Bulut ýa-da self-hosted · Docker-syz
v1.0.1 Wersiýalar we üýtgeşmeler

Biznes üçin emeli aň işgärleri platformasy — bulutda ýa-da siziň enjamyňyzda, üpjün ediji baglylygy bolmazdan

Köp agentli orkestrasiýa, işgärler we müşderiler üçin kanallar, uzak möhletli ýat, plugin marketplaceı we şifrlenen rugsatnamalar vault-y. Taýýar önüm-platforma — kitaphana ýa-da SDK däl; AiHummer bulutynda ýa-da öz serweriňizde self-hosted işlediň.

Gurnamak Resminamalar
Gurnama şahsy salgy arkaly geçirilýär: hasaba alnyň we ony şahsy kabinetde alyň. Şahsy kabinetde almak
orchestration elmydama onlaýn
01
Çeşmeler
Telegram · MAX · Bitrix24 · WhatsApp · SIP · web · we ş. m.
02
Marşrutlaşdyrma
@belgilemä görä akylly marşrutlaşdyrma
03
Agent
ýady, gurallary we rugsatlary bolan agent
04
Eltip bermek
jogabyň kepillendirilen eltilmegi
Bir ýeňil serwer + PostgreSQL · minutlarda ýerleşdirilýär, Docker-syz
Ýörelgeler Host-native Docker-syz Hökmany tölegli modeller bolmazdan Köp kärendeçili + SAML/LDAP/SCIM RLS Self-host-da Observability
Mümkinçilikler

Platformanyň içinde näme bar

Emeli aň işgärleri prodda işletmek üçin gerek bolan ähli zat — agentler toparyndan başlap, jogabyň kepillendirilen eltilmegine çenli. Siziň enjamyňyzda, hiç bir daşarky SaaS-syz işleýän taýýar önüm.

01

Köp agentler

Sub-agentleri bolan bütin emeli aň agentleri topary: her biriniň öz roly, häsiýeti we modeli bar, toparlarda @belgilemä görä marşrutlaşdyrma.

02

Kanallar

Telegram, Bitrix24 (içerki işgärler kanaly), SIP-telefoniýa, web-widjet, mobil müşderi, generic-webhook.

03

Ýat

Uzak möhletli ýada eýe agentler: Einstein dialoglardan möhüm faktlary çykarýar, olary syndan geçirýär we çeşmeler hem-de baglanyşyk grafy bilen saklaýar.

04

Bilimler · RAG

Öz resminamalaryňyzy we bilimler bazaňyzy ýükläň — agent çeşmeleri we sitatalary görkezip, diňe işiň özüne degişli jogap berýär.

05

Marketplace

Platformany bir basyşlyk pluginler bilen giňeldiň — host-native, awto-täzelenmeler bilen.

06

Rugsatlar · vault

Ähli rugsatlar — şifrlenen vault-da: şahsy we umumy, her ulanyjy üçin OAuth2 birikmeleri bilen.

07

Ses

STT → agentiň ädimi → TTS, diarizasiýa, terjime we sidecarlar arkaly ses klonlaşdyrma.

08

Gözegçilik

Býujetler we limitler, guardrails/moderasiýa, human-in-the-loop tassyklamalar, audit, RBAC, IP-allowlist.

09

API

AiHummer-i islendik programma OpenAI bilen utgaşýan API we webhooklar arkaly ornaşdyryň — striming, SCIM we enjam jübütlemegi bilen.

10

Ygtybarlylyk

Hiç bir jogap ýitmeýär: kepillendirilen eltilme we täzeden başlanandan soň dialoglaryň dikeldilmegi.

Arhitektura

Bu nähili işleýär

Bir ýeňil serwer we PostgreSQL — minutlarda ýerleşdirilýär, Docker-syz. Habarlar akylly marşrutlaşdyrma düşýär, ol ýerden — ýady we gurallary bolan dogry agente, taýýar jogap bolsa kepillendirilen görnüşde kanala gaýdyp gelýär.

