Journal
Field notes, with the numbers left in.
Every article is something we measured, built or broke on our own platform. Each figure carries its date. Three are published; the next are being written.
Most Real Estate RAG Retrieves Text. Legal Questions Require Qualified Facts.
A retrieval layer that returns text cannot separate a statute from a guess. 173 rejuvenated entries, 10 unsourced figures, and the payload schema that fixes it.
Most Real Estate Companies Have Data They Cannot Interrogate
10,207 nodes, 28,563 relations, 133 ontology classes measured 2026-07-27: how a ranked source-of-truth hierarchy makes a property AI agent answerable.
A Score Nobody Can Decompose Is a Score Nobody Can Defend
Four stored sub-scores, a multiplicative quality term, three published defects, and 627 projects that moved with zero formula change. The audit trail in full.
Being written
- We asked ChatGPT for the best real estate agency in Phuket. Here's who it named, and why.In progress
- Your lead is worth half after five minutes: speed-to-lead for Thai real estate.In progress
- What a 40-key villa really pays booking platforms in a year.In progress
- A rented CRM vs a system you own: the three-year math.In progress
- Twelve questions to ask before you give your data to an AI tool.In progress
- Is your website leaking your email reputation? SPF, DKIM and DMARC in plain English.In progress
- One assistant, five languages: answering foreign buyers properly.In progress