# 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 your power users with real-time, per-customer unit economics and automated margin protection. - [Regulated AI](/modules/regulate-ai): Ship compliant AI features faster with immutable audit trails and automated governance that turns regulatory risk into a competitive advantage. - [Multi-Model Platform Builders](/modules/multi-model-platform-builders): Unify your AI stack with a single command center for cross-provider billing, unified governance, and model-agnostic cost control. ## Customer - [Professional Services](/customer/professional-services): Manage client projects, resources, and utilization in one place. - [Construction & Contracting](/customer/construction-contracting): Unify your project, field, and financial data for real-time visibility. - [Technology & Software](/customer/technology-software): Plan product roadmaps, track engineering time, and automate reporting. - [Manufacturing](/customer/manufacturing): Connect production, maintenance, and costing - automatically. - [Energy & Utilities](/customer/energy-utilities): Manage capital projects, assets, and maintenance performance. - [Healthcare](/customer/healthcare): Digitize training, compliance, and operational visibility across facilities. - [Government & Public Sector](/customer/government): Modernize projects, budgets, and workforce planning with transparency. ## Resources - [Blog](/blog) - [Case Studies](/case-studies/tc-boiler) - [Integrations](/integrations) - [Developer Tools](https://github.com/adenhq) - [Documentation](https://docs.adenhq.com) - [Business Processes](/business-processes) - [Security Program](/security) - [Intelligent Data Onboarding](/ai-form) - [Low-code Dev Platform](https://app.acho.io) - [Careers](/careers) - [Partners](/resource/partners)