Çeşmeler
Kanallar
Telegram · MAX
Bitrix24 · WhatsApp
SIP · web
we ş. m.
Marşrutlaşdyrma
@belgilemä görä
dogry
agente
Agent
ýat we gurallar
model · persona
ýat · rugsatlar
gurallar
Eltip bermek
kepillendirilen
kanala
jogap
Bir serwer hemmesini edýär
Bir ýeňil serwer — bu hem dolandyryş paneli, hem API, hem dialog dwigateli. Ýeke-täk hökmany baglylyk — PostgreSQL. Minutlarda ýerleşdirilýär.
Ösdügiňizçe kuwwatlary birikdiriň
Gözleg, headless-brauzer, STT/TTS, diarizasiýa, wideo, embeddingler we wektor bazasy — aýratyn host-native hyzmatlar, diňe gerek bolanyny açyň.
Kanallar

Agentleriňiz nirede ýaşaýar

Işgärleri we müşderileri eýýäm aragatnaşyk saklaýan ýerinde birikdiriň. Kanallar marketplaceden birnäçe basyşlykda gurulýar — host-native, umumy rugsatlar bilen.

Telegram

Telegram

Işgärler we müşderiler bilen aragatnaşyk üçin bot-kanal: tekst, media, belgilemeler.

MAX

MAX

Rus messenjeri MAX: işgärler we müşderiler bilen endik bolan programmada aragatnaşyk.

Bitrix24

Bitrix24

Içerki işgärler messenjeri — müşderi omnikanallygy däl. Emeli aň işgäri göni Bitrix24 portalynda jogap berýär.

SIP

SIP-telefoniýa

Islendik operator arkaly gelýän we gidýän jaňlar, jaňdan soň gysgaça mazmun.

Web

Web-widjet

Müşderiler we myhmanlar üçin saýta ornaşdyrylýan çat.

iOS

Mobil müşderi

Mobil we iş stoly programmasy: QR-kod bilen giriş, kompaniýaňyzyň firma görnüşi we logotipi.

Webhook

Generic webhook

Poçtany, cron-y we islendik öz programmalaryňyzy birikdiriň — webhook arkaly islendik gelýän hadysalary kabul ediň.

We beýleki kanallartizara

WhatsApp Discord Slack Microsoft Teams Matrix Signal Email we ş. m.

WhatsApp, Discord, Slack, Teams, Matrix, Signal, Email — ýol kartasynda, marketplacede peýda bolar.

Howpsuzlyk

Howpsuzlyk «soňra» däl-de, özen hökmünde

Maglumatlara gözegçilik we eýeçilik — siziň enjamyňyzda. Şifrlenen vault, töwekgelçilikli gurallarda tassyklama gatlaklary, prompt-injection-dan goranma we hakyky self-host-da enterprise-autentifikasiýa.

Air-gapped režim goldanylýar
Rugsatlar vault-y
AES-256 şifrlemesi, şahsy we umumy rugsatlar
RBAC + RLS
kärendeçilere görä rollar we row-level security
Tassyklama gatlaklary
töwekgelçilikli gurallarda human-in-the-loop
Prompt-injection
goranma we guardrails / moderasiýa
Audit + IP-allowlist
žurnallaşdyrma we tor çäklendirmeleri
SAML · LDAP · SCIM
self-host-da enterprise-auth + OIDC
Modeller we bahasy

Tölegli modellerde üpjün ediji baglylygy ýok

Iş konturyny — mugt we lokal modellerde. Öz üpjün edijiňizi isleseňiz — açary goýuň. Tölegli model hiç haçan hökmany däl.

DEFAULT

Mugt / lokal

Mugt we lokal modeller + Codex/ChatGPT ýazgylygy arkaly transport. Tokenleriň nol hökmany bahasy.

BYOK

Öz açaryň

Her kärendeçi öz üpjün ediji açaryny goýýar. Billing we limitler — siziň tarapyňyzda.

OPENAI-COMPAT

Islendik üpjün ediji

Anthropic, OpenAI we OpenAI API standartynyň islendik endpointi: lokal modeller, OpenRouter, Gemini OpenAI-compat.

Ýat

Einstein — her gepleşikden öwrenýän öz ýadymyz

AiHummer-iň uzak möhletli ýadynyň özboluşly arhitekturasy. Esasy gurnama girýär — gutudan çykan ýaly, lokal we daşarky tölegli hyzmatlarsyz işleýär.

