The Sobriety App Space Has a Problem Nobody Is Talking About
What the recovery space needs - what this group of people needs - is something that meets them exactly where they are. Not where a programme thinks they should be.
There is a group of people that the addiction support industry has almost entirely failed to reach. They are not in crisis. They have not lost their jobs, their families, or their driving licence. They are functional - often high-functioning - and they are worried about their drinking in a quiet, persistent way that they rarely share with anyone.
They count units. They make deals with themselves. They notice that a bottle of wine has disappeared faster than it should have. They Google things at midnight and then clear their browser history. They are, by almost any clinical measure, not yet at the threshold that would qualify them for formal support - and they know it, and they use it as a reason not to seek any help at all.
This group is enormous. The World Health Organisation estimates over 280 million adults globally have alcohol use disorder - and that figure represents only those who meet formal diagnostic criteria. The broader population of people drinking problematically, worrying about their drinking, and doing nothing about it because nothing feels designed for them is vastly larger.
I have spent a decade working in addiction support - as a coach, a therapist, and an early intervention specialist - and the most common thing I encountered was not ignorance of the problem. It was the sense that nothing that existed was meant for someone like them.
Why the Formal Routes Fail This Group
The traditional pathways to support carry a weight that many people are simply not ready to bear.
AA requires walking into a room, saying the words, and accepting an identity that feels, at this stage, like it belongs to someone else’s story. Rehabilitation carries connotations of crisis, of things having gone badly wrong, of a life visible falling apart. A GP appointment means explaining where you’re going, entering a system, acquiring a record. A private therapist means sitting opposite another human being and saying out loud something you have barely admitted to yourself.
None of this is wrong. All of these routes have helped millions of people. But they all share a common entry requirement: a degree of readiness, of acknowledgement, of willingness to be seen - that many people in the early stages of concern simply do not yet possess.
The gap is not a clinical gap. It is a psychological one. And it is enormous.
What Technology Was Supposed to Fix - And Didn’t
Digital health has transformed the management of many conditions. Mental health apps have brought CBT techniques, mindfulness practices, and peer support to millions of people who would never have accessed them through traditional routes. The frictionless, private, always-available nature of a smartphone app has genuinely lowered the threshold for engaging with support.
In the sobriety space, however, something went wrong. The apps that dominate the market are, almost without exception, passive. They count days. They log units. They send notifications. They offer pre-written content about the neuroscience of alcohol or the benefits of a sober lifestyle. They record the problem without ever engaging with the person having it.
There is no conversation. There is no relationship. There is no one on the other side.
This is not a small gap. This is the entire point of support - and it is missing. The person who reaches for their phone at eleven o’clock on a Tuesday night, not quite in crisis but not quite fine either, opens these apps and finds a spreadsheet. They close them again. They pour another glass.
The Moment We Are In
Something has changed in the last two years that makes it possible to address this properly, for the first time.
Conversational AI has matured to the point where genuine, nuanced, emotionally responsive dialogue is possible at scale. The large language models underpinning today’s AI tools understand context, track the arc of a conversation, respond to tone, and adapt to the individual in ways that even eighteen months ago were not reliably achievable. The technology to build a genuine AI companion - one that remembers, that listens, that responds as if it understands - now exists.
And critically, public awareness of what AI can do has reached a point where people will engage with it seriously. The cultural moment is here.
What Needs to Exist
What this space needs - what this group of people needs - is something that meets them exactly where they are. Not where a programme thinks they should be. Not where a clinical threshold places them. Where they actually are.
It needs to be private. No download, no app store, no trace on a phone bill or device history. It needs to be available at eleven o’clock on a Tuesday night, with no appointment and no waiting list. It needs to remember - because the relationship is the support, and a relationship requires continuity. It needs to be built on genuine clinical understanding of addiction, not just good intentions and venture capital. And it needs to speak to the person as a person, not as a symptom or a statistic.
It needs to be conversational. Genuinely, substantively conversational - in a way that the current market has entirely failed to deliver.
Something Is Coming
I am building this. It is called Solomon, and it is the most important thing I have worked on in twenty years of professional life - because it sits at the exact intersection of everything I know: design, technology, clinical practice, and the lived experience of sobriety.
I am not ready to say everything yet. But I am ready to start the conversation publicly, because the problem is real, the moment is right, and the people who need this deserve to know that something is coming for them.
If this resonates with you - if you work in addiction support, digital health, or mental health commissioning, if you are an investor or accelerator who sees what I see in this space, or if you are simply someone who has felt the gap I am describing from the inside - I would love to connect.
Follow the journey. More very soon.