A GOOGLE CLOUD CUSTOMER STORY
Chase Pierson built a multi-brand technology holding company in Natchez, Mississippi — powered entirely by Google Cloud, Gemini, and Vertex AI.
What one person and four AI agents built in 8 months.
Every role below exists inside this holding company. None of them are humans.
Gemini 2.5 Pro (AG + Terminal Agent) — 472K lines shipped. React, Next.js, Express, Prisma. Full-stack. 24/7. No PTO.
Gemini + Imagen — Component design, brand-consistent UIs, event imagery, promotional graphics. All generated in-context.
Cloud Run + Cloud Build — Auto-scaling, zero-downtime deploys, built-in monitoring. CI/CD pipeline maintained by Terminal Agent.
Gemini Gem (Strategic Advisor) — Roadmap planning, feature prioritization, licensing strategy, deal modeling. Always in pocket.
Vertex AI + Semantic Search — Natural language queries across all project data. Instant answers with source citations.
Gemini + Imagen + Google Veo — One Lightroom album or audio recording → AI transforms into social posts, event videos, newsletters, and immersive gallery experiences across 9 brands.
Gmail API + Calendar API + Google Chat Webhooks — Automated onboarding, booking confirmations, invoice dispatch, deploy alerts. All event-driven.
Research Agent (Gemini) — Competitive audits, pricing analysis, technology evaluations, partnership scouting. Runs overnight, reports by morning.
Two production systems. One infrastructure. Zero downtime.
A 472,000-line operating system for 3D laser scanning businesses. CRM, financial dashboards, AI-powered cost estimation, 3D client portals, and fully automated operations.
Auto-scaling containerized Express.js API. Handles spiky workloads from 3D scan uploads — scales from 0 to 10 instances in seconds. Zero cold-start optimization with min-instances=1.
gcloud run deploy s2px-api \
--image gcr.io/s2px-prod/api:latest \
--min-instances 1 --max-instances 10 \
--memory 2Gi --cpu 2PostgreSQL 15 with 106 tables managed by Drizzle ORM. Projects, clients, invoices, estimates, scan metadata, user permissions, and AI training data — all in one relational schema.
// 106 tables including:
projects, clients, invoices, estimates,
scan_sessions, point_clouds, deliverables,
users, roles, permissions, audit_logs,
ai_estimates, knowledge_base, certificates...Stores 3D scan files (E57, RCP), point cloud data, virtual tour panoramas, and client deliverables. Lifecycle policies auto-archive old scans to Nearline after 90 days.
Handles heavy lifting: point cloud conversion, virtual tour builds, bulk PDF generation, and automated email sequences. Each job gets its own retry policy and deadline.
Edge-cached delivery for large scan assets. Clients access their 3D deliverables from the nearest Google PoP — sub-100ms latency for files that would otherwise take 5+ seconds.
Event-driven architecture for real-time notifications, webhook relay from external services, and inter-service communication. Guarantees at-least-once delivery.
Next.js 14 platform powering boutique hospitality, music venues, art galleries, and media operations across an 18-city, 5-state Southern corridor.
Server-side rendered Next.js 14 with automatic CDN distribution. Git-push deploys with rollback capability. SSR for SEO-critical pages, static generation for marketing.
AI-generated event imagery, gallery content, and promotional materials — all on-brand. Eliminates stock photo costs and designer overhead for a multi-brand content operation.
NextAuth with Google provider — role-based dashboards for inn owners (Tracy), operations managers (Amy), and the executive suite (Chase). No passwords to manage.
Automated artist onboarding emails, venue booking confirmations, and invoice dispatch via Gmail API. Calendar API handles session scheduling and availability management.
The differentiator. This is what makes the zero-employee model possible.
The entire frontend of both platforms — 472,000 lines of React, Next.js, and CSS — was built using Gemini 2.5 Pro inside the Cursor IDE. This isn't a side experiment. It's the primary engineering method.
S2PX uses Vertex AI to analyze 3D scan parameters and generate instant, line-item cost estimates. What used to take a project manager 2-3 hours now takes 12 seconds.
One audio recording → Whisper transcription → Gemini rewrites into social posts, newsletters, and SEO articles. One session generates weeks of content across all 9 brands.
Vertex AI semantic chunking indexes the entire knowledge base. Users ask natural language questions — "What's the BAHA project status?" — and get instant, accurate answers with source citations.
Vertex AI Imagen generates on-brand media for events, galleries, and promotions. No stock photos. No designer. The AI understands each brand's visual identity.
