Results in numbers

What an AI employee saves

E-commerce$54 684saved a year Medical clinic$49 997saved a year Real estate$140 616saved a year Online school$54 684saved a year Internal helpdesk$89 057saved a year Realtor$1 440protected income/yr

Model estimates on transparent assumptions — see the calculator.

Case studies

How AiHummer pays for itself

Typical industry scenarios — not real named clients. Every figure reproduces from the calculator assumptions.

E-commerce

Online store, ~300 requests a day

Before

Two operators are swamped at peak and offline at night — order status, delivery and returns pile up.

After

An AI employee closes ~65% of routine requests in Telegram and MAX around the clock, escalating only edge cases.

$54 684Saving/yr

13 daysPayback

65%Automated

How it works: Telegram + MAX channels, a support agent, knowledge-base RAG, an order-status plugin.

Model: −1 operator FTE (₽55,000/mo), full cost ×1.302. 24/7 cover is on top of the saving.

Calculate for yourself →

Medical clinic

Clinic: receptionists can’t keep up

Before

Calls and messages get lost, bookings slip, patients leave for competitors.

After

An AI receptionist handles booking, rescheduling, reminders and visit prep in messengers 24/7.

$49 997Saving/yr

5 daysPayback

60%Automated

How it works: Telegram/WhatsApp channels, a receptionist agent, schedule integration, reminders.

Model: −1 receptionist FTE (₽52,000/mo). Market anchor: up to ~70% of bookings via messenger.

Calculate for yourself →

Real estate

Developer: leads arrive at night and on weekends

Before

Site, Avito and Telegram leads wait until morning — up to 40% arrive off-hours.

After

An AI employee qualifies a lead in a minute at any hour, books a viewing and hands the manager a warm contact.

$140 616Saving/yr

5 daysPayback

45%Automated

How it works: Site widget / Avito / Telegram channels, a qualification agent, calendar booking, a CRM plugin.

Model: −1.2 sales FTE (₽90,000/mo). Reply ≤1h → ~7× higher qualification odds (HBR).

Calculate for yourself →

Online school

Online school: student questions drown in chats

Before

Tutors spend the day on routine questions about the syllabus, access and instalments.

After

An AI curator handles ~60% of questions and helps sell courses, freeing tutors to teach.

$54 684Saving/yr

5 daysPayback

60%Automated

How it works: Telegram/web channels, a curator agent, syllabus RAG, a payments/access plugin.

Model: −1 tutor FTE (₽55,000/mo). Anchor: “1 AI assistant per 10 tutors” (BotHelp).

Calculate for yourself →

Internal helpdesk

B2B company: first-line IT/HR in Bitrix24

Before

IT and HR specialists drown in repetitive tickets: access, how-tos, statuses.

After

A first-line AI employee in Bitrix24 answers staff instantly and files tickets itself.

$89 057Saving/yr

8 daysPayback

55%Automated

How it works: Bitrix24 channel, a helpdesk agent, policy RAG, a ticketing plugin.

Model: −1.5 specialist FTE (₽60,000/mo). Anchor: “up to ₽5M/yr per 10 staff” (AutoFAQ).

Calculate for yourself →

For one person

Realtor

Realtor: listing enquiries 24/7

Before

Listing calls and messages arrive at night and in busy hours — 17–21% are missed.

After

A personal AI assistant answers on Avito and Telegram, qualifies and books viewings to the calendar.

$1 440Protected/yr

answered in seconds, the lead stays warm

Model: ₽50,000/mo ads at ₽2,000/lead = 25 leads; ~20% lost off-hours ≈ 5 leads/mo. Deal commission ₽100–300k — one saved deal pays back a year of licence many times over.

Calculate for yourself →

Private tutor

Private tutor / expert

Before

Requests come in the evening, some are lost, and messaging eats teaching time.

After

An AI assistant takes requests, manages the schedule, reminds students and answers routine questions.

$6 720Protected/yr

no request lost, instant reply

Model: ~3–4 of ~20 monthly requests lost to evening silence × 8 lessons × ₽1,500 ≈ ~₽42,000/mo protected income.

