AI integration

We build AI into a product or a workflow: document search, sorting requests, drafts and answers to common questions. First a prototype on your data and a quality check, then integration. From 600 USD.

Discuss your project Price and timeline

Price: from 600 USD
Timeline: 2–5 weeks
Payment: 40 / 40 / 20 % by stage
What we build with: PythonClaudeGPTDifyLangfuse

Who it’s for

When you need this

Lots of incoming messages

Support and sales answer the same questions about rules and prices over and over.

A large document base

You need to search contracts, manuals and correspondence and see the link to the source right away.

Routine work done by hand

Staff prepare reports, fill in CRM records and write draft replies by hand.

Not your case?

Describe your task, and we’ll tell you whether this service fits or you need another one.

Ask

How the work goes

Four stages, up to 5 weeks

Data and scenario

1 week

We choose what to hand to AI: answers based on your internal rules, sorting incoming email and messages, or drafts for the CRM. We collect the documents and data for it.

Prototype on your data

1 week

We build a prototype on your documents: staff ask questions in plain language and get answers with a link to the document.

Integration and logs

1–2 weeks

AI sorts email and messages, creates deals or tasks and passes them to the person responsible. A staff member checks the result and sends it.

Quality and cost control

1 week

We calculate the cost of requests, set a spending limit and set up failure alerts.

The scale is in weeks. Timelines are approximate; the exact ones go into the work plan. Some stages can run in parallel.

Price and timeline

How much it costs

We name the exact price after reviewing the task and don’t change it unless the agreed scope changes. Paid in instalments.

Not sure which option is yours? Describe your task, and we’ll pick one and price it for free.

Result

What you get

For this service

A working module inside your system
Answers with a link to the source
Request logs and the cost of each
A spending limit and alerts in Telegram
A quality check on your own examples
Documentation and access

In every project

Source codeThe source code and access stay with you. You decide who works on the project next.
Domain and hostingRegistered in your name: the bills come to you, and you renew them.
Analytics with goalsFor a site or ads we set up goals on requests, so you can see where clients come from.
Work plan before we startWe agree on scope, price and timeline in writing before work begins. If the task changes, we first estimate the change, then do the work.

Questions

What people ask about this service

Which models do you use?

We use Claude and GPT through the API. Open models can run on your own server. We choose the model by task and by request cost.

Will my data leave the company?

We send the model provider only the query text and the document fragments found, not the whole database. For sensitive data we can deploy an open model on your server.