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The Ask: What's Required to Adopt This

Build on Existing Strengths

Many architecture teams already source-control specs and diagrams with production gating. This platform builds on that foundation. The POC measured cost and quality using NovaTrek Adventures as a synthetic case study. Here's what organizations need to adopt it.


Four Approvals

1. GitHub Copilot Pro+ Licenses

$39
per seat / per month
  • Fixed subscription — no variable costs, no runaway billing
  • Includes Claude Opus 4.6 access with unlimited autonomous tool calls
  • Native VS Code integration — no infrastructure to manage
  • Proven: 39 architecture files produced across 5 scenarios, 208x cheaper than per-token alternatives

Pilot scope: Start with the architecture practice team. Measure quality and adoption for 1 month before expanding.


2. Solution Designs in Markdown (Extending Version Control)

Many teams already author specs and diagrams in text formats and version-control them. This extends that practice:

  • New solution designs and ADRs are authored in Markdown in the architecture repository
  • Existing specs, diagrams, and wiki content stay exactly where they are
  • The AI generates correctly formatted Markdown automatically — architects don't need to learn syntax

What this enables: Version-controlled designs alongside specs, pull request reviews on architecture decisions, AI context for future sessions, automated publishing that replaces manual wiki updates.


3. Automated Publishing Pipeline

  • Azure Static Web Apps deployment (free tier — $0/month)
  • GitHub Actions workflow triggered on version control push
  • Builds MkDocs site + copies non-Markdown assets
  • Deploys in under 30 seconds

What this replaces: The voluntary manual wiki update step — the one that gets skipped, causing documentation to fall behind version-controlled artifacts.


4. Optional: Wiki API Access

For organizations that require wiki integration:

  • Same Markdown source publishes to both MkDocs and wiki platform
  • Version control remains the source of truth
  • Wiki pages become read-only mirrors
  • Requires wiki REST API access (write permission to architecture space)

This is optional. The platform works without wiki sync.


Total Cost

Component Monthly Cost Notes
Copilot Pro+ (per seat) $39 Fixed subscription
Azure Static Web Apps $0 Free tier
MkDocs Material $0 Open source
GitHub Actions $0 Included with repository
Material Insiders (optional) $15 Premium features
Total per architect $39

Risk Profile

Concern Answer
"What if the AI output isn't usable?" 39 complete architecture files produced in 5 scenarios, all following MADR/arc42/C4 standards. Start with a 1-month pilot.
"What if costs increase?" Fixed $39/month subscription. Even at 2x, cheaper than alternatives.
"What if architects don't adopt it?" Architects already work in Git with text-format specs. The AI handles Markdown formatting. The workflow extends what they already do.
"What if we need to go back?" Markdown is portable. Export to any format. No vendor lock-in.
"What about existing Confluence content?" Stays in place. Only new work moves to Markdown-first.
"Is the data secure?" All data stays in the git repository. Copilot processes context server-side. No data leaves the GitHub/Azure ecosystem.

Return on Investment

Investment Return
$39/month per architect 20-100 minutes saved per re-investigation (eliminated by PROMOTE)
0 minutes manual publishing 15-30 minutes saved per publication cycle (automated by CI/CD)
0 infrastructure management Kong Gateway + Qdrant + monitoring eliminated
1 month pilot Definitive quality data for scale-up decision

Next Step

Approve Copilot Pro+ licenses for the architecture practice.

Start a 1-month pilot. Measure quality and adoption. Scale based on data.

Total commitment: $39/seat/month. Cancel anytime.


Summary of Evidence

Claim Source
208x cheaper per run Actual billing data from Phase 1 execution
39 architecture files produced 5 evaluated scenarios following MADR/arc42/C4 standards
301 artifacts published automatically Live portal at mango-sand-083b8ce0f.4.azurestaticapps.net
95%+ knowledge gap rate Phase 1 post-execution analysis (CLOSING-THE-LOOP.md)
$0 publishing infrastructure cost Azure Static Web Apps free tier + open source MkDocs
Zero fabrication (Copilot) Head-to-head comparison vs Roo Code

Every number in this presentation comes from measured results, not projections.