The work
Systems built around real operating work: construction intelligence, private workflow systems, retrieval, ETL, content infrastructure, and agent-native operations.
construction intelligence
A construction intelligence system that turns drawings, rooms, code, and field knowledge into source-backed operating context.
Field judgment can be encoded into retrieval, review, and structured workflows without pretending the model is the authority.
retrieval and ETL
A pipeline for transforming drawing sets into structured rooms, systems, tags, retrieval records, and reviewable job context.
The hard part is not parsing a PDF; it is preserving enough field context to know what should be held, verified, or released.
private AI systems
Sanitized CRM, evidence, and operator workflow systems for real business processes.
AI systems are useful when they reduce decision drag without leaking client data or bypassing human approval.
More systems
Client and internal systems are described at the pattern level — enough to see the shape of the work without exposing anyone's data.
01
Project
A writing and review workflow for turning field notes, proof, and operating lessons into public essays.
Status
activeIn short
Connects public writing, project proof, and review gates without turning the site into a blog engine.
02
Project
Source-card infrastructure for code retrieval, page metadata, and safer citation handling.
Status
activeIn short
Public-safe summary of retrieval architecture and citation reliability work.
03
Project
Reviewed field-knowledge infrastructure for turning research into apprentice-facing doctrine and job-running judgment.
Status
activeIn short
Shows a source-to-doctrine workflow for practical construction knowledge, with review gates and caveats.