Case Study — AI Operations

How we stood up a full digital stack for a luxury management firm in 3 sessions

A real engagement. One client. Three working sessions. Infrastructure diagnostics, environment builds, branded deliverables, and a website rebuild strategy — all driven by AI.

The Client

A Fort Lauderdale luxury asset management firm — estates, yachts, autos, VIP concierge — serving ultra-high-net-worth clients for 16 years. The owner is an operator, not a technologist. He needed a modern digital stack without a dev team.

The Problem

The company's website was completely down (expired SSL on AWS). No knowledge management system. No AI tooling. No version control. No structured project workspace. Every operational process lived in the owner's head or scattered across Dropbox and email.

3
Working Sessions
30
Tasks Completed
6
Sub-Projects Scoped
3
Branded Deliverables

What We Built — Session by Session

Session 1 — Foundation Build 30 of 36 tasks

Connected to the client's Mac remotely via Tailscale SSH. From a blank machine, we built an entire professional development and knowledge environment — shell migration, package managers, runtimes, SSH keys, Git, Claude Code with 18 curated plugins, custom AI skills, and a full Obsidian knowledge vault scaffolded to match luxury property management workflows.

The vault includes structured templates for properties, clients, vendors, and five operational playbooks (hurricane prep, yacht haul, client onboarding, weekly walkthroughs, owner arrival). All designed around how this specific business actually operates.

Foundation Design Spec (442 lines) Implementation Plan (1,323 lines, 36 tasks) Obsidian Vault + 6 Templates
Session 2 — Infrastructure Diagnostic & Strategy Diagnostic Complete

The client's website had been down for an unknown period — HTTPS timing out, no error page, just silence. We ran a full infrastructure diagnostic: traced DNS through GoDaddy, identified AWS Global Accelerator endpoints, confirmed the SSL certificate had expired on the load balancer, and verified that email (Google Workspace) was unaffected.

Produced a branded 3-page status report documenting findings and recommendations. Then built a 6-page rebuild proposal with a competitive audit of 8 Fort Lauderdale luxury property management firms — none had the combination of structured data, online booking, lead magnets, and qualified intake forms we proposed. The new stack leapfrogs the entire local category.

Website Status Report (3-page PDF) Rebuild Proposal (6-page PDF, competitor audit) Interim Microsite (live placeholder)
Session 3 — Documentation & Handoff Prep Complete

Finalized all deliverable quality (PDF margins, brand consistency), documented the full engagement into the project vault with change management entries, and prepared structured handoff prompts so any future session can pick up exactly where we left off — no context loss, no ramp-up time.

Change Log (CHG-0014) Session Handoff Notes
On Deck — 4 More Sub-Projects Scoped

The engagement was designed as six sequential sub-projects. Beyond the foundation and website diagnostic already completed, four more are scoped and ready: external account wiring (Cloudflare, GitHub, credentialed MCPs), platform integration (AI agent access, vault sync), custom property-management AI skills, and a luxury property management application with a gated client portal.

AI Capabilities Demonstrated

Remote Environment Build

SSH into a client machine and stand up a full dev + knowledge environment from scratch — shell, runtimes, packages, Git, AI tooling — without being physically present.

Infrastructure Forensics

Diagnose why a website is down by tracing DNS, probing ports, identifying load balancer failures, and mapping the full hosting stack — then recommend a fix path.

Competitive Intelligence

Audit an entire local market category, analyze competitor websites for feature gaps, and identify the exact combination of capabilities that leapfrogs the field.

Branded Deliverables

Produce client-facing PDFs — diagnostic reports, rebuild proposals, status updates — with correct brand colors, typography, and professional layout. Not templates. Built from scratch.

Knowledge Architecture

Design a structured vault tailored to a specific business — templates for properties, clients, vendors, playbooks for recurring operations. The knowledge system mirrors how the business actually works.

Session Continuity

Structured change management and handoff notes mean any future session picks up exactly where the last one stopped. No lost context. No repeated discovery. No wasted time.

Technology Stack Used

Claude Code Tailscale (SSH) Obsidian Node.js Python Git / GitHub Cloudflare Pages Next.js Playwright Firecrawl MCP Servers

This is what AI operations looks like

Not chatbots. Not auto-generated blog posts. Real infrastructure, real deliverables, real business outcomes — built in days, not months.

Learn More About Ladnier Enterprise