Prompt-Router: How AI Helps LLMs Behind the Scenes

One of the largest hurdles to consuming off-the-shelf, foundational GenAI chat interfaces from LLM providers is the high cost of licensing and infrastructure. To help our clients overcome this challenge, we’ve built our own proprietary solution that minimizes costs and reduces infrastructure overhead, making it easier for clients to implement GenAI chat interfaces.

What is PromptRouter and What Does It Do?

PromptRouter is a system we developed to analyzes the complexity of each AI request and route simpler requests to more affordable, appropriate AI models. Instead of sending every request to one model, it analyzes the input and decides where it should go for the best, most cost-effective response. We don’t stop there. PromptRouter also ensures AI is being used responsibly, adhering to your company’s guidelines, while reducing overall infrastructure costs and improving efficiency.
Not all AI requests are complicated or require the most advanced AI models to deliver effective answers. Instead of sending all requests to the most expensive model, PromptRouter analyzes each request's complexity, delivering precise answers while cutting costs. It also provides a security framework to ensure the AI is used responsibly and within corporate guidelines. This solution greatly reduces the cost of running GenAI LLM costs and boosts efficiency.

How Does PromptRouter Work?

To address security, compliance, and governance concerns, many organizations are already building “prompt interception” infrastructure into their LLM deployments. PromptRouter goes even futher, applying additional intelligence to assess the context and complexity of the prompt. This enables both AI governance processes, as well as the “routing” intelligence to utilize only the LLM resources necessary for a consistent experience.

Related Case Studies

Related Articles