AI-Built Enterprise Platform for CRUMS Leasing
How AI Agency San Antonio replaced 7 disconnected platforms with one unified AI-powered operating system — built from scratch in 3 months.
100+
Pages Built
9
Core Systems
3
Months to Launch
7
Platforms Replaced
Behind the Build
John Frazee
Fractional CMO & AI Marketing Consultant
John Frazee — Fractional CMO and AI Marketing Consultant — built the entire AI Operating System for CRUMS Leasing solo. He led strategy, architecture, and deployment across every system, from the marketing engine to the admin operations hub. Learn more about John's Fractional CMO practice or his AI Marketing Consulting.
Support Team
- Mark Solis — AI Engineer
- Isaac Jimenez
Client Overview: CRUMS Leasing LLC
CRUMS Leasing LLC is a family-owned trailer leasing company headquartered in San Antonio, Texas — founded by NBA veteran Eric Bledsoe. The company set out to build a professional, enterprise-grade trailer leasing operation from the ground up.
They did not need just a website. They needed a complete digital infrastructure: marketing, leasing applications, customer onboarding, billing, fleet tracking, mechanic work orders, toll management, document storage, admin reporting, and outreach automation — all under one roof.
Agency: AI Agency San Antonio · Platform: Built entirely with AI · Timeline: 3 Months — 2026
The Challenge
CRUMS Leasing needed to launch from zero digital presence into a fully operational, enterprise-level trailer leasing company.
Most companies would stitch together 6 to 8 separate software tools.
CRUMS Leasing wanted one unified system.
What We Built
Nine fully integrated systems — designed, built, and deployed in three months.
Public Marketing Website — 100+ Pages
A high-performance, SEO-driven marketing engine covering every angle of trailer leasing.
- 7 core service pages: leasing, rentals, dry van, flatbed, emergency, fleet, lease-to-own
- 7 industry vertical pages: owner-operators, fleet, food distribution, manufacturing, retail, logistics, seasonal
- 16 hyper-local city pages across Texas and national logistics hubs
- 21 owner-operator resource guides on CDL, maintenance, budgeting, IFTA, and more
- 7 free business calculators: Cost Per Mile, Fuel, Profit Per Load, IFTA, Lease vs Buy
Advanced SEO & Search Visibility System
A multi-layer SEO framework built for traditional search and AI-powered search results.
- Schema types: Organization, LocalBusiness, FAQPage, NewsArticle, Event, BreadcrumbList
- Voice & AI SEO with conversational FAQs optimized for AI-generated summaries
- Dynamic XML Sitemap Generator and IndexNow real-time submission
- 301 Redirect Manager with hit tracking and 404 Error Logging with referrer data
- Canonical, Open Graph, Twitter Card, and content scheduling controls
Lead Generation & Conversion System
AI-powered lead capture, attribution tracking, and multi-channel funnel management.
- Context-aware AI chatbot embedded across public and admin pages
- Multi-step rental request flow and streamlined Get Started intake
- Lead source tracking dashboard with UTM tracking
- LinkedIn server-side Conversion API and GA4 event tracking
- Scroll depth, chat engagement, and application intake tracking
Customer Onboarding & Secure Portal
Role-based access portal with multi-step onboarding, encrypted storage, and a full customer dashboard.
- Three roles: Admin, Customer, and Mechanic — each with tailored views
- Multi-step auto-save leasing application with status tracking
- Encrypted SSN storage via secure edge function with session refresh protection
- Customer dashboard: active trailers, billing summary, lease-to-own view, referral tracking
Billing & Subscription Engine
Fully automated recurring ACH billing system built on Stripe with admin controls and toll management.
- Stripe ACH onboarding, subscription management, and automated billing schedules
- Payment retry logic and webhook synchronization
- Admin controls: create, pause, cancel subscriptions and manage billing dates
- Toll charge logging per trailer with automated toll reminders
- Tax statement PDF uploads and complete billing history per customer
Fleet Management System
Full operational oversight of the trailer fleet with real-time status tracking and scheduling.
- Fleet dashboard with real-time trailer status: Available, Rented, Maintenance, Archived
- Trailer profiles with photos, service history, and assignment tracking
- Dropoff & Release Scheduler for pickup and return logistics
Mechanic Portal & Work Order System
A dedicated operational layer for field service with digital inspection forms and auto-calculated invoices.
- Mechanic dashboard: assigned trailers, pending releases, work queue
- Work order types: preventative maintenance, yard repair, DOT/safety, emergency
- Parts catalog by category with travel fee toggle and auto-calculated totals
- Digital DOT inspection forms with photo upload by category
- Digital signature capture and permanent service history per trailer
Outreach & Follow-Up Automation
Admin-editable email campaigns with automated sequences and per-customer tracking.
- Admin-editable email templates and segmented campaign manager
- Automated sequences: welcome, password setup, profile completion, application status
- Per-customer outreach status tracking and unsubscribe management
- Manual trigger controls for one-off communications
Admin Operations Hub
The command center — KPI dashboard, staff management, Twilio call logs, and an AI natural language assistant.
- Dashboard KPIs: fleet utilization, active customers, revenue, toll balances
- Application review queue, staff management, mechanic management, role-based impersonation
- Twilio integration: call log viewer, recording playback, audio waveform interface
- AI Admin Assistant with natural language commands: "Show unpaid tolls", "Show fleet status"
Technical Architecture
Frontend
React, TypeScript, Vite, Tailwind
Backend & Database
Lovable Cloud (Supabase)
Authentication
Role-based access with secure session management
Payments
Stripe ACH subscriptions with webhook sync
Communications
Twilio call logs & recordings; Email via edge functions
AI
AI proxy edge function powering chatbot & admin assistant
SEO
Schema.org, IndexNow, dynamic sitemaps, content scheduling
Storage
Encrypted storage for SSNs, PDFs, inspection photos
Background Automation
Scheduled edge functions for billing, retry logic, outreach
The Result
One unified AI-powered operating system that replaced:
- Website & CMS
- CRM
- Billing & Subscription Platform
- Fleet Management System
- Work Order System
- Email Marketing Platform
- Document Management System
Built in 3 months
From zero digital presence to fully operational enterprise platform.
Fraction of traditional cost
Enterprise-grade infrastructure at a fraction of conventional development cost.
Entirely AI-assisted
Every system — from marketing to billing to field service — built with AI.
Built to scale nationally
Infrastructure capable of supporting national growth without rebuilding.
SEO Impressions Growth
Google Search Console — 3 months post-launch · From under 50 daily impressions to over 1,000
30.2K total impressions in 3 months · 240 clicks · Average position 15.2
CRUMS Leasing did not just launch a website.
They launched a scalable digital infrastructure capable of supporting national growth — built in three months, at a fraction of traditional enterprise development cost, entirely AI-assisted.
Why This Matters for the Trailer Leasing Industry
Trailer leasing companies have historically relied on disconnected tools — spreadsheets, phone calls, generic CRMs, and manual invoicing — that create bottlenecks at every stage of growth.
AI-built platforms like the one deployed for CRUMS Leasing prove that a family-owned business can launch with enterprise-grade infrastructure from day one — without a multi-million dollar IT budget or a team of developers.
This Project Is a Custom AI Operating System
The CRUMS Leasing platform is a prime example of a custom AI Operating System (AI OS) — replacing 7 disconnected platforms with one unified, AI-powered system for marketing, billing, fleet management, field service, and admin operations.
Ready to Build Your Unified Platform?
Whether you're launching from scratch or replacing a patchwork of disconnected tools, we can build a unified AI-powered operating system for your business.