AI can help care teams work more consistently and spot risk earlier. However, social care is a deeply personal service that is both context-heavy and filled with risk. Which means we need strong governance and clear guardrails for AI. The English social care regulator, the Care Quality Commission, recently released their guideline for the safe and effective application of AI in care settings. In this blog we explore how to design AI for social care that exemplifies these standards so it can best elevate the quality of care and support available.

In practice, safe AI is more than just a ‘model’, it’s a product. When we view it as a product, it is easier to make deliberate product decisions for the application of the model. Decisions like, what the AI is for, how it’s presented, and where humans need to stay in control on the output. We must put sensible processes around our reviews. As well as adding automated checks and record‑keeping so we can learn and improve over time. 

Think of responsible AI as an end to end workflow.

Inputs > AI suggestion > safety checks > human review > learning loop

The details vary by product, but the principles don’t.

Data input: Define boundaries and responsibilities 

Start by being clear about boundaries. What information the AI can use, what it must ignore, how up-to-date the inputs are, and who owns data quality. This prevents false confidence and makes issues easier to investigate. 

Expert context: Encode clinical intent before inference 

Care quality depends on domain knowledge. You should build and maintain clear guidance on ‘what good looks like. This is in terms of terminology, standards and policies. Crucially, with named owners and a review cadence. So the AI stays aligned with your service as practice and policy evolve. 

AI analysis: Require evidence, not opinions 

Whatever the AI outputs, it should be available to review. Which means showing the relevant source text and including a brief explanation. You want to avoid the logic of ‘because the model says so’. It is vital that the evidence the model utilises is identifiable and interrogatable.

Automated guardrails for AI: Validate before humans see it 

AI can be trained to add lightweight automated checks. These are useful for catching the obvious problems before a human sees them. For example, unsupported claims, inconsistencies or repeated items. These checks don’t need to be fancy or overly detailed, however, they do need to be reliable. 

Human-in-the-loop: Keep clinical judgement in the driver’s seat 

We must keep humans in control. You should design the experience so reviewers can quickly understand the suggestion, accept or reject it, and escalate edge cases. Then use real-world feedback to improve the system on a regular cadence. 

The goal is simple, make it easy to do the right thing, and hard to do the wrong thing. The reality is simpler than you’d suspect to achieve.

There are a number of risks in AI that are well documented. It is important to not, some of the AI risks in social care don’t come from ‘the model’ alone. They come from product decisions like wording, defaults, missing context, and unclear accountability. 

It is important that you address these issues with your product teams. Once these basics are set, governance becomes repeatable.

Governance is how you earn trust over time, and sets the standard for your guardrails for AI. It is vital to test, monitor, update safely, and keep an audit trail of your actions.

Evaluation: Agree what “good” looks like, then keep testing it!

Before you ship any new features it is crucial you test against a reference set of real cases reviewed by experts. After you ship, keep sampling and checking performance so any drift that occurs doesn’t surprise you. A good way to do this is to define a small set of ‘go/no‑go’ checks for your releases. Be explicit about data handling and access. If you can’t explain those basics, you can’t govern the system. 

Change control: Make updates safe (and easy to roll back) 

Treat updates like a high-stakes product release. Ensure you are doing everything thoroughly, document changes, getting the right sign-off, and make rollback a straightforward process. 

Metadata and auditability: Make every finding explainable 

Audit trails are essential aspects of guardrails for AI. You need to keep an audit trail so you can answer important questions and evidence your working. Questions like, ‘What did the AI see?’ ‘What did it suggest?’ and ‘What did the human decide?’. 

The effectiveness of any AI system depends on the quality, relevance, and governance of the data it uses. Organisations should be able to clearly explain what data is being used, where it comes from, and how it is curated to ensure it remains accurate, current, and appropriate for the task at hand. This curation process is critical, as it provides the AI with the right context, rules, and safeguards to support decision-making in complex care environments. Rather than relying on vast amounts of unstructured information, responsible AI carefully selects data sources that reflect best practice, regulatory requirements, and the realities of delivering care.

Equally important is the security of that data. Care providers, practitioners, and the people they support place significant trust in the organisations that handle their information. AI vendors should be transparent about where their products are developed and hosted, how data is stored and processed, and the measures in place to prevent unauthorised access, misuse, or data leakage. This includes robust technical safeguards, strong governance frameworks, and ongoing monitoring to ensure sensitive information remains protected at every stage.

