device?
If the software does not qualify as a medical device, the product will not have to comply with the EU MDR.
However, the manufacturer should be careful about how it promotes its product and the claims it makes about it because, as discussed above, a medical device is defined based on the manufacturer’s intended purpose.
Let’s take the example of a mere period app. Using it for logging period dates, tracking ovulation, and predicting future cycles has no medical purpose and is therefore not a medical device.
However, if its manufacturer recommends this piece of software for contraception and/or to support conception it will suddenly have a medical purpose and so, it would qualify as a medical device.
As such, the manufacturer would either have to bring the device into conformity with the EU MDR or take action to change the promotional materials to remove the medical claims.
Interaction between medical devices and AI legal frameworks
Under the EU MDR, devices are assigned risk classifications. For the lowest risk devices (Class I medical devices), the manufacturer can self-certify compliance with the EU MDR prior to the product being placed on the market or put into service in the EU.
However, high risk devices (Class IIa or above medical devices) must undergo a third party conformity assessment carried out by a notified body.
Notified body conformity assessments require a detailed review of the manufacturer’s quality management system, technical documentation, systems and procedures.
The process will often take more than a year to complete. Additionally, manufacturers have to grapple with ongoing burdens such as vigilance and post-market surveillance.
Under the EU MDR, most software as a medical device will be classified as a Class IIa or above.
Like the EU MDR, the EU’s Regulation (EU) 2024/1689 (the “AI Act”) also distinguishes between AI systems that pose different levels of risk.
The AI Act imposes onerous obligations on “high risk” AI systems, including in relation to accuracy, transparency, risk management, data quality and governance, and human oversight.
Although there is some overlap between the EU MDR and AI Act requirements, many are new AI-specific obligations. These pose a significant additional regulatory burden, increasing the complexity and cost of compliance for stakeholders.
Notably, the risk classification of an AI system that is itself, or is included in, a medical device is linked to the device’s classification under the EU MDR. Under the AI Act, AI systems are classified as “high risk” systems if:
(a) the AI system is a safety component of a medical device or the AI system itself is a medical device; and
(b) the medical device is required to undergo a third-party conformity assessment under the EU MDR.
Therefore, low risk medical devices (i.e., Class I medical devices) that are self-certified cannot be “high risk” AI systems.
Whereas, any device that requires a notified body to perform its conformity assessment will be a “high risk” AI system, and so will be subject to the additional AI Act requirements.
Unfortunately for those wishing to avoid the “high risk” AI system requirements, there are relatively few Class I devices under the EU MDR.
Therefore, the majority of medical devices that are an AI system or have an AI system as a safety component will qualify as a “high risk” AI system.
One notable example of a Class I device is software intended to support conception by calculating the user’s fertility status based on a validated statistical algorithm.
If this kind of software medical device is also an AI system, it would not be classed as a “high risk” AI system, so it would not be subject to the more onerous requirements in the AI Act.
However, the manufacturers of these devices would need to carefully consider any product developments that add additional functionality, as this can impact the risk classification of the product under both the EU MDR and AI Act.
For example, if the manufacturer added functionality to the Class I device so it could also be used as a means of contraception, it would become a Class IIb medical device and would need a third party conformity assessment.
In turn, as the software is also an AI system, this would mean the AI system would be considered “high-risk” and be subject to additional regulatory requirements under the AI Act.
Whilst AI has the potential to provide tremendous benefits for femtech, it also triggers additional complexity that can be time-consuming and costly to navigate.
It is important to get it right in terms of compliance in order to maintain consumer trust, avoid regulatory penalties, and pave the way for long-term success and viability.
By Xisca Borrás, Partner – Life sciences regulatory and Ellie Handy, Senior Associate – Life sciences regulatory at Bristows law firm.
Insight
Women urged to be wary of menopause misinformation on social media

Women are being urged to seek evidence-based advice and avoid menopause misinformation shared on social media.
A seminar co-hosted by the World Health Organization (WHO) mainly examined what is known about the cognitive effects of menopause and current research in the field worldwide.
Dr Nicole Jaff, a South African academic and certified menopause practitioner, said research into menopause and its effects was now at a peak.
She said: “There’s a lot of information out there.
“But I would say please look for the evidence-based information, not for the influencers and the misinformation, but those who are giving guidelines, who are giving information.”
Jaff highlighted research into cognitive changes during menopause and how some women experience brain fog, a term for difficulties with memory, concentration and clear thinking.
She said: “I’m very excited about the non-hormonal treatments that are now available, especially for women who could never take hormone therapy because of breast cancers and various cancers, who can now take it.
“I’m extremely excited about people who are standing up for evidence-based medicine, for science, who are actually fighting back against a lot of the social media and influencers who are not giving evidence-based information and making life very difficult for women because they think they should be forever young or buying this or buying that.”
Jaff advised women and healthcare workers to read new guidelines recently issued by the International Menopause Society. They are available free to download from its website.
The seminar also heard from Professor Aimee Spector, professor of clinical psychology of ageing at University College London.
She raised similar concerns about misinformation, particularly claims linking hormone replacement therapy, known as HRT, to dementia. Some claims suggest HRT reduces dementia risk, while others suggest it increases the risk.
Spector said: “I think there’s also lots of misinformation.
“And I think that there’s huge variations in how even professionals and doctors interpret this information.”
She was part of an international research team commissioned by the WHO last year to assess published studies on the issue.
The institutions involved also included the Global Brain Health Institute at Trinity College Dublin.
Spector said: “The first thing to say is that the quality of evidence was very low.
“Nine out of the 10 studies we looked at were observational, which means that you’re observing patterns over time. But you don’t necessarily know whether that’s due to the hormone therapy or not.
“Our overall recommendation was that there’s insufficient evidence for menopause hormone therapy in terms of either increasing or reducing the risk of dementia. In other words, we don’t know either way.”
Spector said women should therefore decide whether to use HRT to treat menopause symptoms rather than based on concerns about dementia.
She said: “It’s recommended for menopause symptoms, but it’s not recommended to reduce dementia. And I think a lot of people are saying that.”
The Menopause on the Brain webinar was part of an ongoing series hosted by the WHO and other global health agencies.
Insight
Endometriosis musical set for Edinburgh Fringe stage