A custom Gemini Gem on mobile serves as the CEO's 24/7 strategic advisor — deal structuring, financial modeling, licensing negotiations, and operational playbooks. Strategy from the pocket.
From a Google Pixel in Natchez to an immersive experience anywhere on Earth.
Film "Save the Hall Ball" at Stanton Hall on a Google Pixel. Shoot a Lightroom album of the historic venue, the chandeliers, the live music.
Photos hit Google Cloud Storage. Raw footage syncs via Google Photos API. One tap.
Imagen generates gallery-quality stills. Google Veo creates cinematic highlight reels. Gemini writes the story copy.
Someone in Tokyo or London opens the Big Muddy Touring website and walks through an immersive gallery of Stanton Hall — generated from one album.
Rewrites, adapts, and personalizes all text content. Event descriptions, artist bios, marketing copy — auto-generated and on-brand.
AI-generated event imagery, promotional graphics, and gallery content. Each brand gets its own visual identity without a designer.
Turn photos and prompts into cinematic video content. 30-second highlight reels from a Lightroom album. The content team you never hired.
Generate ambient soundscapes for virtual venue tours. Original background music for event videos. No licensing fees, ever.
Record a voice note → transcribed → Gemini transforms into social posts, newsletter copy, and SEO articles across all 9 brands.
Real-time multimodal agent — point a Pixel at a historic venue and get instant research, pricing, and content strategy.
Four agents. Zero salaries. Full-stack coverage.
Gemini 2.5 Pro in IDE
Frontend development, UI/UX design, dashboard builds, component architecture. Ships production React and Next.js.
Backend & Infrastructure
Backend APIs, database schemas, cloud infrastructure, CI/CD pipelines, security hardening. Deploys to Cloud Run.
Competitive Intelligence
Market research, pricing analysis, competitive audits, technology evaluations. Feeds strategy back to the swarm.
Strategic Advisor (Mobile)
Business strategy from the pocket. Deal structuring, equity modeling, licensing negotiations, operational playbooks.
No complex orchestration framework. No message queues. The agents coordinate through markdown files in a shared Git repository — a lightweight, cost-free protocol that leverages Google Cloud Storage and standard version control. Every decision is logged, every handoff is traced.
What it would cost to run this operation traditionally.
The business operating system behind the code.
12 domains, 9 brands — unified email routing
Real-time deploy alerts, booking confirmations
Venue scheduling, session management
SSO across both platforms
Automated onboarding and invoicing
Property mapping, venue discovery
Every iPhone and Mac is now a first-class node in the Hillbilly Dreams infrastructure, powered by Gemini.
Gemini manages the hardware fleet. No sysadmins. No tickets. Just autonomous device health.
Turn your existing Apple devices into dedicated, AI-managed workstations. One tap to enter Operator Mode. Powered by Google Gemini.
Instantly lock any iPhone or Mac into a single-app mission center. Zero distractions. One-tap toggling via Siri or Shortcuts.
A dedicated Gemini instance that auto-organizes your files, verifies your backups, and monitors device health 24/7.
Activate AI marketing modules that generate ads, schedule social posts, and sync with the Deep South Directory.
Managed via Google Workspace Endpoint Management. Compliant with Apple Business Manager.
Zero Employees Required to Operate.
Learn More → Early AccessTurn every iPhone Pro into a professional 3D scanner. Capture point clouds in the field, get AI cost estimates in 60 seconds.
The AI-powered marketplace for the Mississippi corridor. Powered by KioskMode Pro. Fed by Gemini.
AI menus, booking optimization
Virtual tours, event management
Inventory AI, social commerce
3D preservation, tourism
Every business that joins makes the directory more valuable for consumers. Every consumer that uses it makes it more valuable for businesses.
What's live, what's shipping, and what's next — all Google.
472K lines of production code across two platforms
Instant line-item estimates from 3D scan data — 12 seconds vs 2-3 hours
Natural language queries across the entire S2PX data model
AI-generated brand imagery across 9 brands
Automated ops — onboarding, scheduling, alerts, invoicing
Apple × Google device management — $74/mo replaces $8,500/mo IT dept
Operator Mode + AI IT Department — $100-500/mo SaaS product
Point cloud capture from iPhone Pro — AI estimates in 60 seconds
AI-powered local business marketplace — network effect flywheel
Lightroom albums → cinematic event highlight reels
Real-time multimodal field agent for venue scouting
Cross-brand financial analytics — Stripe × QBO dashboards
Auto-extract data from contracts, invoices, and historic property records
AI for field technicians — zero connectivity required for 3D scan QC