Safe AI in social care comes from disciplined choices. Teams that design for review, keep humans in control, add sensible checks, and maintain an audit trail. With these guardrails for AI it can quickly become a practical support for care teams. One that they can trust because they can understand it without asking them to accept the findings of a ‘black box’ at face value. Below is a basic checklist for your team to utilise. This is designed as a starting point for your team and is not definitive. After all, AI models, like care communities, are at their best when they champion their unique perspectives!

If you’d like to learn more about how we’re designing AI to help care teams work more consistently and spot risk earlier contact us directly.

On Tuesday, May 26th, our Chief Technology Officer Jamie Hibbard attended the Social Care Interoperability Platform Hackathon hosted by Digitising Social Care. Below he shares his experience and takeaways from the day.

Yesterday our CTO Jamie Hibbard had the opportunity to spend time at the NHS England office to discuss interoperability across health and social care. 

As a digital care platform, we see every day how important connected data is. At Nourish, we have invested heavily in our integrations hub and we are leading the sector in helping care providers connect systems, reduce duplication and make better use of the information they already hold. 

But connection into the NHS and shared care records has been slower than it should be. It has also, at times, been a real frustration 

Despite best intentions the complexity of the landscape remains a challenge 

Each trust, region and shared care record can have different technology providers, standards, pathways and governance requirements. Even where the goal is the same, the route to get there is often different. 

At Nourish, we are fortunate to have successfully connected with several shared care records, but maintaining each individual connection is hard, time consuming and expensive. 

And if that is true for an organisation of our scale, it raises an important question. 

In many ways, social care is already far ahead. It had to be more agile, more responsive and more willing to adopt technology because the pressures on the sector are immediate and constant. Care providers are capturing rich, timely information every day, often much closer to the person than any other part of the system. 

That necessity is why this interoperability matters so much in social care. 

Championing a single point of interoperability is not a new idea for us. It is something we have been talking about at Nourish for the last eight years. We know from first-hand experience how a lack of interoperability creates unnecessary barriers between health and social care.  

For too long, providers have had to build and maintain multiple routes into different parts of the system. Each one comes with its own standards, governance, pathways and cost. That slows progress down, limits participation and makes it harder for social care to play its full role in the wider care ecosystem. 

That is why the conversation around the Social Care Interoperability Platform (SCIP) feels so important. 

The idea of a centralised point of connection for providers like Nourish has the potential to make a real difference. As both a way to read information from the NHS, and critically, as a way to write information back. 

Understanding is a two-way street. Across the Nourish platform, around 20 million data points are recorded every day. These are not just numbers in a system. They represent observations, care interactions, risks, changes in condition, outcomes and moments that could help build a fuller picture of someone’s care. 

If that information can flow safely and appropriately into wider health and care pathways, the potential is significant. 

We could help prevent issues earlier, give clinicians and care teams better context and reduce duplication. All in service of a person’s lived experience of health and care as we create continuity across settings through joined up services. 

For interoperability to work properly, social care cannot just be a passive recipient of NHS data. Social care generates vital insight every day, often from the people closest to the person receiving support. That insight needs a route back into the wider system to achieve maximum impact. 

This is where a single, scalable point of interoperability could change the direction of travel and transform lives. 

Currently every provider having to navigate a different route for every shared care record. The ambition should be to connect once, meet a common standard and allow information to move safely between the people and organisations involved in someone’s care. 

This is not just theoretical. 

By the end of day one of the hackathon, we were already able to read and write “About Me” and person support profile data between the providers in the room. These are part of the NHS Minimum Operational Data Standards (MODS) framework. The MODS framework is the new standard for helping structure and share key information in a consistent way. 

That is a powerful proof point. It shows that when the right people come together around a common goal, and when we align around a shared standard, real progress can happen quickly. This kind of momentum matters. It moves the conversation from aspiration to practical delivery. 

 The benefits are clear. A single point of interoperability would reduce cost and reduce friction. Unlocking participation for providers of all sizes through their existing workflows. Which means the system could focus more energy on outcomes rather than integration mechanics. 

The hackathon felt like a positive and important conversation. There is still a lot to work through, particularly around standards, governance, supplier participation and making this practical at scale. But it felt like the right people were in the room, asking the right questions. 

The opportunity now is to move from good intent to scalable delivery. 

Because if we want a truly connected health and social care system, social care needs more than access. It needs a voice, a route in and a way to contribute the insight it holds every day. 

SCIP, built around shared standards such as MODS, is an important step towards that future. 

