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B2B · Enterprise Live

Nazorat AI

AI-powered CRM and operations platform for enterprises.

From order to dispatch —

[01] What it is

A managing AI system for the enterprise

Nazorat (Uzbek for oversight, control) is the first and foundational NEUROUZ product. It’s a managing AI system built around a team of specialized AI agents. It unifies sales, operations and control in one loop — what used to rely on people and spreadsheets. The consumer product Hammasi AI was later built on the same Nazorat architecture (ASCO_BRAIN.md).

[02] How it works

The full cycle: from order to dispatch

This is how it runs in the real deployment at ASCO Holding. A person initiates the order — Nazorat AI takes over the rest: execution, access and control.

1

Purchase request

The client submits a request: choosing the warehouse and volume.

◆ initiated by a person
2

Logged into CRM

Nazorat AI automatically records the client and the request, and opens the deal.

◆ automated by Nazorat AI
3

Plate recognition

A truck arrives at the warehouse — a smart camera reads the plate and matches it against the request.

◆ computer vision
4

Automatic access

On a match, the barrier opens automatically — with no human in the loop.

◆ automated by Nazorat AI
5

Dispatch control

Dispatch begins; AI video monitoring records and controls the process in real time.

◆ video analytics
6

Report to management

The system compiles a report; management receives weekly and monthly operations summaries.

◆ automated by Nazorat AI
[03] What it takes on

Four areas in one loop

Sales & clients (CRM)

Capturing requests and leads, logging them, running the deal and follow-ups — so deals never stall.

Operations & access

Plate recognition, automatic access control (barrier), and dispatch control on site.

AI video monitoring

Smart cameras monitor on-site processes in real time and help catch deviations.

Reporting for leadership

Automatic weekly and monthly reports — full operational transparency for management.

[04] Architecture

A team of nine AI agents

Nine specialized agents work around the central NAZORAT core, each in its own area of responsibility. Together they form a single operational system for the enterprise.

[05] Tech stack

Technology stack

FastAPI Claude API PostgreSQL Telegram Computer Vision
Computer vision

Vehicle plate recognition and dispatch video analytics across the site.

Knowledge architecture

ASCO_BRAIN.md (v2.0, 13 sections). The same BRAIN.md approach is reused in Hammasi AI.

Hosting

AIRNET.uz (Tashkent) — data residency in Uzbekistan, on servers close to the client.

Integration

FastAPI backend, agent reasoning on Claude API, data in PostgreSQL, notifications via Telegram.

[06] Case study

Deployed at ASCO Holding

Client · Uzbekistan

ASCO Holding

We deployed Nazorat AI at ASCO Holding — a major Uzbek coal holding. The system runs in production on the client’s servers and drives the full cycle: from the request and gate plate-recognition to dispatch control and reports for management.

In practice it helps catch what used to slip through and run operations more tightly — sales, access and dispatch all sit in one transparent loop.

AIRNET.uz · Tashkent Data residency: Uzbekistan Status: in production
[07] Ecosystem

Place within NEUROUZ

B2B · Live

Nazorat AI

Proved the AI-agent architecture on a real enterprise client.

same architecture
B2C · MVP

Hammasi AI

Scales the same approach to a mass audience via Telegram.

// Separate codebases. Shared only the NEUROUZ brand.

Want Nazorat AI for your enterprise?

We’ll show how the system covers sales, access, dispatch and reporting in one loop.