Unified Billing · Dynamic Routing · Real-Time Cost Intelligence
Building production AI applications creates severe financial and operational friction.
Managing 6+ separate credit cards, vendor accounts, and invoices across OpenAI, Anthropic, and Cohere.
Thousands of dollars locked in unused, siloed pre-paid credit balances across model providers.
Lack of real-time monitoring for prompt token velocity, context windows, and feature-level costs.
Overpaying for high-parameter models on basic tasks due to hardcoded, rigid API configurations.
A unified management layer added to your workload with under 5ms latency overhead.
Consolidate model spending into a single wallet balance. Eliminate siloed vendor accounts and pre-paid lock-in.
Automatically route prompts based on complexity, speed, latency, and cost optimization.
Track cost attribution down to specific prompts, features, and engineering teams with dynamic budget caps.
The essential financial operating layer for AI inference and tokens.
| Category | Players | Model Agnostic | Request Proxying | Unified Wallet |
|---|---|---|---|---|
| Model Platforms | OpenAI, Anthropic | Lock-in | No | Siloed |
| AI Gateways | LiteLLM, Portkey | Yes | Yes | Limited |
| Observability | LangSmith, Helicone | Yes | No | No |
| Credlier | Financial OS | Yes | Smart Routing | Full Layer |
Multi-tiered revenue model capturing value across usage, subscriptions, and enterprise controls.
Micro-spread margin on aggregated compute purchases, credit routing, and cross-provider balance liquidity.
Tiered monthly plans for engineering teams seeking advanced prompt analytics, alerts, and custom routing rules.
Premium fees for hard budget caps, compliance modules, audit trails, and dedicated VPC deployments.
Usage-based infrastructure licensing for high-volume enterprise request proxying.
We're raising strategic Seed capital to accelerate engineering and provider integration.
hello@credlier.com · San Francisco, CA
Credlier Inc. · Delaware C Corporation