Community and collaboration are central to our approach to care technology and Nourish. We depend upon the insight and experience of our users to shape our future. That is at the core of a true digital partnership in social care, co-production. At this year’s Nourish Customer Conference, hosted in the gorgeous Goodwood House, we came together with care professionals, partners and the wider Nourish community for a day centred around collaboration, innovation and shared purpose.

Our recap video captures the atmosphere, ambition and energy of the event. Highlighting the insightful presentations and product discussions. As well as the moments of connection that happen in between sessions.

The conference was an opportunity to reflect on how technology, partnership and co-production continue to shape the future of social care. Throughout the day, attendees explored new ideas, shared experiences from across the sector and discussed the challenges and opportunities facing care providers today.

One of the strongest themes throughout the Goodwood House Nourish Customer Conference was the importance of working together.

The day showcased the collaborative spirit that continues to drive the development of the Nourish digital ecosystem. From product roadmap discussions to shared experiences from care organisations across the UK. The day reinforced the value of listening, learning and building together.

This commitment to co-production remains central to how we approach innovation at Nourish. We work with providers to ensure that the technology we create is shaped by the real experiences of the people delivering and utilising care every day.

Attendees explored emerging developments across the Nourish platform, including data, AI, transparency and safety. In addition to broader discussions around the future of care technology and operational sustainability.

As with previous Nourish events, the focus was not simply on showcasing technology, but on understanding how digital tools can support better outcomes, stronger communities and more person-centred care.

The energy of the Nourish Customer Conference was electric. It reflected the optimism and momentum shared by everyone who attended.

Social care continues to face significant challenges. But events like the Goodwood House Nourish Customer Conference remind us of the innovation, compassion and expertise that exists across the sector. By bringing together people with shared values and a shared ambition to improve lives, we can continue building technology and support systems that genuinely make a difference.

A huge thank you to everyone who joined us at Goodwood House and helped make the day such a success. We’re excited for what comes next and look forward to continuing the conversation together.

Many of our team members have had first-hand experience working in health, care and support settings. We’ve walked in your shoes, faced the challenges you face, and celebrated the victories of providing quality care. This wealth of experience continues to shape Nourish Care platforms into what they are today. Our experience gives us unparalleled insight into the sector and allows us to deliver software solutions that truly makes a difference. 

The care experience in the Nourish team ranges from carers and activity coordinators to registered nurses and registered managers. The importance of having care experience is essential throughout our team and has shaped our focus with the introduction of roles such as Clinical Lead and Safety Officer. We also have team members with nursing and care experience including Quality Assurance. In addition, our Customer Success teams truly put the impact and outcomes for people supported by care at the forefront of everything we do. 

Nourish founder and CEO, Nuno Almeida spent time working in care services before the idea of Nourish had been formed. He saw care teams struggling to find time to fit their handwritten notes into their already tremendously busy day and how sometimes issues that needed to be reported slipped the net because there was no opportunity to record those concerns in the moment. He saw how many notes needed to be written to record every care interaction and to prepare for the always-looming CQC inspection. 

Nourish began with the mission to give those receiving care a voice and input on the care they receive and to give the team supporting them time to deliver truly person-centred care. 

“I volunteered with a care home and I was just a Portuguese chap that had a good enough English, able to come on in and help us with baking competitions on a Wednesday for example. When I started spending time in care homes, it became very obvious that care workers were writing a hell of a lot of notes. It is clear that carers genuinely have caring as a vocation but aren’t always confident writing notes and this can really remove motivation or joy out of the job they do. That’s where the idea of Nourish came from.” Nuno Almeida, Nourish founder and CEO.  

There are things you learn while working in care that can only come from that environment. From operational sustainability challenges like how much it costs to use agency carers and how the shifts run. To risk reduction for people supported such as statistics around falls. Crucially, how knowing essential information about a person receiving care immediately can change how a person experiences care. The Nourish team started out their careers in the sector in a variety of different care services and job roles. Which means as a team we have great coverage of the sector. We can and regularly use our experiences to enhance our abilities at Nourish. 

“I have only ever worked in care and cannot imagine working in another field. I worked as both a care coordinator and a registered manager. Both job roles gave me an insight into the pain points that care providers experience in their day to day. As well as how digital platforms can support you in providing person-centred, safe, quality care.

