Overview

Tilde Research builds full-stack interpretability solutions for AI and machine learning, including interpreter models and control technology to optimize how elicited features are orchestrated in inference pipelines with human guidance. It combines general interpreter models with control mechanisms to steer feature flow during inference and integrate with existing AI stacks for human-in-the-loop evaluation and post-training adjustments. Unlike approaches that focus only on explanations, it emphasizes deployment-time control and orchestration to keep AI aligned with human expertise. Its goal is to help organizations deploy AI that can handle complex tasks safely and with clearer alignment to human input.