Health Services Safety Investigation Body Report: Patchs’ Thoughts

Health Services Safety Investigation Body Report: Patchs’ Thoughts

Recently the Health Services Safety Investigation Body (HSSIB) published a report exploring potential patient safety risks associated with the use of online consultation systems in general practice. The report contained a few statements that we’d like to take a moment to address.

Before we get started, it’s important to note that, as the creators of an online consultation system ourselves, we take patient safety extremely seriously.

Our product, Patchs, has been created with input from clinicians, and continues to be monitored by clinicians – in fact, our Chief Medical Officer, Dr Ben Brown, is himself a practising GP and research scientist who brings a real-world understanding of the complex intersection between patient and practice staff needs to Patchs. Added to this, our Artificial Intelligence (AI) is an award-winning, UKCA marked Class I Medical device, registered with the MHRA.

Keenly aware of the advantages and disadvantages involved in the use of online consultation, Dr Brown has co-authored a number of research papers which explore their use and safety. Two of these are made explicit reference to in the report in question:

  1. Understanding How the Design and Implementation of Online Consultations Affect Primary Care Quality at the Journal of Medical Internet Research, and
  2. Patient experiences of an online consultation system: a qualitative study in English primary care post-COVID-19 in the British Journal of General Practice.

Patchs has used the findings of these reports to inform Patchs’ design, and we continue to work closely with researchers from The University of Manchester: for example, we have recently begun an NIHR-funded research project into the use of AI in primary care.

Examining the Report’s Findings

The report contains a number of findings, some of which we’d like to examine more closely and with reference to Patchs’ specific capabilities and design.

  • Harm can result to patients where they are unable to use an online consultation tool, which may result in inequitable access to care

This is a central concern: the whole point of online consultation is to broaden access for patients, making it more equal and efficient. That means for all patients, not just for those who possess a high degree of technological literacy – or indeed, those for whom English is a native language. That’s why we have:

  1. incorporated Patchs Translate, which enables patients to use Patchs in over thirty of the most commonly spoken non-English languages in the UK.
  2. developed Patchs Telephone Assistant, which provides patients who cannot use a computer or smartphone to contact the same opportunity to contact their GP on the telephone, and have their request dealt with in the same way as those made online.
  • Questions of design: ‘free text’ vs ‘structured’ interface types each have their pros and cons

This is a point upon which Patchs agrees: free text forms, which allow patients to describe their condition in their own words, are easier to use and more flexible for the patient – but they run the risk of not gathering enough information for staff to make decisions. The alternative approach – a structured question-and-answer format – provides staff with controlled information, but it can be inflexible for patients to use.

In Dr Brown’s paper in the Journal of Medical Internet Research (a summary of which can be found in this blog post), the research team found that any pitfalls associated with online consultation can be best avoided by:

  1. using the free text format
  2. incorporating Artificial Intelligence (AI)
  3. integrating seamlessly with an organisation’s existing software.

This is because – in spite of the acknowledged drawbacks of the free text format – a structured question-and-answer format provides patients with limited response options. It leads many to feel shoehorned towards a particular outcome, as if the system wants to ‘slot them in’ to a particular algorithm or pathway.

The incorporation of AI is therefore crucial: it mitigates any ‘cons’ associated with offering patients’ free text answers. With AI, Patchs offers the best of both worlds: patient users can describe their symptoms in their own words, while from the staff perspective the AI works to identify both the topic and urgency level of incoming requests. Patchs AI can also be configured to automatically gather relevant clinical information from the patient, making initial triage decisions easier and safer – and response times faster.

For example, Patchs AI Care Navigator is capable of automatically triggering a UTI questionnaire if a patient mentions relevant symptoms, or a PHQ-9 questionnaire if a patient mentions symptoms of depression. This means that, contrary to the idea that the free text approach provides staff with less information, with the addition of AI they in fact receive as full a picture as possible of a patient’s condition, at the moment the request hits their inbox.

  • Regarding the safety of Artificial Intelligence

The report states that there is a ‘lack of clarity around whether software (including AI) is a medical device.’ It also states that ‘if something is not registered as a medical device, scrutiny of its safety may be less.’

