
The race to integrate AI is on, but rapid adoption brings a critical challenge: spiraling model costs, silent agent consumption, and zero financial visibility.
OverC-AI bridges the gap between engineering innovation and financial guardrails. We give technology and finance leaders a single, real-time view of every dollar spent on AI models, autonomous agents, and cloud workloads. See your costs, set precise boundaries, and enforce them automatically โ so your teams can keep building fast and scaling responsibly.
What You Can’t See is Costing You
As companies deploy more chat interfaces, open-source models, and agentic AI workflows, a massive blind spot emerges. Silently and continuously, background agents consume tokens and compute resources with virtually zero financial tracking.
OverC-AI eliminates the friction between the CFO crying “AI costs are spiraling out of control!” and the VP of R&D demanding “Our competitors are all-in, we need more resources!”
Both are right. We resolve the tension by helping you See, Set, and Manage your AI economy seamlessly.
How Does It Work?
The Three Core Capabilities:
Inside the Platform
A Dynamic Dashboard Built for Total Governance
Our fully dynamic interface provides an active, 360-degree view of your companyโs entire AI playground, built to connect the needs of both business and technical stakeholders.

- The Global Overview: View Total Cost, Total Tokens, and anomalous events at a single glance. Manipulate interactive cost trends across flexible timeframes (7, 14, 30 days, or custom dates) to isolate specific metrics.
- Server-Level Auditing (EC2 Tracking): Monitor server instances and roles that don’t even use a direct API key. OverC-AI tracks native EC2 metrics to tell you precisely when an instance made a call, its consumption volume, and which models it utilized.
- Modular Workspace Tuning: Tailor the dashboard to your operational needs. Toggle features (like raw event logging) on or off natively to keep your workspace clean and focused.
- Automatic Cloud Monitoring: Select targeted deployment regions to seamlessly capture analytics from CloudWatch logs and leverage native AWS X-Ray integration to aggregate structural telemetry metadata.
FinOps Ready: Built for Every Team
- Financial Oversight: Absolute cost attribution, accurate project-level P&L reporting, margin tracking, and bulletproof budget compliance.
- Engineering Velocity: The freedom to innovate rapidly with built-in guardrails, using precise consumption metrics to optimize architectural design and plan feature rollouts.
- Cloud Infrastructure: Multi-region monitoring, seamless AWS CloudWatch & X-Ray data collection, and automatic resource tagging for clean internal chargebacks.
- Enterprise Governance: Zero-latency, IAM-native access control and automated identity-based risk mitigation.
Multi-Vendor Ecosystem Support
OverC-AI doesn’t just stop at AWS. Seamlessly hook up your accounts across your entire multi-cloud AI infrastructure to view custom daily trends and model-by-model metrics in a single centralized view:

Amazon Bedrock (Claude, Nova, Titan, Kiro)

Google Cloud (Vertex AI)

OpenAI

Microsoft Azure (Azure OpenAI)