“I draw upon my experience providing care everyday when supporting my users as a Customer Success Manager. Whether that’s training them on how to fully utilise the rostering and scheduling or supporting managers to run reports from the system in line with their compliance. If you have worked in care you will know the feeling of joy you get at the end of the day knowing you have made a difference in someone’s life. I still get that feeling now knowing I am helping my customers provide an impactful, safe and person-centred service.” – Jessica Atkinson, 10 years’ experience in care, Senior Customer Success Manager at Nourish.

We know the importance of the little things. We know the difference between feeding someone lunch and assisting someone to eat their lunch. The crucial difference between giving someone a choice regarding the care they receive and assigning care based on an assumption. We know the importance of personalising care notes over the same text being copy and pasted. We know because we have experienced it first-hand.  

“Each time I deliver a Nourish training session, people will want to know how a certain feature relates to their sector specifically. By being able to personally draw on a large number of previous experiences across a multitude of care and support sectors, this helps the people being trained to use Nourish more effectively as I ‘get’ what they are needing. This creates a mutual trust pretty quickly and those being trained know that they will get what they need to put Nourish into action in their services.” Jason Hengler, 29 years experience in care, Trainer and Project Manager at Nourish. 

Working in the health and social care sector is a skill that regularly goes underappreciated. The narrative surrounding the sector is often negative and the selfless hard work that goes on largely goes ignored. Many of our team have worked in care and know that it is so much more than its reputation. Health and social care is a rewarding career with a clear career path. It relies on emotional intelligence, the ability to build relationships and spot signs of change. Our experience in care has given us the ability to communicate effectively with and about the people you support. We cherish the first-hand experience in the feeling that comes with delivering great person-centred care.  

Nourish exists to ensure that care teams get the opportunity to provide the best care they can by reducing administrative burdens, enhancing communication across the whole team and giving carers back time to spend on person-centred care.  

“As a Community Team Manager previously, my journey has been a blend of compassion and adaptation to the digital age. Transferable skills and experiences have enabled me to have a deep understanding and empathy to the needs of my customers and this has ensured that I am able to suit their needs as a Customer Success Manager in a more effective and speedy manner. Working for Nourish has allowed me to tap into my experience within the home care environment. As I have experience as a care coordinator, a carer and a manager, I am able to adapt and tailor my training sessions and support to ensure that the content is relevant for the individual.” Katie Loader, 5 years’ experience in care, Senior Customer Success Manager at Nourish.

Because so many of us have worked in care, we know that each service is truly unique in its approach and working ways. That is why Nourish is unique and a leader in the digital social care sector. Nourish platforms are shaped by lived experience, from the people who work at nourish, to the communtieis utilising it, and everyone in between. Our solutions are customisable and can be tailored to your service’s needs to ensure your care service retains what is unique about it.  

“Having been involved in a family run care home from a young age gave me a respect and understanding for the sector like no other. Knowing the pressures, the pain points and the sheer variation of the day to day really helps when thinking ‘is this new feature in the platform going to work in practice‘. The team will often hear me repeating the same thing ‘benefit vs burden’ and that comes from understanding the sector. Here at Nourish, we don’t just create a product, we genuinely aim to improve the lives of the manager, the carer and most of all the person receiving support.” Dan Hollingworth, 10 years experience in care, Product Owner at Nourish. 

“My experience of working in care homes helps me to understand the daily struggles carers face. That everything is documented correctly. That everyone has had their care delivered properly. That medication has been administered at the correct times. That tasks have been completed, all within a particular timescale for multiple clients with different needs. I try to use that experience every day to make sure we deliver a quality product. One that alleviates the stresses that come with being a carer so they can offer great support for their clients.” Curtis Cridland, 5 years experience in care, Senior Quality Assurance Engineer at Nourish.

Find out more about how Nourish can enhance the care you provide by booking a personalised demo with our team. 

Value is a vital when operating a care home. It is imperative for providers to make the right decisions, with the right returns, to maintain a successful service. Which is why finding the right digital partner is crucial when choosing technology for small care homes.

We spoke to Subhaan Iqbal, IT Director and Compliance Lead at Principle Care Homes, about his experience. Subhaan has extensive experience supporting care providers with their digitisation, and has learned the importance of getting started at the right time. They wanted to establish their technology before expanding their locations, and they found the perfect partner in Nourish.

Watch the video below to learn how Nourish Care works with the team at Principle Care home to deliver the results they want. Including how the Nourish Partnership Programme helps them build the right digital ecosystem for their service. There are a lot of different types of technology for small care homes. With so many options to choose from, and so many decisions to make, the NPP can help you find the best technology for your community.

You can watch the Principle Care Homes case study here below.

