Technical index

Systems

The flagship work explains why; these pages explain how - architecture, governance, ownership, measured results.

AI systems

01

Google Performance Intelligence

Three specialist agents - Google Ads, GA4, Search Console - coordinated by an orchestrator over MCP + OAuth + API access. Runs autonomously on cron every Monday and Thursday; read-only by design, so analysis is automated while account changes remain a human decision. Estimated ~9.5 analytical hours saved per week.

Autonomous · cron Mon + Thu
Analytical leverage
Parent: AI Operations

02

Multilingual Metadata Automation

Agent workflow that produced 3,936 metadata fields across 492 entities and four languages, graduating from Excel-based human review to autonomous execution after 3-4 calibration runs per language. 220+ hours of concentrated manual production avoided.

Autonomous · post-calibration
Production leverage
Parent: AI Operations

03

Semantic Commerce Architecture

Parent/child hub architecture exposing relationships between topics, materials, products and editorial content to search and AI-driven retrieval. Built through competing model prototypes - roughly three per page - with human selection, critique and final direction. Currently 3 production pages plus 1 in development.

In progress
Structural leverage
Parent: AI Operations

Commercial intelligence

04

Margin & Pricing Intelligence

Local internal application computing true margin and recommended pricing across 1,153 SKUs from PDF supplier invoices, costs and advertising data.

Operational
Decision leverage
Parent: Commercial Intelligence

05

Revenue & Cash-Flow Intelligence

Local predictive planning application for revenue, seasonal expectations and scenarios - 2.1% full-year forecast variance against actual net revenue. Natural-language query layer exists as an MVP.

Operational · NL layer MVP
Planning leverage
Parent: Commercial Intelligence

Commerce infrastructure

06

Magento Commerce Consolidation

Four storefronts consolidated onto one Magento Open Source backend - ~1,570 products migrated with no revenue downtime.

Completed 2022-2023
Infrastructure leverage
Context: Commerce Transformation

Market / delivery systems

07

EU Market Expansion

~21-day European market research sprint, strongest focus France and Spain; generated leads and orders.

Completed research sprint
Market leverage
Context: Commerce Transformation

08

Modular Web Infrastructure

Reusable 21-component architecture powering niche service properties; made restoration demand discoverable.

Live
Delivery leverage
Context: Commerce Transformation