One profession each, one subscription each

This is the whole argument, and it is worth stating concretely rather than as a slogan.

A tenancy dispute has a tax consequence if you claim the loss. A job offer has a health-insurance consequence and a retirement-contribution consequence. A diagnosis has a financial one. A business formation decision is simultaneously legal, tax and HR.

Single-domain tools each answer one part beautifully and none of them tell you the other parts exist. Following one problem across four professions means four subscriptions and four contexts you have to re-explain yourself in.

If your entire need is one profession, you use it daily, and you have a budget shaped like a business expense, the vertical tools go deeper and you should buy one. Copilotly is not trying to be Harvey for a law firm.

It is built for the far larger group of people who have a legal question four times a year, a tax question twice, and a health question whenever the letter arrives - and for whom four subscriptions is obviously the wrong shape.

A vertical tool built for one profession will beat a broad product inside that profession, and pretending otherwise would be the kind of claim that makes a comparison page worthless.

Harvey is built for law firms and integrates with the systems law firms actually run. OpenEvidence is grounded in the medical literature and is used by clinicians. Specialist tax platforms handle filing itself, which nothing here does. Each has domain data, workflow integration and compliance posture that a general product does not.

Those are not marginal differences. If you are a practising attorney doing document review at volume, a purpose-built legal AI is the correct purchase and this is not a close call.

The distinction worth drawing is who each is for. Vertical tools are overwhelmingly built for professionals in that field - the pricing reflects it, the workflows assume firm infrastructure, and several are enterprise-only. They are excellent tools aimed at the person you would be hiring, not at you.

Copilotly is aimed at the person who cannot afford to hire them. That is a different product for a different buyer, and comparing the two on depth alone answers the wrong question.

The structural case against buying vertically is that real situations cross domains, and they do it immediately rather than eventually.

A wrongful termination is an employment question, then a tax question about how a severance payment is treated, then a health question about what happens to insurance coverage, then a financial one about how long the runway is. That is four domains in one situation, and it is an ordinary situation rather than a contrived example.

A landlord dispute has a tax consequence if the property is rented out. A diagnosis has a financial one. A job offer has an insurance one. A business decision has all three.

Buying vertically means either subscribing to four products - four bills, four logins, four times explaining the same situation from scratch - or accepting that three-quarters of the problem goes unaddressed. In practice people do the second, which is why the tax consequence of a severance payment is so often discovered in April.

One subscription covering all twenty domains is not a breadth boast. It is the observation that switching mid-problem carries the context with it, and that the context is the expensive thing to rebuild.

Clear cases, and worth stating plainly so nobody buys the wrong thing.

If you practise in the field professionally - you are the attorney, the clinician, the CPA - buy the vertical tool. It is built for your workflow, it integrates with your systems, and the depth is what you are paying for. A broad product will frustrate you within a week.

If your work is overwhelmingly in one domain and involves volume rather than variety, same answer. Document review at scale, clinical literature search, high-volume filing: these are specialist workflows and they want specialist software.

If you need something with regulatory standing - a tool that files, that carries professional liability, that satisfies a compliance requirement - none of this qualifies and neither does Copilotly. That is a procurement question with a specific answer.

What is left is the large group in the middle: people who need competent help across several domains occasionally rather than one domain constantly, and who are not going to buy four enterprise subscriptions. That is who this is for, and it is a deliberately different market rather than a claim to have beaten anyone at their own game.

The group this is built for is worth describing precisely, because it is the group both alternatives ignore.

They are not practising professionals, so a vertical tool built around firm workflows is aimed past them. They are also not asking casual questions, so a general assistant that answers with the rule and a recommendation to consult someone leaves them where they started.

What they have is a specific situation with a consequence attached and no budget for the hour it would take to resolve properly. A freelancer four years into unfiled deductions. Someone holding a severance agreement with a signing deadline. A founder deciding whether a long-term contractor is still a contractor. A person whose lab result arrived in a portal on a Friday evening.

Each of those needs three things: the specific rule that applies, the deadline if there is one, and something to send or say. None of them needs document review at volume, and none of them is served by "consult a professional" - which is usually the advice they already know and cannot afford.

That is a real market and it is underserved in both directions. The honest framing is not that this beats the vertical tools; it is that the vertical tools were never for these people, and neither was the generalist.

There is a specific reason the vertical tools do not reach this market, and it is not price sensitivity.

Someone with one legal question a quarter will not subscribe to a legal AI platform, however good it is. Not because $200 a month is unaffordable in the abstract, but because it is absurd against the frequency of the need. The same person will not buy a tax platform for their two annual tax questions or a medical tool for the one lab result that worried them.

So they buy nothing, and the questions go unanswered - which is the actual status quo this competes with, rather than any of the tools on this page.

That is why the packaging matters as much as the capability. One subscription covering twenty domains works at this frequency precisely because no single domain has to justify it. The legal question every few months and the tax question every April and the health question once a year add up to something worth $29, where none of them individually does.

It is a distribution argument rather than a technical one, and it is the honest reason this exists in a market where deeper tools already do.