Nourish Care hosts an internal ‘Women in Tech’ group to bring together women from across our departments to share experiences, insights and inspiration. Our Director of People and Culture, Kate Crouch, reflects on the theme for this year’s International Women’s Day ‘Give to Gain’ in the context of technology and social care.

Every year on International Women’s Day, I’m reminded of the progress made toward gender equality and the work still ahead of us. This year, the theme “Give to Gain” offers a powerful reflection point, not just for society, but for us as a community working in technology and in a sector built fundamentally on compassion: social care. 

In social care, giving is at the core of everything. It’s the heartbeat of the work our users do every day, supporting individuals, families, and communities. And, it’s a value that resonates deeply with how we support one another inside our organisation too. Which is why it’s reflected in several of the key pillars of our Culture Code.

Collective Effort: We help each other out because we know that when one person wins, we all win. 

Making a Difference: We go above and beyond because we remember who we serve. We know the difference we’re making to the lives of those in care. 

Every Person Counts: We genuinely care about all the individuals and groups of people in the Nourish circle and across our sector more broadly. 

‘Give to Gain’ reflects the truth that generously sharing knowledge, time, encouragement, and opportunity creates returns far beyond what we invest. 

This certainly rings true in the tech space. Especially tech in a sector traditionally powered by women yet underrepresented in technical roles! I find giving takes many forms, including: 

These actions help women not only enter tech but thrive in it. And in return, we gain stronger teams, deeper innovation, and more human centred technology aligned with what the care sector needs. 

Our internal Women in Tech group was created to bring women in our organisation together for exactly these reasons. Like the care sector itself, Nourish is built on the belief that people flourish when they feel supported, included, and connected. 

Within our Nourish Women in Tech group, we’ve started to benefit from: 

Nourish thrives not just because of what we gain individually, but because of what we choose to give:  time, encouragement, advocacy, empathy, and support. 

Our Women in Tech group is also an important part of the culture we want to be part of. At Nourish this is incredibly important to us and having a group that really embodies the our values means we continue to create a ripple effect that supports the whole organisation, not just women. An environment that empowers people to contribute openly, values varied viewpoints, and doesn’t shy away from confronting bias. 

While we celebrate progress, it’s important to acknowledge a simple truth: we are not there yet. 

Women, especially women in tech, continue to face challenges including unequal representation, slower career progression, societal expectations, and persistent barriers to leadership roles. In the care sector too, while women overwhelmingly make up the frontline workforce, they remain underrepresented in the decision making roles shaping the future of the industry. 

Achieving gender equality requires continued commitment to: 

Progress isn’t guaranteed, it is created through consistent action. And every one of us plays a part. 

The Care sector is fundamentally human. Technology here isn’t just about systems or software; it’s about enabling better outcomes for people. When women bring their experience, empathy, and leadership into tech roles, especially in care, innovation becomes more inclusive, more thoughtful, and more effective. 

Strengthening women’s voices ultimately strengthens the sector we operate in, that is the core of the ‘Gain to Give’ message. We are the rising tide, and together we can lift the whole care sector up. 

We hosted our AI and Data Conference at Bletchley Park this January. The historic backdrop inspired us to look to the future potential of AI and data in social care. Over the course of the day we heard for customer panels, product managers and Nourish users on and off stage. It was an inspiring event that energised all attendees for the year ahead!

The day started once everyone had settled in to the historic venue. Our Chief Product Officer Matthew Stewart opened the proceedings with an overview of our position on AI, our ambitions for care intelligence, and the odd season joke here and there. This was followed by our Director of AI & Data Sudha Regmi detailing the Nourish view into Analytics, Insights and Nourish AI.

We had two panels with customers, one on either side of lunch. The first panel, led by our Chief Customer Officer Paul Barnes was focussed on Nourish Analytics. Paul was joined by Emma Lindblom, Head of Quality Improvement at MHA, Gareth Williams, Flexible Workforce Manager at Brandon Trust and Benjamin Winfield the Product Owner Lead for Quality and Business Systems at Lifeways Group. They built upon Sudha’s point about moving descriptive to prescriptive with Analytics and the journey of embedding the functionality in an organisation.

Mark Gray, Nourish AI Product Lead, hosted our second panel. It focussed on our new AI platform Nourish Confidence and it’s co-production journey. Our Clinical and Safety Lead Carrie Taylor and Emma Brazier, Business Analyst for Sanctuary Supported Living joined him on the panel. They discussed our journey to finding the right application for AI. As well as how we can change the ways of approaching audits to drive continuous improvement for people with support in addition to how we can bring together different functionality to provide holistic, truly person centred care and support.

