Treden founder · developer
AI sales automation

AI sales automation: neural networks and AI agents in your sales team

I embed AI into the sales process: an agent answers leads, qualifies them, suggests the next step to a manager and drafts proposals. Not “magic”, but concrete scenarios inside your CRM or platform.

We start with a pilot on one scenario, then scale. · Strategy session $300

Ekaterina, Katya Sistema — Notion systems and custom platform development
AI in salesagents and automations
When AI is actually needed

Sound familiar?

Leads arrive in chats and social media; a manager replies an hour later — the lead has gone cold.

Qualification takes time: half the leads are irrelevant.

Managers forget the next step and lose deals.

The owner sees the pipeline only in a month-end report.

What’s included

Scenarios, not a chatbot for a checkbox

How the work goes

A pilot in 2–4 weeks

Discovery

We look at where leads and time get lost: channels, replies, qualification.

Scenario

We pick one scenario with a measurable result and define the rules.

Pilot

We connect the agent to one channel, collect metrics and refine replies.

Scale

We add scenarios and embed them into the CRM or platform with data access.

Pricing

An estimate in hours after discovery

A pilot on one scenario is usually 20–40 hours. A full automation setup with integrations — from 60 hours. I give the exact estimate after discovery.

  • One scenario — a measurable result
  • Works inside your CRM or platform
  • Contract, receipt and time tracker
  • Team training and support
Case study

What it looks like in practice

Treden — an in-house analytics and reporting platform built from scratch
Screenshot of the Treden platform — built in-house.

Treden — an in-house platform

Treden is an analytics and reporting platform for Threads: accounts, posts, metrics, reports. The same principle as in a CRM: process and data first, interface second. The platform was built from scratch and runs in production.

  • Built from scratch: frontend, backend, database and integrations.
  • One data loop instead of scattered spreadsheets.
  • Reports and metrics collected automatically.
FAQ

Asked before a build

Will AI replace sales managers?
No. The agent takes over routine work: first response, qualification, reminders, drafts. Decisions, negotiations and money stay with people — AI speeds up the team rather than replacing it.
How much does AI sales automation cost?
A pilot on one scenario is usually 20–40 hours; a full setup with integrations starts at 60 hours. I give the exact estimate after discovery — it depends on the number of channels, integrations and data quality.
Do we need a CRM to adopt AI?
It helps: the agent needs data and conversation history. If you don’t have a CRM, we first build a minimal one in Notion/BuildIn and then connect automations.
Is it safe to share data and conversations?
We work under a contract: access is restricted and personal data is not sent to open models. We can use Russian or local models depending on your requirements.
How do we know the automation pays off?
Before the start we fix the metrics: first-response time, share of qualified leads, conversion to a deal. After the pilot we compare and decide which scenarios to scale.
The first step

Tell me about your task — I’ll come back with a plan

Fill in a couple of fields: I’ll study the task and suggest a time for a strategy session where I’ll show similar case studies and tell you how I can help.

Or reach out directly: on Telegram Email: ekaterina@treden.online