Scale your AI strategy securely with Sensedia AI Gateway, centralizing financial governance and delivering the visibility and control you need to ensure the ROI of your initiatives.
Take full control of your AI costs with Sensedia AI Gateway, with the visibility, governance, and intelligence to scale efficiently.
Consolidate consumption across multiple LLM providers in real time by integrating standard and custom price tables, so you know the exact cost of every token flowing behind your applications.
Token consumption
Set custom budgets by area or project and avoid surprises. Continuously monitor financial behavior, blocking infinite AI agent loops and abusive requests before they compromise your budget.
Policies and limits
Ensure full accountability across your GenAI initiatives. Allocate costs with surgical precision, splitting token spend by user, department, or autonomous agent, so you can transparently measure the real ROI of each area.
Cost by area
Real customer stories of companies scaling AI with more control, governance, and predictability.
“Governing AI without an AI Gateway would be extremely challenging. All authentication, telemetry, and security policies related to the use of OpenCode run through Sensedia’s solution.”
each with its own pricing table, performance, and characteristics.
that can make chained calls and multiply consumption.
each consuming AI in different ways.
such as OpenAI and Anthropic, with distinct commercial policies.
with different budgets, priorities, and responsibilities.
From data to decision: complete visibility to optimize your AI investments.
of consumption, consolidated and granular.
of the cost of each call, route, and model.
of spending with budgets and limits.
of costs to cost centers and agents.
based on reliable data.
It is the discipline of financial management applied to the AI lifecycle and execution, providing visibility, control, and optimization of model spending—such as tokens consumed, calls made, tools triggered, and agents in operation—turning loosely controlled and monitored costs into governed resources.
AI FinOps controls AI costs by measuring spend where it happens: in every call to a model. With token consumption attributed by application, team, and provider, companies can see where costs are growing, apply usage limits, and route each request to the most suitable model. That way, they avoid paying for capacity they don’t need.
AI FinOps supports AI ROI because it links every cost to an outcome. When consumption is attributed to products, areas, and use cases, you can compare what each initiative spends with the value it delivers, prioritize what generates returns, and shut down what doesn’t. AI decisions stop being estimates and start relying on real usage data.
An AI Gateway is the layer between applications, AI agents, and large language model (LLM) providers. It centralizes access to models, applies security, authentication, usage-limit, and routing policies, and records the consumption of every call. In practice, it does for AI traffic what an API Gateway does for APIs: it governs, protects, and measures.
Sensedia AI Gateway places AI costs on the same control plane that already governs your APIs. It centralizes access to multiple LLM providers, applies policies such as rate limiting, measures the consumption of every call, and exposes governed APIs as MCP Servers for AI agents, with the same access identity. AI security, governance, and costs fall under a single management layer.
Without AI FinOps, AI spending grows without anyone knowing where. Provider invoices arrive consolidated, with no breakdown by team or product. Expensive models are used for simple tasks, and there are no limits to contain consumption spikes. The result is blown budgets, difficulty proving returns, and AI projects halted because of cost rather than lack of value.
Talk to our experts and discover how Sensedia AI Gateway can enable FinOps in your company.
