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AI-Assisted Architecture

How AI Transforms Architecture Practice — for $39/month

208x
Cheaper per run vs per-token models
39
Architecture files produced across 5 scenarios
$39
Per month per architect (fixed cost)

The Pitch in 60 Seconds

Many architecture practices already source-control OpenAPI specs and PlantUML diagrams in Git, with production gating. GitHub Copilot Pro+ adds an AI assistant that reads those artifacts, produces architecture designs following established standards, and generates compliant output automatically — for $39/month per seat.

Same underlying AI model (Claude Opus 4.6) as per-token alternatives. 208x cheaper per run. Zero fabrication vs 4 fabricated API fields from the competing toolchain. Demonstrated with 5 complex architecture scenarios using NovaTrek Adventures as a synthetic case study.

This is not a proposal. This is a demonstration. The evidence on the following pages comes from actual billing data, actual execution results, and an actual live architecture portal — all built during this proof of concept.


What This Presentation Covers

Section Question It Answers
The Problem Why does architecture documentation always decay?
The Solution What replaces point-in-time documentation?
Cost Evidence How do we know it's 208x cheaper?
Output Analysis What did the AI actually produce?
Enhanced Workspace How does the AI leverage our existing Git repo?
Live Demo What does the end result look like?
The Ask What do we need to move forward?

See also: Continuous Architecture — Closing the Loop — the companion presentation on how we achieve truly continuous architecture practice.