AiHummer
The AI-employee platform for business — on your hardware, with no vendor lock-in
Multi-agent orchestration, channels for employees and customers, long-term memory, a plugin marketplace and an encrypted credentials vault. A finished product platform — not a library or an SDK.
curl -fsSL http://cdn.aihummer.ru:9000/cdn/install.sh | sudo bash
What's inside the platform
Everything you need to run AI employees in production — from a team of agents to guaranteed reply delivery. A finished product that runs on your hardware, with zero external SaaS.
Multi-agents
A whole team of AI agents with sub-agents: each with its own role, personality and model, with in-group routing by @mention.
Channels
Telegram, Bitrix24 (internal employee channel), SIP telephony, web widget, mobile client, generic webhook.
Memory
Agents that remember: Einstein pulls key facts from conversations, runs them through review, and keeps them with citations and a relation graph.
Knowledge · RAG
Upload your documents and knowledge base — the agent answers strictly to the point, citing its sources.
Marketplace
Extend the platform with one-click plugins — host-native, with auto-updates.
Credentials · vault
Every credential in an encrypted vault: personal and shared, with per-user OAuth2 connections.
Voice
STT → agent turn → TTS, diarization, translation and voice cloning via sidecars.
Control
Budgets and limits, guardrails/moderation, human-in-the-loop approvals, audit, RBAC, IP allowlist.
API
Embed AiHummer into any app through an OpenAI-compatible API and webhooks — with streaming, SCIM and device pairing.
Reliability
No reply ever gets lost: guaranteed delivery and conversation recovery after a restart.
How it works
One lightweight server and PostgreSQL — deploys in minutes, no Docker. Messages flow into smart routing, then to the right agent with memory and tools, and the finished reply is guaranteed back to its channel.
Bitrix24 · WhatsApp
SIP · web
etc.
agent
memory · perms
tools
to channel
Where your agents live
Reach employees and customers right where they already talk. Channels install from the marketplace in a couple of clicks — host-native, with shared credentials.
Telegram
Bot channel for talking to employees and customers: text, media, mentions.
MAX
MAX, the Russian messenger: reach employees and customers in an app they already use.
Bitrix24
Internal employee messenger — not customer omnichannel. Your AI employee replies right inside the Bitrix24 portal.
SIP telephony
Inbound and outbound calls via any carrier, post-call summary.
Web widget
Embeddable site chat for customers and visitors.
Mobile client
Native iOS and macOS app: QR-code sign-in, your company's branding and logo.
Generic webhook
Connect email, cron and any of your own apps — accept arbitrary inbound events over a webhook.
And more channels
& more
WhatsApp, Discord, Slack, Teams, Matrix, Signal, Email — and the list keeps growing.
Security as the core, not an afterthought
Control and data ownership — on your own hardware. An encrypted vault, approval gates on risky tools, prompt-injection defense and enterprise auth in true self-host.
No vendor lock-in on paid models
The working loop runs on free and local models. Want your own provider — drop in a key. A paid model is never required.
Free / local
Free and local models + transport via a Codex/ChatGPT subscription. Zero mandatory token cost.
Bring your own key
Each tenant supplies its own provider key. Billing and limits stay on your side.
Any provider
Anthropic, OpenAI and any OpenAI-API-standard endpoint: local models, OpenRouter, Gemini OpenAI-compat.
Plugins — three tiers
From host-native channel services to zero-code wiring of any OpenAPI or MCP server.
Services: channels & voice
Separate repos, host-native, installed from the marketplace, shared creds: Telegram, Bitrix24, SIP, web widget, mobile client.
In-process skills
Personal integrations (Apple, Google, etc.) as Go packages inside the gateway, personal creds via credvault.
Zero-code sources
openapi — a tool per spec operation; mcp — connect any MCP server. No integration code.
Einstein
Long-term memory: Markdown corpus indexing, cited search, embeddings, relation graph, review and audit.
Python · host-native
SIP Voice
Real calls over any SIP carrier: inbound and outbound, hand-off of hard questions to the assistant, touch-tone dialing for IVR and call recording.
Python · baresip
Pocket Agent
Short-lived remote machine access via a one-time ticket: outbound connections, command allowlist, full audit.
Node/TS · Rust
Bitrix24
Bitrix24 portal as an internal employee messenger: text, media, mentions, reactions; REST pull model.
Node.js · stdlib
iOS / Mobile
Native chat app for iOS and macOS: real-time, files and push notifications, your company's branding.
iOS · macOSPublish your own plugin
Build a plugin from a single manifest.json with the Plugin SDK — then publish it in one of two modes.
Private — for yourself
Side-load into your own instance from the admin UI. The signed artifact never leaves it.
Public — for everyone
A PR to the public registry: automated checks and review, then AiHummer counter-signs.
Official AiHummer plugins carry an Official badge; third-party community plugins connect as a separate source.
