AI Agents That
Execute, Not Assist
Brezel introduces AI agents as active system users — capable of planning, executing, and iterating on real tasks across tools, data, and workflows. Not chatbots. System users.
Active System Users,
Not Passive Assistants
Brezel's AI agents are not chatbots. They are designated system users with strict roles, rights, and fully autonomous workflows.
Responds to prompts on request.
Operates as a designated system user with strict permissions.
Session-based only — forgets after every conversation.
Persistent context via VectorDB and RAG pipelines.
No system-level access or permissions.
APIs, headless browsers, CLI in secure sandboxes.
Assists users — humans still do the work.
Executes full workflows autonomously end-to-end.
Built for Agentic Execution
Every layer of a Brezel agent is designed for autonomous operation — from identity to memory to real-time tool access.
Service Accounts
& Strict Scopes
Every agent operates under a dedicated service account with asymmetric key-pair authentication and strictly scoped API permissions — no broad access, no guesswork.
Context-Aware Persistent Memory
Agent knowledge is stored in VectorDB, retrieved through RAG pipelines and kept relevant inside context windows — reloaded fresh for every task.
24/7, Event-Driven & Parallel
Agents are always active, triggered by events, and can run infinitely in parallel across every workflow simultaneously.
Secure Sandboxed Tool Access
Agents have access to a full suite of tools inside isolated, secure sandboxes — operating autonomously without human intervention.
Plan. Execute. Observe. Repeat.
Agents operate in continuous cycles — planning, executing, and refining until goals are achieved. Errors don't crash the system; they trigger re-evaluation.
Self-Healing Execution
Errors during tool execution do not cause system crashes. Instead, they automatically trigger the Observe phase — agents re-evaluate, adapt, and continue.
One Interface.
The System Handles the Rest.
The user interacts through a simple ticket interface. Brezel handles everything else — routing logic, orchestrating agents, and executing workflows across all systems.
Orchestrator
Creates automatic data routes for configured agents. Plans, decomposes, and coordinates all workflows.
Agents are not chatbots — they are active system users with designated roles, strict rights, and fully independent automated workflows.