While the second point is not in question, we would like to make clear that Patchs AI is a Class I Medical Device. This is because it offers ‘triage and signposting of next steps based on filters by severity and probability of a match’, but without ‘direct diagnosis’. Patchs AI is registered as a medical device with the Medicines and Healthcare products Regulatory Agency (MHRA) and is UKCA marked. This means that we undertake rigorous clinical evaluations and safety assessments before releasing Patchs AI modules to customers, and conduct ongoing post-market surveillance after they are released. This process includes multiple stages of testing including on historic patient requests, newly collected patient requests, interviews with staff and patients, and direct comparisons with GPs.

Most online consultation systems that claim to use AI will use it for triage, and to help staff and patients make decisions related to care and diagnoses. In our opinion they should therefore also be registered as medical device. If they aren’t then questions should be asked as to why not.

  • In summary

We understand that newer technologies can be foreboding for those who have only ever handled patient request through traditional means, and we applaud a rigorous approach to the adoption of anything new. However, we also believe that with ever-growing patient demand and limited GP practice capacity, digital transformation is necessary if primary care is to realistically address its problems.

In the second paper cited above (and summarised here), Dr Brown and his team of researchers found that the majority of patients do in fact enjoy using online consultation systems: they appreciate the ease and efficiency of using them. The paper also acknowledges that these positive feelings are, however, dependent upon several factors, including the flexibility of the design. In particular, patients do not enjoy being forced to select a problem from a limited set of options, as some other online consultation systems out there require them to do.

So long as an online consultation system is properly regulated and complies with clinical safety standards, we believe that the advantages of online consultation systems outweigh the disadvantages. Not only do they offer an important communication and demand management tool, but with the addition of AI – which is always improving – they can be a valuable safety and efficiency tool.

If you have any queries or concerns regarding the findings of the HSSIB report, please reach out to a member of the Patchs team: features@patchs.ai

1080 1080 Patchs Health

Marcus Ong PhD FIMA

Marcus Ong PhD FIMA

Chief Executive Officer

Marcus is the CEO and Co-Founder of Patchs Health. He is passionate about the positive impact which advanced technology can bring to the field of healthcare, and founded Patchs Health in order to help both patients and care providers realise these benefits.

He is an external academic supervisor and Advisory Board Member at the University of Warwick and a Fellow at the Institute of Mathematics and its Applications (IMA), where he holds a Charter in Mathematics. In his early career Marcus worked in Capital Markets for Citigroup. He has also spent time as an NCA Special for the National Crime Agency, where he advised on the applications of Machine Learning and Data Science.

Marcus holds a PhD in Complexity Science with Finance and an MSc in Complexity Science, both from the University of Warwick. He also has a BSc in Physics from the University of Durham.

Outside of work Marcus loves to travel, watch football and horse ride when he can.

Youssef Taleb PhD


Youssef Taleb PhD

Lead Data Scientist

Youssef is the Lead Data Scientist at Patchs Health. He manages the development and delivery of all our Artificial Intelligence and analytics projects, working closely with our CTO to identify – and ensure we achieve – our objectives in these fields.

With a PhD and an MSc in Statistics from Imperial College London, as well as a Diplôme d’Ingénieur (MEng) from Telecom SudParis, Youssef continues to be a regular participant in university research projects. He is a GradStat member of the Royal Statistical Society, and supervises Patchs Health internships with PhD candidates. These internships help us to maintain strong links with the most pioneering thought in the academic world.

With a flair for technical complexity and a real enjoyment of the diverse nature of the role, Youssef finds the positive impact which his work has upon patients’ access to healthcare inspiring. He is committed to finding creative ways to solve the problems facing the healthcare industry.

Chris Crowther SIRA


Chris Crowther PhD SIRA

Chief Information Officer

Chris is our Chief Information Officer. He oversees information assurance and security at Patchs Health, ensuring that, amongst other things, the sensitive data contained within the Patchs system remains safe from online threats.

Chris has a first degree in Computer Science, an MA in Defence Studies and International Affairs, and a PhD in Cybersecurity. With over twenty-five years of leadership and management experience, he is CESG-certified as a Professional Lead Security and Information Risk Advisor (SIRA).

