SUSHI POINT CALLS
AI call-quality analytics: transcription with diarization, criteria-based scoring, reports in Telegram.
Node.jsTypeScriptClaude AISTT / діаризація
Details →Service · AI automation
AI agents and business process automation
Not 'a chat with AI' but specific work a person used to do: parse an order, score a call, answer a customer, draft a document.
Typical situations
01
Operators take orders as free text in a messenger, then someone re-types them into the system.
02
Calls are recorded but nobody listens: manager quality is judged by gut feeling.
03
Support answers the same questions while the knowledge base sits in a PDF nobody opens.
What's included
- AI agents in Telegram, on the website or inside the CRM: take orders and requests from free text, prepare documents, answer from your knowledge base.
- Call analysis: transcription with speaker separation, scoring against your criteria, per-operator reports.
- Document and image parsing: receipts, invoices, waybills, forms → structured data in your system.
- AI assistants inside products: summaries, matching, recommendations, text generation under human control.
- Plain automation where it is enough: webhooks, integrations, schedulers, data exchange between services.
- Quality measurement: accuracy is measured on your data before launch, not promised.
How we work
- 1
We pick a process where a person does the same thing repeatedly and collect 20–50 real examples.
- 2
A prototype within a week and an accuracy measurement on those examples. Go/no-go on numbers.
- 3
Development with integration into your systems; a human reviews edge cases.
- 4
Launch, API cost monitoring, tuning based on results.
Pricing
Prototype and accuracy testfrom ₴12,000one week; credited towards the project
AI agent or assistantfrom ₴25,000integration with your systems, knowledge base
Call analysisfrom ₴35,000transcription, criteria, per-operator reports
API usageat costbilled to your account; $20–100/mo for most tasks
'From' prices are a guide: the exact quote comes after the brief, in writing, with timelines. Payment in stages; tasks and progress on our client portal.
Estimate the cost
Tick what you need to get a from–to range. Leave a contact under the estimate and we'll name the exact price after a short brief.
What to automate
Monthly volume (messages, calls, documents)
Systems to connect (CRM, Telegram, 1C, telephony…)
108
Estimated cost
Prototype and accuracy test — ₴12,000, credited to the projectincluded
AI agent₴25,000
Integrations × 1₴6,000
Knowledge base₴5,000
AI API usage (Claude, GPT) — on your account$50 – $100 / mo
Estimate₴36,000 – ₴50,500
The lower bound is the price if everything is standard; the upper bound covers complexity that only shows up after the brief. The exact price is fixed in writing before work starts.
Cases in this area
All cases →Frequently asked questions
How accurate is it?
It depends on the task, so we prototype first and measure on your examples. Structured documents — 95%+, free-text orders — 85–95% with human review of uncertain cases.
Where does our data go?
To the Claude or OpenAI API under their no-training policies, on an account registered to you. For sensitive data we can run an open model on your server.
What does AI cost per month?
For typical tasks $20–100 per month in API calls, visible in your own account. We design for paying per token, not per small talk.
How is this different from ChatGPT?
ChatGPT is a tool for a person. We build a system that pulls data from your CRM, does the work by defined rules and writes the result back — no copy-paste.
Related services
Discuss your task
Describe your task in a conversation — by voice, text or files. You get a proposal with scope, price and timeline. Or just message us on Telegram or by email.