Overview
The controls that make agentic systems operable
The controls that make agentic systems operable
Waxell is a governance and observability platform for AI agents in production — nine capability areas that give teams the policies, budgets, telemetry, and enforcement controls to run autonomous systems reliably. Where other tools show you what agents did, Waxell also controls what they're allowed to do next.
FreE during beta.
WORKS WITH ANY PYTHON AGENT FRAMEWORK.
Define Limits
Policies
Define what agents are allowed to do and what requires approval. Applied centrally, so governance holds even as workflows change.
Budgets
Set hard limits on cost and usage across agents, users, and sessions. Spending becomes predictable — enforced by Waxell, not tracked in a spreadsheet.
Policies
Define what agents are allowed to do and what requires approval. Applied centrally, so governance holds even as workflows change.
Budgets
Set hard limits on cost and usage across agents, users, and sessions. Spending becomes predictable — enforced by Waxell, not tracked in a spreadsheet.
Policies
Configure logging and compliance. Every decision, every call, every cost — recorded immutably for review.
Budgets
Set hard limits on cost and usage across agents, users, and sessions. Spending becomes predictable — enforced by Waxell, not tracked in a spreadsheet.
Observe and Record
Executions
A durable record of what happened, in what order, and under which conditions. Agent behavior becomes traceable, not opaque.
Telemetry
Continuous visibility into how agent systems perform in production. Patterns, drift, and anomalies — surfaced as systems run, not only after failures occur.
Executions
A durable record of what happened, in what order, and under which conditions. Agent behavior becomes traceable, not opaque.
Telemetry
Continuous visibility into how agent systems perform in production. Patterns, drift, and anomalies — surfaced as systems run, not only after failures occur.
Executions
A durable record of what happened, in what order, and under which conditions. Agent behavior becomes traceable, not opaque.
Telemetry
Continuous visibility into how agent systems perform in production. Patterns, drift, and anomalies — surfaced as systems run, not only after failures occur.
Build and Operate
Testing
Evaluate agent behavior and governance changes in controlled environments before deployment. Unvalidated behavior stays out of live systems.
Signal & Domain
Defines how data moves between production systems and the Waxell runtime. Autonomous workflows connect to internal systems without exposing them.
Registry
Defines which agents, workflows, and tools are allowed to exist and execute. Execution structure becomes explicit and verifiable.
CLI
Observe, test, and operate agent systems directly from the command line. Act on live systems without switching tools or bypassing governance.
Agent Composer
Turns high-level intent or existing agent logic into governed, deployable agents. No rewriting required. No governance bypassed.
Testing
Evaluate agent behavior and governance changes in controlled environments before deployment. Unvalidated behavior stays out of live systems.
Registry
Defines which agents, workflows, and tools are allowed to exist and execute. Execution structure becomes explicit and verifiable.
Agent Composer
Turns high-level intent or existing agent logic into governed, deployable agents. No rewriting required. No governance bypassed.
Signal & Domain
Defines how data moves between production systems and the Waxell runtime. Autonomous workflows connect to internal systems without exposing them.
CLI
Observe, test, and operate agent systems directly from the command line. Act on live systems without switching tools or bypassing governance.
Testing
Evaluate agent behavior and governance changes in controlled environments before deployment. Unvalidated behavior stays out of live systems.
Agent Composer
Turns high-level intent or existing agent logic into governed, deployable agents. No rewriting required. No governance bypassed.
CLI
Observe, test, and operate agent systems directly from the command line. Act on live systems without switching tools or bypassing governance.
Registry
Defines which agents, workflows, and tools are allowed to exist and execute. Execution structure becomes explicit and verifiable.
Signal & Domain
Defines how data moves between production systems and the Waxell runtime. Autonomous workflows connect to internal systems without exposing them.
Ready to Start?
FreE during beta.
Works with any Python agent framework.