Chris set up the cyber security practices at KPMG and Airbus. He has also held senior roles within the UK Military (as well as in other UK Government departments), the US Military, the US Federal Government, and the United Nations, KPMG and Airbus.

Chris thrives when working on complex projects. He is committed to helping clients achieve digital transformation, and also enjoys passing on his expertise by mentoring more junior colleagues.


Sean Conner

Shareholder Representative

Sean is an experienced financial professional, who has worked in the capital markets for over 30 years. He represents and looks after the interests of shareholders on the Board.

Robert Brady PhD


Robert Brady PhD

Non-Executive Director

Robert advises Patchs Health on Business Development. He has extensive business experience, having previously listed his company, Brady PLC – the largest European supplier of software for global commodity trading – on the London Stock Exchange.

With both a PhD and an MA in Physics from the University of Cambridge, Robert is presently an Industrial Fellow at the University’s Computer Laboratory. He is also Treasurer of the Cambridge Angels, and was formerly an Honorary Fellow of the Cambridge Judge Business School.

Rob Eyre PhD


Rob Eyre PhD

Head of Software Development

Rob is the Head of Software Development at Patchs Health. A full-stack developer with extensive experience across multiple industries, he manages our team of developers and ensures that our software products are of the highest possible quality.

With both an MSc and a PhD in Complexity Science from the University of Warwick, as well as an MSci in Theoretical Physics from University College London, Rob originally joined us as a data scientist. He now works closely with our CTO, CMO and Product Manager in order to define and realise Patchs Health’s long-term vision.

Rob is fascinated by the interconnections between multiple systems. Using complex statistical models, his research has explored a range of public health issues – including the nature of behaviour contagion across friendship networks, and how fertility rates are calculated. His most recent publication sought to determine the causes of food insecurity in rural South Africa.

Joe Withers

Joe Withers

Data Engineer

Joe is a Senior Data Engineer at Patchs Health. He designs, builds and maintains the infrastructure which supports the way we store and process data. He also develops our back-end code, adding new features to Patchs to ensure that our functionality is always evolving.

The lead developer on one of Patchs Health’s most exciting features, the Telephone Assistant, Joe has both a degree and a masters in Computer Science (MComp) from the University of Bath.

He is a keen footballer – both 11-a-side and 5-a-side – and also enjoys climbing and bouldering in his free time.

Gwynneth Derere


Gwynneth Derere

Product Manager & Employee Representative

Gwynneth is the Product Manager and Head of Service Delivery for Patchs Health. She makes sure that our users have a smooth onboarding experience, and offers training and continuous support should they encounter any problems.

With over fifteen years of experience in the field, Gwynneth is a specialist in products for clinical systems. She has expertise across requirements management, implementation, software training and sales support, including product demonstrations. She has worked in the UK, Europe and overseas.

Before joining Patchs Health, Gwynneth worked in a diverse range of other care settings. She has also been a teacher, and has a PGCE in Primary Science and Technology. She has a BEng in Electrical Engineering, and spent a decade working in software development.

In her free time Gwynneth enjoys crochet, knitting and sewing, and walking her dog. She is a keen gardener and gains especial satisfaction from growing her own tomatoes.

Dr Ben Brown, MBChB


Dr Ben Brown PhD

Chief Medical Officer

Ben is Co-Founder and Chief Medical Officer of Patchs Health, as well as a practicing GP and Clinical Senior Lecturer at The University of Manchester. With his frontline knowledge of the challenges facing GPs and patients, he helps ensure that Patchs is as helpful, efficient and safe as it can possibly be.

Ben’s work has been published in over 60 peer-reviewed scientific papers, and he has won awards from the International Medical Informatics Association, British Computer Society, and the Royal College of General Practitioners – amongst others. In addition to his medical training, he has qualifications in Health Informatics (PhD), Public Health (MPH), and Leadership (MSc).

An expert in developing clinical software that uses cutting-edge data science techniques, Ben witnesses daily the benefits that digital interventions can bring. He is particularly excited when he sees these benefits in the lives of patients and healthcare staff in his own practice.

Outside of work, Ben ‘enjoys’ watching football (he is a long-suffering Leeds United supporter), listening to music, and playing the talkbox. He has two young sons – identical twins – and, when he gets the chance, is not entirely averse to a good Scotch whisky.

