Product Introduction
- Overview: Credyt is a specialized financial infrastructure platform designed for the generative AI economy, providing real-time monetization and billing orchestration for LLM-powered applications.
- Value: It eliminates the 'negative margin' risk in AI SaaS by aligning infrastructure costs (tokens/API calls) directly with customer revenue through real-time metering and enforcement.
Main Features
- Real-Time Cost Streaming: Credyt provides granular visibility into every API call, tracking specific models like GPT-4, Claude, and Gemini to calculate exact P&L for every interaction.
- Spend Control & Enforcement: Unlike reactive billing, Credyt features a pre-authorization layer that checks customer balances or budget ceilings before an AI request is processed, preventing runaway compute costs.
- Multi-Model Billing Engine: A flexible dashboard that supports diverse monetization strategies including token-based pricing, per-request fees, credit systems, and hybrid subscription models without requiring frontend engineering.
Problems Solved
- Challenge: Unpredictable AI compute costs leading to scaling losses and 'accidental financing' of user consumption.
- Audience: AI startups, SaaS companies integrating LLMs, and enterprise platform engineering teams.
- Scenario: A developer scaling a GPT-4 powered tool who needs to ensure a high-volume user doesn't exceed their prepaid credit limit or generate a bill that exceeds their subscription tier cost.
Unique Advantages
- Vs Competitors: Most billing platforms are reactive; Credyt is built on a fintech-first stack (with founders from Visa and Checkout.com) that focuses on real-time authorization and ledger accuracy.
- Innovation: The platform integrates directly into the inference flow to provide immediate cost attribution, allowing companies to see profitability per customer in real time.
Frequently Asked Questions (FAQ)
- How do I monetize an AI application effectively? Use Credyt to implement usage-based billing that tracks tokens or API calls in real-time, ensuring your pricing models always exceed your underlying compute costs.
- Can I set spending limits on AI API usage? Yes, Credyt allows you to enforce hard budget ceilings and credit balances per customer or team, blocking unauthorized requests before they incur costs.
- Which AI models does Credyt support for cost tracking? Credyt is model-agnostic and can stream cost data from any provider, including OpenAI, Anthropic, Google Gemini, and custom internal deployments.