Over lunch attendees were treated to a tour of the venue. Getting to take in the history and groundbreaking work that took place in the birthplace of AI.

The best discussions happened in between all of the sessions. We took the opportunity to display many of the new platforms and features of the Nourish ecosystem. Talking to people from across the wide range of care and support services represented by our attendees is always the highlight of these events. We closed on a discussion of our roadmap. And our Chief Technology Officer Jamie Hibbard making a special announcement about our AI Labs!

We are incredibly grateful to everyone who joined us in Bletchley Park. Some of our attendees even jumped on camera with us to share their experiences and perspectives. You can see these Nourish users in the video, and look out for longer versions of their interviews on our social media!

Ozayr Patel, Development Manager, Lancashire County Council
Steve Bowler, Digital Transformation and Implementation Manager, Greensleeves Care
Sian Smail, Health and Social Care Data Analyst, Care Dorset UK
Elliot Goodwin, Area Director, Consensus Support Services
Alicia Ingham, Operational System Improvement Lead, MHA
Jay Harper, Head of Communications and Projects, Rehability UK
Jane Hayden, Head of Technology, Treloar’s
Ross Watson, Senior Product Manager, HC-One
Gemma Pitman-McGrath, Clinical Development Nurse, Barchester
Steve Daniels, Operational Change Lead, iVolve Care & Support

We are so excited for the future of AI & data in health, care and support technology. Find out why on our Nourish AI page.

Anthropic recently published a new constitution for ‘Claude’, their Gen AI model. The AI is designed for natural conversation, complex reasoning, coding, analysis, and content creation. Anthropic was founded with the aim of creating AI with a focus on safety and ethics. An ambition shared in the health and care sectors, where safety is a paramount concern given the huge responsibility communities entrust in their care and support providers. Throughout their technology’s iterations Anthropic repeatedly look to connect their functionality to human values. This approach resonates with us at Nourish, where we firmly root our AI models in lived experience by always keeping a ‘human in the loop’ throughout the design process. We believe principals are essential for applied AI, as we continue to search for the most impactful and effective applications of AI in health and care technology.  

 Our director of Data and AI, Sudha Regmi, saw several parallels between Claude’s new constitution. Here are her three key takeaways from the recent announcement.  

“When you’re raising kids, you can’t just hand them a list of rules and hope it covers every weird eventuality life throws at them,” explained Sudha. “You try to teach values and principles, then trust they’ll generalise when it matters.” 

 Anthropic is basically saying the same thing. No, not that all GenAI is inherently attention seeking and impulse driven. (That’s just a good portion of the user base). They are saying, don’t just tell the model what to do, teach it why with context. This gives the model the ability to generalise across novel situations. With ‘rules’ in place, GenAI can become confused by edge cases. With ‘principals’ the model is better designed to understand context and infer the correct decision.  

“This is an understandable but misleading hangover from early AI scepticism. Pretraining is very important for AI models, but is not the be all and end all, especially for applied AI. Post-training is also very important. Along with feedback loops, policy layers and product choices. When choosing how to apply AI models to modern challenges, there is no predictable answer. We must, to borrow a technique from social care, review our impact, continuously improve and remain connected to lived experience.” 

No two experiences are exactly the same. You can see this in the real world with “the same base model” behaving differently depending on where you use it. Put the same prompt into different models and look at the output. These differences express themselves across both different models and different iterations. For example, think about the difference in output when you have Copilot (in gpt5 mode), ChatGPT or OpenAI GPT models doing the same tasks via APIs. Or the differences when using Claude Sonnet in Claude Code vs Claude Cursor.  

There are vast differences in models that share similar origin stories. Applied AI will continue to develop in a huge variety of fields. We must be able to more deeply understand the context of the model, before we can effectively teach the model the context of its application. 

“The constitution is explicit about priority order: safe → ethical → compliant → helpful. It includes ‘hard constraints’ for especially high-stakes work. It validates that the process of building AI is just as important as the product.” 

The process of building applied AI is crucial. Principles are deliberate, and they can’t just live on a slide deck. They must be represented in your approach to AI design, including: 

Incentivising the right kind of outputs for the context
Health and care are not vibes-based domains. Decision carry a huge amount of weight and privacy. Context is essential for understanding both best practice and the reality of the responsibility. 

