We design and build software end to end — the interface, the architecture and the hard parts underneath. The work that follows spans LLM fine-tuning, trade classification, gene-expression analysis, a native data workbench and a social archive.

AI agents bring the speed; specs, tests and hard gates decide what ships. If we claim it, there’s a receipt.