Case studies & field notes.

Selected case studies and field notes from an Experience Architecture practice. Case studies document the craft. Field notes live between the frames.

Benchmarking Performance with an AI-Augmented Research Protocol

Demonstrating how intentional program architecture, a purpose-built AI-augmented analysis protocol, and a compounding flywheel system turned a Canadian Crown Corporation's first benchmarking study into a permanent, self-accelerating research asset.

Program Architecture Mixed-Methods Performance Analysis AI-Augmented
CS / 01

Designing a Compounding Learning Management System (LMS) for Consulting Operations

Documenting how a self-initiated business case, grounded in four years of project data, led to the design of an LMS that transforms how consulting teams orient, learn, and preserve institutional intelligence.

LMS Design AI-Augmented Research Operations Practice Design
CS / 02
Field notes are a curation of articles pulled from my publication, Learning by Design