Human-in-the-loop validation with clinical experts 
Lived experience remains the alpha and the omega for technology design. Without human input into the design process, AI can never be considered responsibly designed.

Tight feedback loops with our customers to pressure-test what “good” looks like in practice 
That’s what breeds confidence in applied AI. Not reverential ‘this is what the model said to do’. Not black box decision makers. But results driven by a combination of principles, process and validation.

If you’re building with AI right now or even thinking about adopting AI tools, we’d recommend reading the constitution. Even if you disagree with parts of it. It’s a useful window into how one lab is translating “alignment” into something operational. 

If you want to know more about Nourish Care’s approach to applied AI for health, care and support, click here. 

Teamwork makes the dream work, though a good partnership is hard to find. At Nourish Care we are committed to working with our users throughout their digitisation journey. A journey that continues beyond tomorrow’s horizon and into the future of care. The results of our partnerships are present for the over 400,000 people who are cared for with Nourish software solutions. People define partnerships, and by putting partnerships at the centre of our approach we ensure that people are always our focus.  

From the moment you first speak to Nourish there will be someone on our side working with you. Every step of your journey. This applies to care providers of all shapes, sizes and disciplines. 

Digitisation can take time, whether you are looking to reshape systems or just starting off your journey. We make sure all our users have the right guidance alongside them to make this process as smooth as possible for your team and as specific as necessary for your community.  

Project managers are available to help care home groups and large franchises transition to Nourish. They work with your team to ensure an effective digital rollout. We have dedicated customer success managers to work with medium and smaller care providers, as well as being another helping hand for large groups. These managers are adept at supporting the unique needs that emerge when providing care for your community. They know how to guide our users during their set-up process to ensure you receive the maximum benefits from Nourish. 

Our partnership doesn’t end at the onboarding. We continually work with our users. Offering you an open line and a dedicated point of contact for your service, so you can continue to grow the way you want to and flourish with Nourish. You can read more about how Nourish has supported the teams and growth of home care providers Nexus Care and Priory Group’s care homes.

Visit our Case Studies page for more examples.

Expertise is essential to success, and our partnerships with services excel at combining our knowledge with yours. We have researched and developed robust libraries alongside care and clinical professionals with a deep understanding of the sector and needs of the population. Each library contains interactions, assessments, care plan templates and more for managing specific pathways, conditions, needs and day-to-day operational requirements. 

We combine this wealth of best practise and experience with your understanding of your community’s needs. Nourish boasts a depth of customisability. This promotes the individuality of your service in line with the established requirements of commissioners and regulators. The only assets that are not customisable are locked to ensure compliance with a particular protocol or standard. This empowers your coordinators to wrap your system around your service and provide for the specific needs of your community. 

There is a reason we are the largest software supplier for social care in the UK. We do not settle for general. Nourish is filled with functionality that supports the unique requirements of different care types. Including residential, domiciliary, nursing, assisted living, learning disabilities and many more. 

Strong rostering is the backbone of efficient home care management. We built our rostering with over a decade of experience working with home care providers. It can be set up on repeating schedules of up to a month. Our drag and drop rostering and customisable carer rating system gives you the tools to quickly adapt to changing circumstances with your workforce and the people they support. Your rostering can then be simply invoiced and time-sheeted with our comprehensive finance functionality. Ensuring you pay everyone the right amount at the right time.  

Nourish’s mobile app for home care is another product of our strong partnerships with care services. We work with providers to keep our app up to date and empowering their care teams and communities. Carers know where they’re going and what they’re doing, while keeping you up to date on how it went through their appointment notes and audit tracker.  Travel times, upcoming schedule, care types, medications and notes are all designed alongside carers and available offline. So your team have everything they need, anywhere they go.

Nourish is designed by care professionals for busy care environments, combining icons, imagery and text to create a smooth, easy experience. Keeping carers informed is crucial in residential settings as well. The care plan summary on our care home mobile app provides a detailed and concise snapshot on mobile for a particular need to ensure nothing gets missed and you have all the information available. Carers have access to all the information on the mobile app which empowers care teams. They can see the handover, review recent and historic appointment notes. A level of autonomy unrivalled by any other DSCR platform. The app also features ‘back’ and ‘save’ buttons wherever you go so no records can be lost when completing a record/interaction. 

Data is a hot topic, but one that has burnt the finger of many a service. With Nourish managing data can become a simple part of your daily process. We provide several prebuilt dashboards within our system to provide data oversight to your team. These dashboards can become a cornerstone or a starting off point for your team’s application of data. We have experienced people on our team to help you get what you need from your data in your reporting. So you can focus on providing, responsive, effective care.

