Gilchrist & Company
AI Tech Stack

Leasing agent, social media automation, and property management — fully operational July 2026

Megan — Live on Railway
Twilio SMS (469) 895-3846
Groq / Llama 3.3 70b
UptimeRobot Monitoring
17 Facebook Groups Mapped
Updated July 2026
Open Leasing Portal →
💬

Megan — AI Leasing AgentAutomated tenant SMS pipeline · 11 stages · Text TOUR to (469) 895-3846

FunctionStack
Inbound / outbound tenant SMS Twilio SMS/MMS(469) 895-3846
AI conversational responses GroqLlama 3.3 70b
Session & conversation state Upstash Redis
Lead data persistence Supabase (PostgreSQL)
Lead logging & history Google SheetsService Account Auth
Tour scheduling Calendly webhooks
Applications, leases & payments AppFolio
Property config (rent, lockbox, criteria) config/properties.jsJohn edits directly
Tenant follow-ups & nudges node-cronevery 30 min
Web server & REST API Node.js / Express
Hosting & deployment RailwayGitHub → auto-deploy
Uptime monitoring UptimeRobot/health every 5 min · alerts to bfoster14@elon.edu
📱

Social Media AutomationInstagram auto-posts · Facebook page posts · Facebook Groups tracking

FunctionStack
Instagram Reels & posts (auto) Instagram Graph APInode-cron
Facebook Page posts (auto) Facebook Graph APInode-cron
Facebook Groups posting (manual) John posts via browser17 groups mapped
Facebook Marketplace listings John posts manually1 listing per unit
Groups research & selection 4 marketsDallas · Fort Worth · Austin · Central TX
Groups join tracker Megan's Facebook Groups →
Groups scoring matrix Facebook Groups Matrix →
Social media strategy & cadence Social Media Playbook →
AI caption & post copy generation Groq / Llama 3.3 70b
Facebook Messenger integration Meta Developer PortalPending webhook setup
🌐

Website & Dashboardgilchristpropertymanagement.com

FunctionStack
Property listings & marketing site HTML / CSS / JavaScript
Structured listing data (SEO) JSON-LD schema markup
Internal operations dashboard /dashboard.htmlKPIs · pipeline · leasing funnel
Dashboard data API Railway /portal/api/*CORS-enabled
Pre-qualification intake widget Embedded form→ Railway leasing backend
Marketing design assets CanvaFlyers, social graphics, brochures
Version control GitHub
Hosting & CI/CD VercelGitHub → auto-deploy
📊

GM Agent & OperationsJohn's command center — approvals, reporting, and pipeline visibility

FunctionStack
All agent → John communications Twilio SMS(214) 725-9424
Pipeline metrics reports (2am & 4pm CT) node-cronUpstash Redis
John approval nudges (every 30 min) Upstash RedisTwilio SMS
John SMS commands APPROVE DENY MORE SIGNED PAID CANCEL
Leasing portal (full pipeline view) /portal/leasingon Railway
Megan's Activation Playbook Activation Playbook →
Script library (all 11-stage SMS scripts) Script Library →
Morning lead digest (8:00 AM CT) node-cronGroqTwilio SMS
Review request automation node-cronpost move-in trigger
Uptime alerts UptimeRobot5-min checks · email alert to bfoster14@elon.edu
🏘️

Paul — Property Owner Acquisition AgentAI-driven owner outreach pipeline · 6-loop architecture · Goal: 50 new properties in 6 months

FunctionStackStatus
6-loop AI orchestration engine Groq / Llama 3.3 70bservices/ownerOrchestrator.js Built
Loop 1 — Owner research & profiling Groq AIproperty + owner background synthesis Built
Loop 2 — Opportunity scoring (0–100) Groq AImanagement pain, absentee signal, property fit Built
Loop 3 — Outreach draft + critique Groq AISMS + email copy · John approval via APPROVEOWNER/DENYOWNER Built
Loop 4 — Inbound reply classification Groq AIinterested / not interested / needs follow-up Built
Loop 5 — Objection handling Groq AIcontext-aware rebuttals for common owner objections Built
Loop 6 — Weekly learning & improvement Groq AIcron/acquisition-learn.js · every Friday Built
Owner pipeline store Upstash Redisservices/ownerStore.js Built
Owner API routes Express RESTroutes/acquisition.js Built
Outreach cron (every 6 hours) node-croncron/acquisition-loop.js Built
John SMS approval commands APPROVEOWNERDENYOWNERroutes/sms.js Built
Email outreach sending SendGridGmail SMTP fallback · services/email.js Built
HubSpot CRM integration HubSpot free tier · Contact + Deal + Timeline Planned — Phase 1
Prospect finder — Texas CAD scraper Bell, Coryell, Travis, Dallas CADs · absentee owner detection Planned — Phase 2
Prospect finder — Craigslist scraper Cheerio + Axios · by-owner rental listings Planned — Phase 2
Follow-up loop (Day 7 / 14 / 21) cron/owner-followup.js · auto-archive at Day 21 Planned — Phase 3
Owner pipeline portal UI /portal/acquisition · pipeline board · approve/deny UI Planned — Phase 4
Inbound email webhook (owner replies) Make.com free tier · Gmail → Railway webhook Planned — Phase 5