Semantik we epizodik gözleg + her söhbetden faktlaryň gurluşly alynmagy
Fonda «uky»-konsolidasiýa we ambient-ýat: toplanan kontekst agentiň her jogabynda
Lokal embedder (multilingual-e5) — agentiň maglumatlary we «bilimi» serweriňizden çykmaýar
Einstein ýady barada giňişleýin
einstein · memory esasy gurnamada
01Gepleşik
02Faktlaryň alynmagy
03Ýat + «düýşler»
04Her jogapda kontekst
Marketplace

Pluginler — üç gatlak

Host-native hyzmat-kanallardan başlap, islendik OpenAPI ýa-da MCP-serweriň zero-code birikdirilişine çenli.

TIER 1

Hyzmatlar: kanallar we ses

Aýratyn repozitoriýalar, host-native, marketplaceden gurulýar, umumy rugsatlar: Telegram, Bitrix24, SIP, web-widjet, mobil müşderi.

TIER 2

In-process skiller

Şahsy integrasiýalar (Apple, Google we ş. m.) gateway içinde Go-paketleri hökmünde, şahsy rugsatlar credvault arkaly.

TIER 3

Zero-code çeşmeler

openapi — spesifikasiýanyň her operasiýasy üçin gural; mcp — islendik MCP-serweri birikdirmek. Kod ýazmazdan.

Resmi pluginler

Einstein

ýat

Uzak möhletli ýat: Markdown-korpusyny indeksleme, sitatalar bilen gözleg, embeddingler, baglanyşyk grafy, syn we audit.

Python · host-native

SIP Voice

ses

Islendik SIP-operator arkaly hakyky jaňlar: gelýän we gidýän, kyn soraglary kömekçä geçirmek, IVR üçin tonal nabor we söhbetdeşligi ýazgy etmek.

Python · baresip

Pocket Agent

Bir gezeklik tiket boýunça maşyna gysga möhletli uzakdan elýeterlilik: gidýän birikmeler, buýruklaryň allowlist-i, doly audit.

Node/TS · Rust

Bitrix24

Bitrix24 portaly içerki işgärler messenjeri hökmünde: tekst, media, belgilemeler, reaksiýalar; pull-model REST.

Node.js · stdlib

iOS / Mobile

Mobil we iş stoly çat programmasy: real-time, faýllar we puş-bildirişler, kompaniýanyň firma görnüşi.

iOS · macOS
Ähli pluginleri görmek
Öz plugining

Öz pluginiňizi çap ediň

Plugini ýeke-täk manifest.json-dan Plugin SDK kömegi bilen guruň — soňra ony iki režimiň birinde çap ediň.

Şahsy — özüň üçin

Admin paneli arkaly öz instansyňyza side-load. Gol çekilen artefakt ony hiç haçan terk etmeýär.

Açyk — hemmeler üçin

Açyk reýestre PR: awto-barlaglar we syn, soňra AiHummer garşy gol çekýär.

Nähili çap etmeli

Resmi AiHummer pluginleri Official bedji bilen bellenýär; üçünji tarap işläp düzüjileriň community-pluginleri aýratyn çeşme hökmünde birikdirilýär.

Ýerleşdirmek

Bir install.sh — we siz prodda

Host-native: relizli tarball + systemd, ähli zat /home/.aihummer astynda. Hiç hili konteýner, podman, OCI we orkestrator ýok.

Linux PostgreSQL · pgcrypto systemd
Şahsy kabinetde almak

Öz serweriňiz bolmagyny islemeýärsiňizmi? Şol bir emeli aň işgärleri AiHummer bulutynda-da elýeterli — bulut nyrhy birnäçe basyşda işe girýär.

install — bash
# şahsy salgy — my.aihummer.ru şahsy kabinetinde
$ curl -fsSL "$INSTALL_URL" | sudo bash
şu ýere açylýar /home/.aihummer
→ systemd: aihummer-gateway.service
shema migrasiýalary başlangyçda ulanyldy
serwer işe girizildi we işe taýýar
taýýar · dolandyryş panelini açyň
Deňeşdirme

AiHummer nirede, beýlekiler nirede

Taýýar önüm konstruktorlara garşy. Rantaýmlar, coding-agentler we freýmworkler — işläp düzüjiler üçin ajaýyp gurallar, ýöne bu kanallar, köp kärendeçilik we ses bilen gutydan çykan dessine ulanmaga taýýar emeli aň işgärleri platformasy däl.

