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

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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:

  1. 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.

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Wellness

Expectations about sleep affect postpartum sleep quality, study finds

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Pregnant women’s expectations about postpartum sleep may predict sleep quality after birth, outweighing prior sleep and psychiatric history, a study suggests.

The findings suggest attitudes and beliefs about sleep during pregnancy could be a modifiable risk factor for postpartum sleep concerns.

They also indicate that, among women expecting the poorest sleep, higher postpartum anxiety may further worsen sleep quality.

Sammy Dhaliwal, lead author is clinical health psychologist and research fellow in the department of obstetrics and gynaecology at the Perelman School of Medicine at the University of Pennsylvania.

Dhaliwal said: “Most pregnant women in our sample anticipated poor postpartum sleep before it occurred, and it was striking that those expectations predicted worse sleep outcomes even after accounting for factors such as prior sleep disorders, psychiatric history, and number of previous births.

“This suggests that attitudes and beliefs about sleep during pregnancy may represent a modifiable target for early intervention before postpartum sleep problems emerge.”

Sleep disturbance affects an estimated 60 to 80 per cent of postpartum women and is linked to a higher risk of depression and anxiety.

Researchers said it is often regarded as an expected part of life after childbirth rather than a health issue that may be addressed earlier.

The study enrolled 432 pregnant women at about 24 weeks of gestation, meaning around 24 weeks into pregnancy.

Participants completed measures of their expectations about postpartum sleep, current sleep quality using the Pittsburgh Sleep Quality Index, and mood using validated depression and anxiety scales.

Assessments were repeated at six, 12 and 24 weeks postpartum.

A subset of 49 women also wore wrist actigraphy devices at six to eight weeks postpartum.

Actigraphy uses a wearable device, similar to a watch, to estimate sleep and wake patterns based on movement.

The results showed that 70 per cent of pregnant women, or 301 of 432 participants, expected poor sleep in the postpartum period.

Researchers found that predicted sleep disruption during pregnancy was a significant predictor of postpartum sleep concerns.

Among first-time pregnant women without prior health concerns, those who expected greater sleep disturbance had significantly more disrupted sleep after birth, measured by both actigraphy and self-report.

Among women who expected the worst sleep quality, higher postpartum anxiety significantly worsened both measured sleep and self-reported sleep, independent of anxiety levels during pregnancy.

Dhaliwal said the findings point to two possible areas for intervention: addressing sleep-related beliefs during pregnancy and treating postpartum anxiety.

Dhaliwal said: “Postpartum sleep disruption is often treated only after problems develop, but our findings suggest there may be an opportunity to intervene earlier during pregnancy.

“Addressing sleep-related beliefs and postpartum anxiety during prenatal and postpartum care may help improve sleep and emotional well-being in new mothers.”

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Fertility

Weight loss jab shows early promise in improving PMOS fertility

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A weight loss jab may improve fertility outcomes in women with PMOS, early findings from an ongoing clinical trial suggest.

The proof-of-concept analysis found that injectable semaglutide may offer reproductive benefits while also addressing obesity and metabolic dysfunction.

It is the first report to examine how injectable semaglutide may improve reproductive outcomes in women with PMOS while also addressing obesity and metabolic dysfunction.

The work forms part of the ongoing RESTORE clinical trial.

Melanie Cree, professor at CU Anschutz and first author of the report, said: “Women with PMOS frequently face a frustrating choice between treatments that target reproductive symptoms and those that address metabolic health.

“Our early findings suggest injectable semaglutide may have the potential to improve both, offering a more comprehensive approach to care.

“This medication is incredibly promising when someone responds with 10 per cent weight loss.”

The trial is examining whether semaglutide can restore ovulation and improve reproductive health in adolescents and adults with polyendocrine metabolic ovarian syndrome, known as PMOS.

PMOS, formerly known as polycystic ovary syndrome or PCOS, is a hormone and metabolic condition linked to irregular periods, raised testosterone levels, infertility risk, obesity and increased cardiometabolic disease.

Cardiometabolic disease refers to conditions linked to the heart and metabolism, such as heart disease, high blood pressure and type 2 diabetes.

Existing treatments, including metformin and hormonal contraceptives, often do not fully address reproductive and metabolic complications at the same time.

The analysis focused on participants aged 12 to 35 who lost at least 10 per cent of their body weight during treatment.

Researchers said reproductive improvements appeared earlier than expected, prompting them to report preliminary findings while the wider study continues.

Cree is also a paediatric endocrinologist at Children’s Hospital Colorado.

Endocrinologists are doctors who specialise in hormones and hormone-related conditions.

Cree said: “What makes this work particularly important is that it focuses specifically on women with PMOS receiving injectable semaglutide.

“Although GLP-1 medications have transformed obesity treatment, there remains a significant need for rigorous data examining how these therapies affect fertility and reproductive function in this population.”

The RESTORE study is evaluating semaglutide treatment in girls and women with PMOS and obesity.

Its broader aim is to determine whether weight loss and metabolic improvements can restore ovulation and improve reproductive outcomes.

Ovulation is the release of an egg from the ovary, a key part of the menstrual cycle and fertility.

The authors said the findings are from an early proof-of-concept analysis and that larger, longer-term studies will be needed to confirm whether the reproductive benefits last.

The findings suggest injectable semaglutide may become a treatment option for women with PMOS seeking improvements in both metabolic and reproductive health, if future studies confirm the results.

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Entrepreneur

Women’s Health Week Europe 2026 opens pitch applications for mainstage showcase at The Emirates Stadium

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Women’s Health Week Europe 2026 has opened applications for its flagship start-up Pitches, giving women’s health innovators the chance to present on the mainstage at The Emirates Stadium in London on 7-8 October.

16 finalists will be selected across two categories: Medical Devices & Therapeutics and Consumer & Tech, with the shortlisted companies receiving the opportunity to pitch in front of 700+ investors, corporates, other innovators and strategic partners actively seeking solutions that can scale.

Two categories, one stage

The Medical Devices & Therapeutics category is open to companies working across medical devices, therapeutics and pharma innovation, regulated digital health, and deep-tech or science-led platforms.

The Consumer & Tech category covers consumer health and wellness brands, digital health platforms, wearables and connected data, employer and payor-led solutions, and commerce and marketplace businesses.

Any company treating a condition that affects women exclusively, differently, or disproportionately is eligible to apply.

Applications are completely free, so what do you have to lose?

Apply to pitch at WHW Europe 2026 now.

What’s in it for you?

Unmatched exposure

Present in front of 700+ investors, corporates, clinicians, and strategic partners actively seeking solutions that can scale.

With WHW Europe 2026 relocating to The Emirates Stadium and expanding to 700+ attendees across two stages, the 2026 edition represents the largest platform the series has offered to date.

A proven platform

The WHW Pitch Sessions have become one of the most commercially significant showcases in women’s health, with previous cohorts including companies that have gone on to raise investment and secure major strategic partnerships. 2024 alumni BoobyBiome, closed a £2.5M seed round in the year following their pitch at WHW Europe.

The Watchlist

All registered applicants will have the opportunity to be featured in The Watchlist, WHW Europe’s official directory of women’s health innovators to know, giving companies visibility beyond the pitch stage itself.

Applications close 28 August 2026.

Find out more about WHW Europe.

Apply to pitch at WHW Europe.

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