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Aden | Scale AI agents profitably

Aden provides real-time financial governance for AI agents in production. Aden replaces opaque API bills with precise control and serves as a drop-in SDK that enables engineering teams to track unit economics per feature, enforce hard budget caps to prevent runaway loops, and generate SOC2-ready audit logs instantly. We bridge the gap between engineering velocity and financial safety.

Authority
46 reach 5 · trust 5 · quality 21 · freshness 15
Tier
listed
llms.txt
https://adenhq.com/llms.txt
Sections
6
Links
38
Size
4770 bytes
Popularity rank
#993722
Country
United States
Categories
AI and machine learning
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-19T10:45:35.756Z
Last checked
2026-10-21T23:36:51.768Z
Badge
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T23:36:47.114Z. Cached copy · Source on adenhq.com

# Aden | Scale AI agents profitably

> Aden provides real-time financial governance for AI agents in production. Aden replaces opaque API bills with precise control and serves as a drop-in SDK that enables engineering teams to track unit economics per feature, enforce hard budget caps to prevent runaway loops, and generate SOC2-ready audit logs instantly. We bridge the gap between engineering velocity and financial safety. 

## Navigation

- [Home](/)
- [About](/)
- [Problem & Solution](/#problem-solution)
- [Why Aden](/)
- [How Aden Works](/#how-aden-works)
- [Testimonials](/#testimonials)
- [Implementation](/#implementation)
- [Pricing](/#choose-your-plan)

## Technology

- [Queen Bee](/technology/queen-bee): Stop hardcoding brittle workflows. Define your outcomes and let the Queen Bee architect, deploy, and evolve your autonomous agent swarm.
- [The Outcome-Driven Development Engine (ODD)](/technology/odd): Stop testing if your code runs - start validating if your problem is solved. Aden's ODD engine uses recursive goal-alignment to ensure your agents deliver outcomes, not just API calls.
- [Adaptive Worker Swarm](/technology/adaptive-worker-swarm): Deploy a "Hive" of agents that don't just follow scripts—they think in outcomes. Every worker is a self-adapting node capable of refactoring its own execution path to bypass obstacles that break traditional linear chains.
- [Filesystem Memory & State Layer](/technology/filesystem-memory-state-layer): Move beyond volatile context windows. Aden provides a native filesystem abstraction that treats memory as a structured, searchable, and persistent environment. Give your agents the ability to read, write, and refactor their own state across workspaces and sessions.

## Services

- [AI Cost Control (ACC)](/services/acc): Comprehensive AI cost management solution for enterprises to monitor, allocate, and optimize AI expenditures across teams and projects.
- [Unit Economic Tracking (UET)](/services/uet): Transforms raw token spend into precise feature-level COGS, providing the data-driven visibility required to prove and guarantee positive gross margins for every AI-native outcome.
- [Traceability & Audit (TA)](/services/ta): Transforms ephemeral AI logs into an immutable financial subledger. It provides the granular, audit-ready data required for internal chargebacks, regulatory compliance, and absolute accountability across your entire AI infrastructure.
- [Deployment & Infrastructure (DI)](/services/di): Delivers a high-performance, developer-first integration layer that secures your AI stack without compromising latency. Get enterprise-grade financial guardrails running in minutes with our lightweight SDKs and cloud-native architecture.

## Modules

- [The “Agentic” SaaS](/modules/agentic-saas): Prevent infinite loop meltdowns and protect your margins with real-time, autonomous spend guardrails for high-volume agent fleets.
- [The Vertical AI Wrapper](/modules/vertical-ai-wrapper): Stop subsidizing yo
…

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