All Projects
Past Project

AI Pay Stub Compliance Product

A product to help employees find payment discrepancies that leveraged Courier self-hosting.

We worked with a founder developing a payments tracking app that used AI to search for and discover complex payment discrepancies. Due to privacy concerns the AI had to be self-hosted. We used Gemma 3 27B for the task and it performed very well.

Self-hosted AI

We self-hosted Gemma 3 27B for analyses, data extraction, and discrepancy discovery. The reason we were able to use such a small model for this complex task is because we worked with the client to create clear guidelines and structure.

Results

The client had a powerful AI feature for a useful product that was affordable, performant, and compliant.

Tech Stack

vLLMOpenAI-CompatibleGemma 3 27BPythonComplianceCourier