The Vertical AI Wrapper

Stop subsidizing your power users with real-time, per-customer unit economics and automated margin protection.

Technology

The Subscription Subsidy Trap

When you sell AI features at a fixed price, your highest-usage customers become your least profitable. Aden eliminates the guesswork by mapping every LLM dollar directly to customer revenue, ensuring your AI "wrappers" remain high-margin products as you scale.

Per-Customer COGS Tracking

Instantly see exactly how much each customer is costing you in API spend. Stop waiting for the end-of-month bill to find out a single user ate your entire subscription margin.

Margin-Safe Rate Limiting

Automatically throttle or adjust model tiers for specific users when their real-time cost-to-revenue ratio hits a danger zone, protecting your gross margins autonomously.

Feature-Level Profitability

Identify which AI tools—like "Smart Search" vs. "Auto-Draft"—are your biggest margin drainers. Optimize your model selection based on actual financial performance data.

Enterprise Cost Transparency

Give your Sales and Finance teams the data they need to price enterprise contracts accurately based on historical usage patterns of similar customers.

Zero-Friction SDK Integration

Stop worrying about architectural overhead. Aden integrates via a lightweight, 3-line SDK wrapper that secures your margins without adding latency or requiring complex proxy redirects. Keep your existing model providers while gaining instant financial visibility.

Proven by ROI

The "Profitability" Angle

Real-Time Customer COGS Tracking

Stop waiting for your monthly API bill to find out a single power user ate your entire subscription margin. Aden provides a real-time financial dashboard that maps every LLM dollar directly to specific Customer IDs, giving you instant visibility into individual account profitability.

Margin-Safe Rate Limiting

Move beyond generic rate limits. Set intelligent spend policies that automatically throttle or adjust model tiers for specific users when their real-time cost-to-revenue ratio hits a danger zone. Protect your gross margins autonomously without impacting your average users.

Feature-Level Unit Economics

Identify which AI features—like "Deep Research" vs. "Smart Summary"—are your biggest margin drainers. Aden breaks down infrastructure costs by feature set, allowing you to optimize model selection and pricing tiers based on actual financial performance data.

Enterprise Usage Intelligence

Turn raw usage data into a strategic asset for Sales and Finance. Leverage historical consumption patterns to accurately price enterprise contracts and prevent "revenue leakage" from under-priced, high-volume accounts.

Module

Agentic Modules, Unified by AI

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

Guarantee Your Gross Margins.

Get the Financial Circuit Breaker integrated into your AI stack immediately. No procurement nightmares.