Charlotte Watson PhD


Charlotte Watson PhD

Software Developer

Charlotte is a Full-Stack Developer at Patchs Health. She builds all parts of the Patchs’ platform – and fixes things when they go wrong (which doesn’t happen often!). Working across back-end processes, infrastructure, design and usability, she is responsible for the complete end-to-end life cycle of each new Patchs feature.

With a BSc in Biomedical Science and a PhD in Computational Statistics, both from the University of Manchester, Charlotte originally came to Patchs Health as a data scientist. However, once here she fell in love with development, and she hasn’t been able to stop doing it since.

A keen traveller and regular theatre-goer, Charlotte also enjoys playing ice hockey.

Dr Daniel Sprague


Dan Sprague PhD

Chief Technology & Science Officer

Dan is the Co-Founder, Chief Technology Officer, and Chief Science Officer of Patchs Health. He leads our Technology and Data Science teams, overseeing Artificial Intelligence and software development, as well as our technology infrastructure.

He is an external academic supervisor at the University of Warwick, and previously worked as a consultant for USAID, helping them design immunisation programmes in Africa.

Dan is fascinated by the impact which people’s behavioural choices can have upon public health outcomes – including upon epidemics. His focus during his PhD was mathematical modelling and statistical methods to study those choices and their effects. Dan holds an MPhys in Physics from the University of Oxford as well as an MSc and PhD in Complexity Science from the University of Warwick.

Outside of work Dan enjoys climbing and playing the trumpet.

Lea Luders

Lea Luders

Software Developer

Lea is a Front-end Developer at Patchs Health. She helps to design and create the Patchs’ interface, so that our users have as positive an experience as possible.

With her background in Business Economics, Lea did not initially expect to work in software development – however, once she started coding she found that the combination of the technical aspect of the work with creativity was compelling. What she most enjoys is being able to make ideas come to life through the element of design.

Originally from the South of Germany, in her free time Lea enjoys reading and horse-riding. She is also a keen traveller.

Fowziya Begum

Quality Assurance Analyst

Fowziya is Patchs Health’s Quality Assurance Analyst. She thoroughly tests every aspect of our software, including our regular feature updates, to ensure that Patchs users experience as glitch-free a service as possible.

With a degree in Biomedical Engineering and Sciences, before joining us Fowziya worked in other healthcare organisations which, similarly to Patchs Health, place technological innovation and patient care at the forefront of their work. She has always been fascinated by the field, and actively seeks out the latest advancements in healthcare IT in order to improve her skills in the industry.

Beyond her professional role, Fowziya likes to volunteer for local community organisations. She lives with her husband and young son, and regularly helps out at children’s play clubs.

Mohibur Rahman

Customer Support Analyst

Mohib is our Customer Support Analyst. He provides a first point of contact for users who get in touch, and works hard to make sure that they get the support they need. Mohib also keeps track of all Patchs Health activity. He provides the team with daily data reports, so that we can understand how we are doing.

Prior to joining us, Mohib worked with Vision Health. Before that, he specialised in operational business support at a central government institution.

Mohib is passionate about helping those in need. Outside of work, he is an active charity volunteer and fundraiser. He also participates in field trips with the 13 Rivers Trust, an organization committed to helping provide basic livelihood essentials to the poor in Bangladesh, particularly orphans, widows and the elderly.


Martin Hickman


Chief Financial Officer

Martin is a senior finance professional whose early career was spent in a number of financial and operational roles in FTSE 250 PLCs. For the last 15 years Martin has worked in a financial capacity with a number of early stage and high growth technology companies..

Steve Williams

Business Development Advisor

Steve is our Business Development Advisor. He brings more than 3 decades of global experience in technology and data infrastructure to Patchs Health, as well as his extensive management and risk/compliance experience.

Steve has held many senior roles in America, the UK, and in Japan. Previously the Global COO Equity Electronic Trading at Citi, he has also been Head of Trading for BNP Paribas in Japan. As General Manager of Fixnetix, a DXC technology company, Steve focussed on enhancing the operational efficiencies of Investment Banks and trading companies worldwide.