# Founder

AIEP was originated by **Neil Grassby**, a Chartered Surveyor who has lived the real-world cost of inaccurate instruction and fragmented evidence for more than thirty years in the UK construction industry.

In construction, a single instruction can change cost, programme, liability, and outcomes. Yet the evidence supporting instructions is often scattered across emails, minutes, PDFs, phone calls, and memory. The consequence is predictable: disputes, claims, and wasted effort—because the truth is hard to reconstruct.

AIEP began as a response to that lived problem. The core question was human, not technical:

**What would the world look like if every instruction had to carry its evidence?**

As the idea evolved, it became clear that this was not only a construction problem. It was a web problem, a governance problem, a research problem, and increasingly an AI problem. If machines are going to retrieve information and act upon it, they need something better than “most likely text”. They need **evidence-backed knowledge**.

AIEP therefore aims to create a knowledge layer that grows through publication, dissent, and recall—like human discovery itself.

**Knowledge grows when shared.**