The problem isn't model capability it's the economics
The problem isn't model capability it's the economics. As AI products evolve from simple chatbots into multi-LLM, multimodal, and agent-driven systems, traditional SaaS billing breaks. Founders are currently forced to price highly variable usage with rigid models, leading to bill shock, margin erosion, and "black box" unit economics. metricAI is the financial intelligence layer for the AI era. We sit between AI providers and applications, turning raw usage data into real-time, decision-ready financial intelligence. We aren't competing with LLMs; we are building the Stripe + UPI layer that makes AI products sustainable and scalable. With a single API, teams can: Orchestrate & Monitor: Access multiple LLMs while tracking real-time latency and costs. User-Level Intelligence: See exact cost, revenue, and margin per user action. Agent-Level Intelligence: Measure ROI, performance, and profitability per autonomous workflow. Dynamic Billing: Move beyond flat fees to true, fair usage-based billing. Margin Optimization: Route queries and set pricing based on hard data, not assumptions. Our Vision Our goal is to become the Operating System for AI Finance. We believe AI should be priced by outcomes, not guesswork. By providing granular intelligence at both the user and agent levels, metricAI aligns usage with profitability in real time. Fundraising Update We are currently raising our Seed Round to accelerate our mission. Our focus is on: Onboarding our initial cohort of early-access customers. Deepening our proprietary user- and agent-level intelligence engines. Expanding settlement and optimization tools for AI-native engineering teams. Let's Build the Future of AI Economics. If you're an investor, operator, or founder building in the AI space, let's connect. Open to conversations, warm intros, and strategic partnerships.
The problem isn't model capability it's the economics
The problem isn't model capability it's the economics. As AI products evolve from simple chatbots into multi-LLM, multimodal, and agent-driven systems, traditional SaaS billing breaks. Founders are currently forced to price highly variable usage with rigid models, leading to bill shock, margin erosion, and "black box" unit economics. metricAI is the financial intelligence layer for the AI era. We sit between AI providers and applications, turning raw usage data into real-time, decision-ready financial intelligence. We aren't competing with LLMs; we are building the Stripe + UPI layer that makes AI products sustainable and scalable. With a single API, teams can: Orchestrate & Monitor: Access multiple LLMs while tracking real-time latency and costs. User-Level Intelligence: See exact cost, revenue, and margin per user action. Agent-Level Intelligence: Measure ROI, performance, and profitability per autonomous workflow. Dynamic Billing: Move beyond flat fees to true, fair usage-based billing. Margin Optimization: Route queries and set pricing based on hard data, not assumptions. Our Vision Our goal is to become the Operating System for AI Finance. We believe AI should be priced by outcomes, not guesswork. By providing granular intelligence at both the user and agent levels, metricAI aligns usage with profitability in real time. Fundraising Update We are currently raising our Seed Round to accelerate our mission. Our focus is on: Onboarding our initial cohort of early-access customers. Deepening our proprietary user- and agent-level intelligence engines. Expanding settlement and optimization tools for AI-native engineering teams. Let's Build the Future of AI Economics. If you're an investor, operator, or founder building in the AI space, let's connect. Open to conversations, warm intros, and strategic partnerships.