The Full-Stack AI Operations Platform

Connect 35+ LLM providers including OpenAI, Anthropic Claude, Google Gemini, Azure OpenAI, AWS Bedrock, DeepSeek, Mistral, Cohere, Groq, xAI, Ollama, and LM Studio. Support for chat completion (streaming + function calling), text embedding, and rerank. Automatic model fallback ensures uninterrupted service.

Build configurable AI assistants with model binding, system prompts with variables, memory modes, tool integration, and RAG-powered knowledge. Manage stateful chat sessions with streaming, debug mode, and granular per-user access control. Track per-assistant token usage, cost, and session statistics with daily breakdowns.

Design complex automation with a visual directed acyclic graph editor. 25+ node types: triggers (manual, webhook, cron), AI nodes (LLM chat, embedding), tool nodes (plugin, action, MCP), knowledge retrieval, logic (condition, switch, loop, merge, wait), data (HTTP, code, JSON transform), output, and sub-assistant calls.

Vector-powered knowledge management with Qdrant. Organize data into collections, records, and chunks. 8 content loaders: PDF, DOCX, XLSX, CSV, HTML, Markdown, TXT, and web URL. Let your assistants and agents answer from your proprietary data.

Built-in plugins for Bing, Google, DuckDuckGo search, web scraping, Wikipedia, GitHub, code interpreter, chart maker, weather, and more. Create custom actions with auth. Connect any MCP server (STDIO/SSE/HTTP) for automatic tool discovery and infinite extensibility.

Full-featured conversational UI with assistant selector, streaming responses, thinking visualization, multimodal input (text + images + files), artifacts (code/document/sheet/image editors), suggested actions, tool approval, and persistent chat history.

Flexible workspace management with plan-based quotas for users, assistants, collections, storage, agents, and daily rate limits. Workspace lifecycle management with expiration and suspension. Built-in secure licensing and activation system.

Role-Based Access Control with Admin, Builder, and User roles. JWT multi-session token management, AES credential encryption at rest, configurable rate limiting. Email-based flows for signup, verification, password reset, and welcome onboarding.

Complete inference logging with token usage and cost tracking per request. Per-assistant and per-workspace usage dashboards. Storage consumption monitoring. Prometheus metrics and health check endpoints for observability.

Full management console: Dashboard, Models, Playground (chat + assistant modes), Assistants, Agents (visual editor), Knowledge, Plugins/Actions/MCP, Logs, Users, API Keys, and Settings. Separate Admin panel for workspace management and activation code provisioning.

Drop-in replacement for the OpenAI SDK. Point your existing applications at PlatformHero and use any of the 35+ connected providers through a unified, standard API. Perfect for migration without code changes.

Use the fully managed SaaS to get started instantly, or deploy on-premise as your Private AI — all data and models stay on your infrastructure. Manage rollouts through the deployment manager with web UI.