PromptRouter: Affordable GenAI LLM Scaling

One of the largest hurdles to consuming off the shelf foundational GenAI chat interfaces from LLM providers are the licensing and infrastructure cost. To help our clients overcome this challenge, we have built our own proprietary solution to manage cost and reduce infrastructure overheads for consuming off the shelf GenAI chat interfaces.

What Does PromptRouter Do?

Not all AI requests are complicated or require the most advance models to provide a good answer. So why route all requests to the most expensive model? PromptRouter automatically analyzes the request complexity, effectively answering questions, while saving money. It also provides a security framework to help make sure the AI is used responsibly within the corporate guidelines. This solution greatly reduces the cost of running GenAI LLMs, while also improving 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 builds on this concept to apply additional intelligence to assess the context and complexity of the prompt. This allows us to enable both AI governance processes as well as the “routing” intelligence to utilize only the LLM resources necessary for a consistent experience.

Future Proof Your AI Strategy

The best part of our PromptRouter solution and architecture is that it is modular. The work invested in providing an efficient user experience is not dependent on any LLM model. As GenAI solutions continue to evolve and grow, you can “swap out” better performing, or more affordable models with relative ease.

Finally Realize the ROI from Your AI Strategy

PromptRouter is just one of the many tools and best practices we use to help organizations realize the value of their AI strategy and is a great complement to our AI Agility Framework. To learn more about PromptRouter and our other AI services, contact us today!

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