You approved the AI budget. Where did it go?
The system of record for AI spending.

Connects with your existing stack
AI spend is now your fastest-growing
uncontrolled cost center.
Your organization knows what it spends on people, infrastructure, and software. Bounded, auditable, predictable costs. AI is none of those things. It is not a license. It is not a headcount line. It is consumption and grows with every workflow your team automates.
No Attribution
AI spending has no system of record. You cannot allocate it by team, project, or outcome the way you would any other operating expense.
No Visibility
Budgets are approved. Invoices arrive. What happened in between is largely invisible and driven by time saved not ROI.
No Governance
Without controls and reporting, AI spending cannot be forecasted, optimized, or justified at the executive level.
From deployment to insight in five minutes.
Connect Your AI
Connect existing AI tools, APIs, and workflows in minutes. No rip-and-replace required. OBERHAHN sits alongside your stack and starts capturing data from day one.
Measure Every Spend
Attribute every API call, model cost, and consumption to the team, product, or workflow that generated it. See what each decision actually costs, including retries, failures, and idle agents.
Optimize Cost. Maximize Returns.
Forecast future spend, identify inefficiencies, and shift resources toward the workflows generating the highest business return. Turn AI cost from a mystery into a managed competitive advantage.
Track your AI spend the way you track everything else.
See the cost, the output, and the ROI. Across every model, every team, every decision.
Know Before You Overspend
Define AI spending limits by team, product, or initiative. Alerts fire before budgets breach, giving leadership time to act, not react.
Connect Cost to Outcome
Every model call connected to the business decision that made it. See what each feature, agent, or workflow costs, including failures.
See What's Coming
Forward-looking forecasts based on real consumption. Know where AI spend is heading before it arrives in an invoice.
One Ledger, Every Provider
One view across OpenAI, Anthropic, Gemini, and proprietary models. Compare cost-per-outcome across vendors. Stop overpaying.
See exactly where your intelligence capital is deployed.
Real-time dashboards for every division, model, and decision. Built to be useful.
OVERVIEW
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The organizations that succeed with AI will not be those that spend the most. They will be those that understand where AI creates value and manage it accordingly.