TTT
Making hardware less hard
Introduction
Our vision is an AI-native validation platform that brings the speed and traceability of software CI/CD to the world of hardware engineering. By automatically linking product requirements to physical test setups, we eliminate "tribal knowledge" gaps that lead to million-dollar test escapes. We transform fragmented, manual testing workflows into a centralized "digital brain" that accelerates time-to-market for tech or tough-tech firms.
Problem
Hardware engineering currently suffers from a massive disconnect between design requirements and physical validation, often relying on "tribal knowledge" rather than structured data. Testing is a fragmented manual silo where engineers waste weeks moving raw machine logs into custom Python scripts, JMP, and eventually static PowerPoint reports. This lack of real-time traceability leads to "late catches" (critical errors detected only after production) which results in multi-week delays, high RMA costs, and significant brand damage due to shipping low-quality products.
Opportunity
Our solution is an AI-driven platform that acts as a continuous integration (CI) layer for physical hardware, instantly converting unstructured machine data into traceable, audit-ready reports. The platform automatically flags coverage gaps by comparing Product Requirement Documents (PRDs) against actual test execution, ensuring every spec is verified. By centralizing code and documentation, we reduce the time required by testing cycles, preventing recurring errors and maintain a high-velocity R&D schedule without sacrificing reliability.