Multi-Model Platform Builders

Unify your AI stack with a single command center for cross-provider billing, unified governance, and model-agnostic cost control.

How Aden Works

Stop babysitting brittle agents.
Build a swarm that actually scales
without nuking your budget

Dependency Graph Mapping

Use the "Queen" agent to audit your logic before deployment. Identify redundant reasoning loops and unoptimized tool-calls that drain your budget before they hit production.

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Dependency Graph Mapping

Service Discovery & Network Topology

Network Topology
API Gateway
Research AgentLoop Detected
GPT-4 Turbo

Node-Level Attribution

Stop guessing which agent is burning your budget. Because Hive uses SDK-wrapped nodes, every LLM interaction is attributed to a specific task and goal. Track the ROI of your self-evolving agents with penny-perfect precision across 100+ providers.

Autonomous Guardrails

Set granular budgets at the node level. If an agent enters an infinite reasoning loop, Hive's real-time observability triggers a <1ms loop-kill, ensuring one rogue agent doesn't nuke your entire month's budget.

Production-Ready Pipeline

Secure your agentic pipeline with automated spend governance, credential management, and human-in-the-loop nodes that pause execution before high-cost actions.

The Growth Engine

Deploy complex, self-healing agent swarms in hours, not weeks. By eliminating cost uncertainty and hardcoded workflow fragility, Aden Hive transforms your AI innovation from a risky experiment into a predictable, high-margin engine for growth.

Proven by ROI

The "Single Pane of Glass" Angle

The Unified Spend Subledger

View your total AI COGS in a single, normalized currency. Aden automatically converts different provider pricing tiers into a unified ledger for easy reporting and financial planning.

Multi-Cloud Usage Tracking

Track consumption across AWS, Azure, and GCP clusters alongside your third-party API usage. Gain a holistic view of your infrastructure costs from the chip level to the prompt level.

Model Reliability Monitoring

Monitor the health and latency of every model in your stack. Identify when a specific provider is slowing down and use Aden’s insights to trigger automated fallbacks to more reliable models.

Global Rate-Limit Orchestration

Manage rate limits across multiple providers to prevent service interruptions. Aden helps you load-balance your requests based on available budget and provider capacity.

Module

Agentic Modules, Unified by AI

Specialized AI modules that work autonomously yet operate as one intelligent system.

The Commercialization Engine for AI Agents

The complete infrastructure to monetize, audit, and scale your AI agent business. Turn your technology into a sellable product.