AiHummer-iň beýleki agent-ulgamlar bilen 13 mümkinçilik boýunça deňeşdirilmegi. ✓ — bar, ~ — kısmen, — — ýok.
UlgamGörnüşTaýýar self-host önümWeb-admin (no-code)Köp kärendeçili + RLSEnterprise SSO (SAML/LDAP/SCIM)RBAC + auditKanallar: işgärler + müşderilerSes / telefoniýaUzak möhletli ýatRAG / bilimler bazasyPlugin marketplaceıRugsatlar vault-y + tassyklamalarDocker-syz (host-native)
AiHummerÖnüm-platformaHawaHawaHawaHawaHawaHawaHawaHawaHawaHawaHawaHawa
ZeroClawAgent-rantaýmHawaHawaÝokÝokÝokHawaÝokHawaHawaHawaBölekleýinÝok
Hermes AgentAgent-rantaýmBölekleýinBölekleýinÝokÝokÝokBölekleýinÝokHawaBölekleýinÝokÝokBölekleýin
PicoClawAgent-rantaým (lightweight)BölekleýinÝokÝokÝokÝokBölekleýinÝokBölekleýinÝokÝokÝokHawa
NanoBotAgent-rantaýmBölekleýinBölekleýinÝokÝokÝokBölekleýinÝokHawaBölekleýinÝokÝokBölekleýin
MoltisAgent-rantaýmHawaHawaÝokÝokÝokHawaÝokHawaHawaBölekleýinÝokÝok
OpenHandsCoding-agentHawaHawaÝokÝokÝokÝokÝokHawaHawaBölekleýinBölekleýinÝok
AiderCoding-agent (CLI)BölekleýinÝokÝokÝokÝokÝokÝokHawaHawaÝokÝokHawa
ClineCoding-agent (IDE)HawaHawaÝokÝokÝokÝokÝokHawaHawaHawaBölekleýinHawa
ContinueCoding-agent (IDE)HawaHawaÝokÝokÝokÝokÝokHawaHawaHawaÝokHawa
GooseCoding-agentHawaBölekleýinÝokÝokÝokÝokÝokHawaHawaHawaBölekleýinHawa
LangGraphFreýmwork / SDKÝokHawaÝokÝokÝokÝokÝokHawaHawaBölekleýinBölekleýinHawa
CrewAIFreýmwork / SDKÝokBölekleýinÝokÝokÝokÝokÝokHawaHawaHawaÝokHawa
AutoGenFreýmwork / SDKÝokHawaÝokÝokÝokÝokÝokHawaHawaBölekleýinÝokHawa
Google ADKFreýmwork / SDKÝokBölekleýinÝokÝokÝokÝokÝokHawaHawaÝokÝokHawa
OpenAI Agents SDKFreýmwork / SDKÝokÝokÝokÝokÝokÝokBölekleýinHawaHawaÝokÝokHawa
SmolagentsFreýmwork / SDKÝokÝokÝokÝokÝokÝokÝokBölekleýinHawaÝokÝokHawa
Semantic KernelFreýmwork / SDKÝokÝokÝokÝokÝokÝokÝokHawaHawaBölekleýinÝokHawa
MastraFreýmwork / SDK (TS)ÝokHawaÝokÝokÝokÝokBölekleýinHawaHawaBölekleýinÝokHawa
HaystackRAG-freýmworkÝokBölekleýinÝokÝokÝokÝokÝokBölekleýinHawaHawaÝokHawa
LlamaIndexRAG-freýmworkÝokBölekleýinÝokÝokÝokÝokÝokHawaHawaHawaÝokHawa
DifySelf-host önüm (iň ýakyn)HawaHawaHawaHawaHawaHawaÝokHawaHawaHawaBölekleýinÝok

Mümkinçilik kategoriýalary boýunça deňeşdirme: taýýar önüm başga meseleleri çözýän rantaýmlara, coding-agentlere we freýmworklere garşy.

