Prevent infinite loop meltdowns and protect your margins with real-time, autonomous spend guardrails for high-volume agent fleets.
Deploy autonomous agent fleets with total confidence. Prevent recursive loop meltdowns and un-budgeted token spikes with real-time, circuit-breaker logic that protects your margins without adding a millisecond of latency.
Eliminate Recursive Loop Spikes
Stop the "infinite thought" bug before it drains your bank account. Aden detects anomalous token velocity in milliseconds and triggers automated kill-switches to halt agents stuck in reasoning loops.

Real-Time Token Attribution
Mapping shared API keys to specific customer IDs is a nightmare. Automatically attribute every prompt, completion, and cached token to the exact user or agent instance that generated it.

Protect Unit Economics & Margins
Stop losing money on power users. Set granular budget guardrails per workspace or API key, ensuring your high-volume automation stays profitable regardless of model volatility.

Intelligent Model Fallbacks
Don't let a $0.03/1k token model run a basic classification task. Automatically downgrade non-critical agent steps to lower-cost models when budget thresholds are reached.

Go Live with Governance
Launch your most ambitious autonomous features confidently. Ship to production knowing you have a centralized command center monitoring every dollar, agent, and API call in real-time.


Autonomous agents can get stuck in high-cost reasoning loops that drain thousands of dollars in minutes. Aden monitors token velocity in real-time, instantly triggering autonomous kill-switches or model downgrades the moment an anomaly is detected to protect your bottom line.
Stop guessing your AI margins. Aden provides a real-time subledger that attributes every API call to the exact Customer ID or Agent Instance that generated it. Gain total clarity on which features are profitable and which users are driving margin compression.
Move beyond simple "alerts" that arrive too late. Set granular spend policies that automatically throttle or halt agentic processes before they exceed allocated budgets. Ensure your high-volume automation scales profitably with hard financial guardrails baked into your infrastructure.

Provide auditors and stakeholders with a tamper-proof evidence chain of exactly what data was processed, under what budget, and by which specific agent version. Aden transforms ephemeral LLM logs into an audit-ready system of record for SOC2 and regulatory compliance.
Specialized AI modules that work autonomously yet operate as one intelligent system.
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Get the Financial Circuit Breaker integrated into your AI stack immediately. No procurement nightmares.