One install.sh — and you're in prod
Host-native: a release tarball + systemd, everything under /home/.aihummer. No containers, podman, OCI or orchestrators.
Where AiHummer stands
A finished product versus toolkits. Runtimes, coding agents and frameworks are great for developers, but none of them is a ready-to-run AI-employee platform with channels, multi-tenancy and voice out of the box.
| System | Type | Finished self-host product | Web admin (no-code) | Multi-tenant + RLS | Enterprise SSO (SAML/LDAP/SCIM) | RBAC + audit | Channels: staff + customers | Voice / telephony | Long-term memory | RAG / knowledge base | Plugin marketplace | Secrets vault + approvals | No Docker (host-native) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AiHummer | Product platform | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| OpenClaw | Agent runtime | ✓ | ✓ | — | — | — | ✓ | — | ✓ | ✓ | ✓ | ~ | — |
| ZeroClaw | Agent runtime | ✓ | ✓ | — | — | — | ✓ | — | ✓ | ✓ | ✓ | ~ | — |
| Hermes Agent | Agent runtime | ~ | ~ | — | — | — | ~ | — | ✓ | ~ | — | — | ~ |
| PicoClaw | Agent runtime (lightweight) | ~ | — | — | — | — | ~ | — | ~ | — | — | — | ✓ |
| NanoBot | Agent runtime | ~ | ~ | — | — | — | ~ | — | ✓ | ~ | — | — | ~ |
| Moltis | Agent runtime | ✓ | ✓ | — | — | — | ✓ | — | ✓ | ✓ | ~ | — | — |
| OpenHands | Coding agent | ✓ | ✓ | — | — | — | — | — | ✓ | ✓ | ~ | ~ | — |
| Aider | Coding agent (CLI) | ~ | — | — | — | — | — | — | ✓ | ✓ | — | — | ✓ |
| Cline | Coding agent (IDE) | ✓ | ✓ | — | — | — | — | — | ✓ | ✓ | ✓ | ~ | ✓ |
| Continue | Coding agent (IDE) | ✓ | ✓ | — | — | — | — | — | ✓ | ✓ | ✓ | — | ✓ |
| Goose | Coding agent | ✓ | ~ | — | — | — | — | — | ✓ | ✓ | ✓ | ~ | ✓ |
| LangGraph | Framework / SDK | — | ✓ | — | — | — | — | — | ✓ | ✓ | ~ | ~ | ✓ |
| CrewAI | Framework / SDK | — | ~ | — | — | — | — | — | ✓ | ✓ | ✓ | — | ✓ |
| AutoGen | Framework / SDK | — | ✓ | — | — | — | — | — | ✓ | ✓ | ~ | — | ✓ |
| Google ADK | Framework / SDK | — | ~ | — | — | — | — | — | ✓ | ✓ | — | — | ✓ |
| OpenAI Agents SDK | Framework / SDK | — | — | — | — | — | — | ~ | ✓ | ✓ | — | — | ✓ |
| Smolagents | Framework / SDK | — | — | — | — | — | — | — | ~ | ✓ | — | — | ✓ |
| Semantic Kernel | Framework / SDK | — | — | — | — | — | — | — | ✓ | ✓ | ~ | — | ✓ |
| Mastra | Framework / SDK (TS) | — | ✓ | — | — | — | — | ~ | ✓ | ✓ | ~ | — | ✓ |
| Haystack | RAG framework | — | ~ | — | — | — | — | — | ~ | ✓ | ✓ | — | ✓ |
| LlamaIndex | RAG framework | — | ~ | — | — | — | — | — | ✓ | ✓ | ✓ | — | ✓ |
| Dify | Self-host product (closest) | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ | ✓ | ~ | — |
High-level comparison by category based on public repositories; coding agents and frameworks solve different problems.
Why companies choose AiHummer
Your data, your control
Runs on your own hardware: conversations, credentials and knowledge never leave your perimeter — covering data-protection and security needs.
No vendor lock-in, no per-token bills
Free and local models or BYOK. A fixed license, not a bill for every message.
One product instead of a SaaS zoo
Channels, long-term memory, RAG, voice, marketplace and an admin UI in one platform. A finished product, not a library.
Live in minutes, no Docker
One light server plus PostgreSQL, installed with one command. Host-native, no container hassle.
Enterprise-ready
Multi-tenancy, SAML/LDAP/SCIM, Row-Level Security, audit and human-in-the-loop approvals — out of the box.
Built for the Russian market
MAX and Bitrix24, SIP telephony, import substitution and the Russian software registry — things foreign platforms lack.
Simple, predictable pricing
Community is free forever. A fixed license with no per-message billing, on your own hardware.
Community
Self-host, 1 tenant, up to 2 AI employees, core channels.
Starter
Commercial use, up to 3 AI employees, all channels.
Business
White-label, RBAC, audit, up to 5 AI employees.
Enterprise
Multi-tenant, SAML/LDAP/SCIM, RLS, audit, SLA, RU registry.