You process an incoming flow
Emails, requests, documents, invoices. AI reads them, pulls out what matters and files it in place.
There’s a lot of talk about neural networks and little clear application. The clear kind looks like this: there’s work a person does by hand every day — reads incoming messages, pulls data out of them, moves it into a spreadsheet, writes a standard reply. That work can be handed off entirely. Not “adopt AI”, but take specific hours off people.
Emails, requests, documents, invoices. AI reads them, pulls out what matters and files it in place.
The agent drafts from your materials and rules — you just check and send.
From email to spreadsheet, from spreadsheet to CRM. The link does it itself and doesn’t tire by Friday.
If it can’t go out, I deploy the model on your server and the data never leaves it.
Price — from $700, timeline — usually from a month. That’s a guideline: I’ll name the exact figure for your task within 24 hours of your request, in writing and before payment.
You describe the task in your own words. The jargon is on me. Free and with no obligation.
Within 24 hours I send what will be done, in what time and for how much. The estimate is fixed before we start.
You see the intermediate result and adjust as we go, instead of getting a surprise at the end.
Everything is registered in your name: access, domain, source files. I stay in touch after delivery.
That’s the first question worth asking, and it’s settled when we choose the solution. If the data is sensitive — I deploy the model on your server: it runs inside your perimeter and nothing goes out. If there are no limits, we use cloud models — they’re smarter and cheaper. Which one you need we decide at the breakdown, before development.
It will, like a human — which is why it’s not put where a mistake is irreversible. The working setup: AI drafts, a human confirms. You get the speed of a machine and the responsibility of a human, not the other way round. Where the cost of a mistake is high, I’ll honestly tell you not to automate.
Besides development there’s the cost of the model calls — it depends on volume. We count it at the estimate stage on your real numbers, not a “market average”. If the model runs on your server, it’s the cost of the server instead.
With one task, not “adopting AI across the company”. We take the most time-expensive part, automate it, and look at the result in hours and money. Then we decide by facts, not by a presentation.
No. I handle the development, the links and the setup — you get a working process. From you I need an understanding of the task and materials: sample emails, rules, access to the programs involved. Then I support it and tune by the results.
Free and with no obligation. Even if we don’t end up working together, you’ll leave knowing what to do and what it costs.
I’ll reply within 24 hours, usually sooner. If it’s urgent, message me on Telegram: @ivaev_dev
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