Calculate for yourself →

Avito seller

Seller on Avito / Telegram

Before

“Still available?” arrives any time; a slow reply loses the buyer to the next seller and drops your ranking.

After

An AI employee replies in seconds any time, closes the deal and calls a human for edge cases.

Free startCommunity

answered in seconds, 24/7

Avito recommends replying within 10–12 min, response time is public on your card, misses lower your ranking. Free start on Community.

Calculate for yourself →

Industries

Who buys AI employees

90% of bank deployments are on-premises

Customer support and requests in messengers
Product/status answers with no PII leakage
Data stays in your perimeter

Fixed price

Why a flat licence beats per-dialog pricing

Cloud bots charge per dialog, per resolution or per token — your bill grows with your traffic. AiHummer is a flat licence: load grows, the bill does not.

Load grows — the bill does not

Your data, your hardware

Self-hosted, no telemetry

Data never leaves your server — conversations, credentials and knowledge stay in your perimeter.
152-FZ: since 01.07.2025 primary PII collection must be in Russia; repeat-breach turnover fines of 1–3% of revenue, up to ₽500M.
90% of bank deployments are on-premises. No telemetry, no back-channel to the vendor.

ROI calculator

Estimate your saving

Requests per dayMonthly salary, $

Saving ≈—/yr

Full calculation →

Система	Навъ	Маҳсулоти тайёри self-host	Веб-админка (no-code)	Бисёрхоҷагӣ + RLS	Enterprise SSO (SAML/LDAP/SCIM)	RBAC + аудит	Каналҳо: кормандон + мизоҷон	Овоз / телефония	Хотираи дарозмуддат	RAG / базаи дониш	Маркетплейси плагинҳо	Vault-и дастрасиҳо + аппрувалҳо	Бе Docker (host-native)
AiHummer	Маҳсулот-платформа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа
ZeroClaw	Агент-рантайм	Ҳа	Ҳа	Не	Не	Не	Ҳа	Не	Ҳа	Ҳа	Ҳа	Қисман	Не
Hermes Agent	Агент-рантайм	Қисман	Қисман	Не	Не	Не	Қисман	Не	Ҳа	Қисман	Не	Не	Қисман
PicoClaw	Агент-рантайм (lightweight)	Қисман	Не	Не	Не	Не	Қисман	Не	Қисман	Не	Не	Не	Ҳа
NanoBot	Агент-рантайм	Қисман	Қисман	Не	Не	Не	Қисман	Не	Ҳа	Қисман	Не	Не	Қисман
Moltis	Агент-рантайм	Ҳа	Ҳа	Не	Не	Не	Ҳа	Не	Ҳа	Ҳа	Қисман	Не	Не
OpenHands	Coding-агент	Ҳа	Ҳа	Не	Не	Не	Не	Не	Ҳа	Ҳа	Қисман	Қисман	Не
Aider	Coding-агент (CLI)	Қисман	Не	Не	Не	Не	Не	Не	Ҳа	Ҳа	Не	Не	Ҳа
Cline	Coding-агент (IDE)	Ҳа	Ҳа	Не	Не	Не	Не	Не	Ҳа	Ҳа	Ҳа	Қисман	Ҳа
Continue	Coding-агент (IDE)	Ҳа	Ҳа	Не	Не	Не	Не	Не	Ҳа	Ҳа	Ҳа	Не	Ҳа
Goose	Coding-агент	Ҳа	Қисман	Не	Не	Не	Не	Не	Ҳа	Ҳа	Ҳа	Қисман	Ҳа
LangGraph	Фреймворк / SDK	Не	Ҳа	Не	Не	Не	Не	Не	Ҳа	Ҳа	Қисман	Қисман	Ҳа
CrewAI	Фреймворк / SDK	Не	Қисман	Не	Не	Не	Не	Не	Ҳа	Ҳа	Ҳа	Не	Ҳа
AutoGen	Фреймворк / SDK	Не	Ҳа	Не	Не	Не	Не	Не	Ҳа	Ҳа	Қисман	Не	Ҳа
Google ADK	Фреймворк / SDK	Не	Қисман	Не	Не	Не	Не	Не	Ҳа	Ҳа	Не	Не	Ҳа
OpenAI Agents SDK	Фреймворк / SDK	Не	Не	Не	Не	Не	Не	Қисман	Ҳа	Ҳа	Не	Не	Ҳа
Smolagents	Фреймворк / SDK	Не	Не	Не	Не	Не	Не	Не	Қисман	Ҳа	Не	Не	Ҳа
Semantic Kernel	Фреймворк / SDK	Не	Не	Не	Не	Не	Не	Не	Ҳа	Ҳа	Қисман	Не	Ҳа
Mastra	Фреймворк / SDK (TS)	Не	Ҳа	Не	Не	Не	Не	Қисман	Ҳа	Ҳа	Қисман	Не	Ҳа
Haystack	RAG-фреймворк	Не	Қисман	Не	Не	Не	Не	Не	Қисман	Ҳа	Ҳа	Не	Ҳа
LlamaIndex	RAG-фреймворк	Не	Қисман	Не	Не	Не	Не	Не	Ҳа	Ҳа	Ҳа	Не	Ҳа
Dify	Маҳсулоти self-host (наздиктарин)	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Ҳа	Не	Ҳа	Ҳа	Ҳа	Қисман	Не