All of our success at Nourish has come through collaboration. Collaboration between our teams, between our integration partners and between our users. We believe the best solutions are produced through teamwork. A process without an end, but an enduring, enjoyable journey. We’re in this for the long haul, with true partnerships, the lasting kind.  

Care to join us? 

Digital care record systems have gone from a ‘nice to have’ to a ‘need to have’ in social care. Most providers have moved to a digital system or are in the process of implementing one. With widespread digital uptake the question has changed from; ‘are you using a digital system?’ to ‘are you using the right digital system for your service?’

Just under two years ago the government launched its ‘Digitising Social Care’ campaign, delivering the three year £150 million investment for digitally transforming adult social care, as was set out in the 2021 white paper, People at the Heart of Care.

This campaign built on a decade of digitisation in Social Care. Driven in part by the pandemic. That saw care providers take on a variety of different digital systems to help them deliver outstanding care.

The driving force of the ‘Digitising Social Care’ campaign has focussed on ensuring 80% of providers, and at least 80% of people in receipt of care, have a Digital Social Care Record (DSCR) that is compliant with their standards in place by March 2024. While it fell slightly shy of this target. There has still been a significant uptake in digital social care records. From the 40% of providers using them at the start of the campaign. The uptake reflects the benefits of digital systems in care, and the necessity of compliance with the established DSCR standards. These positive results have led to the government extending funding for the campaign until March 2026.

Nourish Care was the first system to join the NHS England Assured Solutions List back in 2021. Since then, the list has grown significantly, so how do you choose the right one?

Incompatibility between systems and services is a rising source of operational frustration for providers. ‘All-in-one’ systems can be limited by the applicability and lack the resources to support more complex or person-centred care, while specialised systems can be disconnected, leaving your team to fill in the gaps between them manually.

Routine system evaluations are a great way to uncover and address these frustrations. This process involves identifying the issues with the platform you are using and evaluating the impact of this issue on your organisation. It takes time and effort to establish the best criteria sets for your service. We have included a guide which you can use to help you get started.

Digitisation has impacted everyone involved in care, so it is best practice to include your entire organisation in the evaluation process. Any frustrations caused by your digital system will be felt by carers and coordinators alike.

Your organisation has multiple roles and responsibilities, and it is important to involve them in your evaluation process through interviews and surveys. An example of some common roles are:

If possible, you should also involve the people who utilise your service in this process, such as when evaluating the effectiveness of integrations with other systems like PainChek or GP Connect as well as circle of care functionality like a family portal.

The more experiences you can account for when evaluating your system, the more complete your picture of its impact will be.

Digitisation in Social Care happened at such a rapid pace since COVID that, understandably, some people have been left behind. When evaluating the impact of your system it is important to consider not just the functionality, but also the user experience.

Do your team feel confident not only with the system, but with the support they have around it? Are there resources and training available to help your team improve their understanding of the system? Is there a customer support team they can reach out to for guidance and support?

Many issues with digital systems come from their misapplication. When evaluating your current digital platform, it is vital to consider your team’s comfort with the system. It might be a matter of reviewing and reworking the way you are implementing the system, as opposed to changing your system all together.

To provide outstanding care, you must constantly be reviewing and improving upon your processes in a responsive and caring way. It is natural to expect the same of your system, as you both adapt to the always evolving reality of care provision.

Digital skills develop over time. With that time it is common to look for more ways to apply your skills to support your care. Such as through data reporting and analysis. By routinely reviewing the capabilities of yourself and your system. You can make sure you are maximising the benefits of your digitisation journey.

The new DSCR standards must be fully met by everybody on the ASL. They represent the next step of Social Care’s digitisation journey. An evolving emphasis on data, security and interoperability that reflects the success and potential of digital software in care. 

The new compliance regulations were announced last year and Nourish has been busy ensuring that it meets each of the 14 standards. This level of screening will mean that only software suppliers who meet stringent standards will be able to remain on the NHS Assured Solutions List.

With so many options available to care providers for digital systems, it is the perfect time to review the needs of your service and community. There is a wealth of suppliers eager to explain their system and its capabilities to you. By knowing what you have and what you want from a digital platform. You will be well-equipped to get what you need.

At Nourish we are well versed in helping people to transition from underperforming digital care record systems to ours. We have resources, guides and team members who would be delighted to talk to you about the process further. If you would like to learn more contact us.