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Division · AI development

AI development services for small and medium businesses

Chatbots and AI receptionists that answer inquiries and book work outside business hours, a short consulting engagement that identifies where AI saves hours, and custom AI builds for whatever else your operation needs.

Delivered into both sides of the company, because marketing and software clients ask for it about equally.

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Tell us what you were hoping AI would do. An engineer replies in writing within one business day.

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Sold into both sides
Marketing and software clients ask for this about equally.
It identifies as a bot
It never presents itself as a person.
AI is not always the answer
Some of what gets asked for is cheaper to build as ordinary software.
Where this is worth it

Where AI development services are worth the money

The useful version is narrow: something that reads a message at 9pm, determines what the person wants, and either books it or escalates it. That is worth real money in a market where whoever answers first wins the job.

The rest — dashboards, copy generators, and anything that mainly demonstrates well — usually costs more than it saves. We will tell you which category your idea falls into before you spend anything, and often the answer is ordinary software.

How we scope it

How we scope custom AI development services

Which task, performed how many times a week, taking how long each time. That figure decides whether the work is worth doing, and it is usually available within an afternoon.

If the number is small we will tell you. Custom AI solutions are not cheap to build or to run, and a system that saves two hours a month will not repay either cost.

When the number is large enough, the same figure tells us what to build first and what to leave alone. That is usually a smaller piece of software than clients expect, and it ships in weeks rather than quarters.

Frequently asked

Questions we get about AI

Why are AI development services not a separate division?

Because it is rarely bought on its own. It appears inside a marketing job, such as a chatbot that books work, or inside a software job, such as a system that reads paperwork. Pricing it as a third division would misrepresent how it is actually used.

Will a chatbot annoy my customers?

A badly built one will. The ones that work answer your most common questions, book the job, and hand over to a person as soon as they are out of scope. Ours state that they are not a person, because being caught pretending costs more than the bot saves.

What do AI development services cost to run, not just to build?

There are two costs. The build is fixed price after discovery. The running cost covers model usage, hosting and someone reviewing what it says. On a chatbot at ordinary volume that is usually modest, but it is never zero, and we put a figure on it before you commit.

Is AI worth the money for a business like mine?

Sometimes, and often not yet. If inquiries go unanswered overnight, a bot pays for itself quickly. If the problem is that not enough people contact you at all, AI is not the fix and we will say so.

Do you do custom AI development, or only chatbots?

Both. Chatbots are what most clients need; custom AI development suits a smaller number. Custom work makes sense when what you want does not exist as a product: reading your paperwork, sorting inbound inquiries, or scoring leads on rules specific to you.

Do you build AI receptionists that answer the phone?

Yes, and it is one of the more common asks. The agent answers when nobody picks up, takes the caller through what they need, and books it on the calendar. Three things we settle before building one. It costs per minute of conversation, so we give you a monthly figure against your real call volume rather than a rate. It says it is not a person. And you decide what it must never handle — emergencies are the usual line, where the right answer is to reach a human, not a well-handled message.

What if what I need is not on this page?

Ask anyway. The three listed here are the ones bought most often, not the limit. We build document and paperwork processing, systems that draft or classify text, internal tools with AI in the middle of them, and agents that complete a task end to end. If it turns out ordinary software does the job cheaper, that is the answer you get.

What about AI agents, or machine learning development services?

We build AI agents, meaning systems that complete a task end to end rather than answering a single question. Classical machine learning is a separate and usually larger job. If your problem is a prediction rather than a conversation, say so early, because it changes the shape of the work.

Is generative AI development different from ordinary software?

In one important way: it is not deterministic. The same input can produce a different answer, so the work includes deciding what happens when it is wrong. A custom AI development company that does not raise this early is selling the demo rather than the system.

Will you use our data to train something?

No. Your data is used to answer your customers and nothing else, and that is written into the agreement.

Related: Chatbots · AI receptionists · AI consulting · AI visibility · Software development

We assess AI risk against the NIST AI Risk Management Framework, which is published and free to read.

Tell us what you want AI to do

We will tell you whether it will work and what it would cost. Often the answer is ordinary software.

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