An endometriosis musical by two US writers will debut at the Edinburgh Festival Fringe in August.
“Endometriosis: The Musical” follows Jane, a woman trying to discover why she is living with chronic pain.
Maria Bartholdi and Kristin Stowell first developed the production for the 2022 Minnesota Fringe Festival.
The full show premiered at Theater in the Round in Minneapolis in 2025.
Stowell said the play drew on personal experience, although neither writer realised it at the time.
“So it’s like my goal to let women see themselves in this who are dealing with this and have a question they can bring back to their doctor,” she said.
“Like, could it be endometriosis?”
Bartholdi said she did not realise she might have the condition herself until after the play premiered.
“This show helped diagnose me, which I think is just one of the miraculous things that we hope this the show does for other people as well,” Bartholdi said.
Dr Wendy VanBuren, a radiologist at Mayo Clinic in Rochester, said she was a fan of the musical and its role in raising awareness of a common but underdiagnosed disease.
“Cells that are similar to but not identical to the cells that comprise the lining of the uterus, the inside of the uterus, are located outside the uterus,” said VanBuren.
“When they’re outside the uterus, there isn’t the right environment to deal with that. So basically, what you get is bleeding, and then you get inflammation.”
Roughly one in seven women live with the disease, and receiving a diagnosis can take nearly a decade.
Cancer
Johnson & Johnson offers to pay US$5.5bn to settle talc cancer lawsuits

Johnson & Johnson has offered an estimated US$5.5bn settlement covering about 76,000 claims that its talc products caused ovarian cancer.
The proposed agreement could end a contentious legal dispute over the company’s baby powder and other talc-based products that has lasted around a decade.
Johnson & Johnson said the settlement covers claims consolidated in a federal court in New Jersey and related cases in state court.
The claims represent nearly all the remaining talc cases against the US multinational, according to the company.
Johnson & Johnson has previously settled most claims alleging that its talc contained asbestos and caused mesothelioma.
Mesothelioma is a rare cancer affecting the lining of organs, most commonly the lungs, and is usually linked to asbestos exposure.
Law firms representing claimants confirmed the proposed deal, describing it as a good resolution after around 10 years of litigation.
The agreement must be accepted by 95 per cent of ovarian cancer claimants in state or federal court before it becomes final.
Erik Haas, vice-president of litigation at Johnson & Johnson, said the claims were “meritless” and that the company was willing to settle to bring the litigation to a close.
“While we are confident the company would have ultimately prevailed with further litigation, as it has in the vast majority of cases tried to date, this resolution allows the company to put this matter behind it and remain focused on its mission to develop medicines and devices that save lives,” Haas said.
The company expects to pay US$3bn in 2027, with further payments due in 2028.
The deal could be worth more, depending on how many people take part in the settlement.
Chris Seeger, a lawyer representing around 2,500 clients with talc claims who helped negotiate the agreement, said Johnson & Johnson could ultimately pay US$7bn or more.
The settlement assigns specific values to qualifying ovarian cancer claims but does not cap the company’s total payout.
“We got a fair settlement, and our clients are going to be happy with it,” Seeger said.
Johnson & Johnson reached the agreement after a series of court victories, including wins in individual trials and successful efforts to disqualify claimants’ lawyers from the litigation.
The company also secured court rulings against experts used by claimants to support their cases.
A federal judge last week questioned whether individual claimants could prove that talc had specifically caused their ovarian cancer.
Johnson & Johnson has consistently denied that its talc products caused cancer, maintaining that the products were safe and did not contain asbestos.
The company stopped selling talc-based baby powder in the US in 2020 and switched to a cornstarch-based product.
Litigation resumed in March 2025 after being paused for more than three years while Johnson & Johnson pursued a bankruptcy strategy known as the “Texas two step”.
The company filed three bankruptcies through a shell-company subsidiary in an attempt to settle the cases. Each bankruptcy was dismissed.
Before the bankruptcy attempts, Johnson & Johnson had a mixed record in talc trials.
These included a multibillion-dollar verdict for 22 women who said baby powder caused their ovarian cancer, alongside trials won by Johnson & Johnson and other verdicts later reduced on appeal.
Unlike the proposed bankruptcy settlements, the latest agreement applies only to existing claims and does not cover future lawsuits.
Seeger said excluding future claims made more money available for current claimants than the bankruptcy proposal and would allow all claims to be paid within 18 months rather than over more than a decade.
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