How Magnus Works
From high-level logic to low-level execution. Discover the system that turns unpredictable LLMs into reliable agents.
Phase 1: The Lifecycle
The Execution Runtime
How it Works
Controlled execution in four simple steps.
Agent Reasoning
- Extraction: the LLM turns the message into structured data
- Decision rules: a deterministic engine picks the next step
- Tools: executes actions on your systems (APIs, Jira, SAP, MCP)
- Narration: the LLM writes the reply from the result
Phase 2: The Architecture
System Design & Components
How Magnus Runs Agents
Every request becomes an agent execution loop: decide → act → observe → repeat.
Runtime Capabilities
Native agent execution. Everything you need to scale agent-driven operations.
True Multi-tenancy
Data, keys and agents isolated per organization.
Execution Gateway
Automatic failover between OpenAI and Google Gemini. On paid plans, bring your own provider key.
Decision Engine
Deterministic engine that operates within defined rules and coordinates cross-system actions.
Knowledge & Context
Shared knowledge injection from your private systems. Exact citations and state-aware retrieval.
Persistent State
Conversation state kept on the server: each end user's conversation continues where it left off.
System Actions
Ready connectors for Jira and SAP (read-only), plus your own APIs and MCP servers.
Outcome Engine
Transforms agent reasoning into structured execution over real systems.
Human Loop
Smart handoff to human operators when the agent detects ambiguity — maintaining full state context.
Full Observability
Per-turn traces and token usage. Every agent decision is auditable.
What Magnus API is
Infrastructure to operate AI, not another LLM wrapper.
What it IS
- A decision engine at its core
- A centralized LLM Gateway
- A policy and security engine
- A memory and context layer (RAG)
What it is NOT
- A generic 'no-code' chatbot
- A simple OpenAI wrapper
- An isolated vector database
- A UI design tool
Stop experimenting with AI. Start executing with control.
Build reliable agents today.