Платформаи кормандони ИИ барои бизнес — дар абр ё дар таҷҳизоти шумо, бе вобастагӣ ба вендор

Дар дохили платформа чӣ ҳаст

Бисёрагентҳо

Каналҳо

Хотира

Дониш · RAG

Маркетплейс

Дастрасиҳо · vault

Овоз

Назорат

API

Эътимоднокӣ

Чӣ тавр кор мекунад

Агентҳои шумо дар куҷо зиндагӣ мекунанд

Telegram

MAX

Bitrix24

SIP-телефония

Веб-виджет

Мизоҷи мобилӣ

Generic webhook

Ва каналҳои дигарба зудӣ

Амният ҳамчун ядро, на «баъдтар»

Бе вобастагӣ ба вендор барои моделҳои пулакӣ

Ройгон / локалӣ

Калиди худ

Ҳар провайдер

Einstein — хотираи худӣ, ки аз ҳар муколама меомӯзад

Плагинҳо — се сатҳ

Хидматҳо: каналҳо ва овоз

In-process скиллҳо

Манбаъҳои zero-code

Einstein

SIP Voice

Pocket Agent

Bitrix24

iOS / Mobile

Плагини худро нашр кунед

Хусусӣ — барои худ

Оммавӣ — барои ҳама

Як install.sh — ва шумо дар продакшн ҳастед

AiHummer дар куҷо, дигарон дар куҷо

Чаро ширкатҳо AiHummer-ро интихоб мекунанд

Маълумот ва назорат — назди шумо

Бе вобастагӣ ба вендор ва пардохт барои токенҳо

Як маҳсулот ба ҷои боғи ваҳшии SaaS

Оғоз дар чанд дақиқа, бе Docker

Тайёрӣ ба enterprise

Барои бозори РФ сохта шудааст

What an AI employee saves

How AiHummer pays for itself

Online store, ~300 requests a day

Clinic: receptionists can’t keep up

Developer: leads arrive at night and on weekends

Online school: student questions drown in chats

B2B company: first-line IT/HR in Bitrix24

Realtor: listing enquiries 24/7

Private tutor / expert

Seller on Avito / Telegram

Who buys AI employees

Why a flat licence beats per-dialog pricing

Self-hosted, no telemetry

Estimate your saving

Bring a friend — get +10 days

From the AiHummer blog

Привет! Я Hum — маскот AiHummer, тот самый лисёнок в фирменном ошейнике 🦊

Арзиши шаффоф

Community

Старт

Business

Enterprise

Дастаи AiHummer ва рӯбоҳчаи Hum

Кормандони ИИ-ро дар чанд дақиқа ҷойгир кунед

Як `install.sh` — ва шумо дар продакшн ҳастед