Näme üçin AiHummer

Näme üçin kompaniýalar AiHummer-i saýlaýar

Maglumatlar we gözegçilik — sizde

Siziň enjamyňyzdaky platforma: ýazyşmalar, rugsatlar we bilimler daşa çykmaýar — 152-FZ we howpsuzlyk talaplaryny ýapýar.

Üpjün ediji baglylygy we tokenler üçin töleg bolmazdan

Mugt we lokal modeller ýa-da öz açaryň. Berkidilen lisenziýa, her habar üçin hasap bolmazdan.

SaaS zoolyk ýerine bir önüm

Kanallar, uzak möhletli ýat, RAG, ses, marketplace we admin paneli — bir platformada. Taýýar önüm, kitaphana däl.

Minutlarda işe girizmek, Docker-syz

Bir ýeňil serwer we PostgreSQL, bir buýruk bilen gurnama. Host-native, konteýner azary bolmazdan.

Enterprise-e taýýarlyk

Köp kärendeçilik, SAML/LDAP/SCIM, Row-Level Security, audit we human-in-the-loop tassyklamalar — gutydan çykan dessine.

Rus bazary üçin döredilen

MAX we Bitrix24, SIP-telefoniýa, import çalşygy we Rus programma üpjünçiliginiň reýestri — daşary ýurt platformalarynda bolmadyk zatlar.

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

Saving ≈/yr
Full calculation →
Referral program

Bring a friend — get +10 days

Share your personal link from your AiHummer account. When a friend registers through it and activates a paid subscription, you get +10 days added to any paid plan. No limit — every subscribed friend is another +10 days.

+10 days per friend
01Take your link in the portal

Your personal referral link lives in your account at my.aihummer.ru — copy it in one click.

02A friend registers & subscribes

They sign up through your link and activate any paid subscription — attribution is automatic.

03You get +10 days

+10 days are added to any of your paid plans. There is no cap on how many friends you invite.

Open your account

The reward is credited once your invited friend activates their first paid subscription.

Nyrhlar

Aýdyň bahalandyrma

Community — mugt we hemişelik. Self-hosted — habarlar üçin töleg bolmazdan berkidilen lisenziýa; bulut nyrhlary — AiHummer bulutynda taýýar serwer.

Community

Mugt

Self-host, 1 kärendeçi, 2 emeli aň işgärine çenli, esasy kanallar.

Starter

5 800 ₽-dan/aý
ýyllyk töleginde · aýlyk 6 900 ₽

Täjirçilik ulanyşy, 3 emeli aň işgärine çenli, ähli kanallar.

Business

16 600 ₽-dan/aý
ýyllyk töleginde · aýlyk 19 900 ₽

White-label, RBAC, audit, 5 emeli aň işgärine çenli.

Enterprise

Talap boýunça

Köp kärendeçili, SAML/LDAP/SCIM, RLS, audit, SLA, PÜ reýestri.

Nyrhlary görmek
Kompaniýa barada

AiHummer topary we tilki çagasy Hum

AiHummer — rus önüm topary. Biz öz enjamyňyzda gurnap ýa-da bulutda işledip bolýan emeli aň işgärleri platformasyny döredýäris: kanallar, ýat, marketplace we howpsuzlyk — konstruktorda däl, bir taýýar önümde.

Kompaniýa barada giňişleýin

Hum — biziň maskotymyz, AiHummer boýunbagly tilki çagasy. Ol sizi saýtda, programmada we resminamalarda garşylaýar — hem-de emeli aň işgäriniň çalasyn, dostlukly we hemişe ýakyn bolmalydygyny ýatladýar.

Emeli aň işgärlerini minutlarda ýerleşdiriň

AiHummer bulutynda ýa-da siziň enjamyňyzda — Docker we üpjün ediji baglylygy bolmazdan. Maglumatlar sizde galýar.

Gurnamak Resminamalar