Real Projects. Real Tools. Real Results.

How We Use AI
to Build and Run Businesses

Not theory. Not tutorials. These are the actual tools and projects we work with every day, and how we use them to solve real problems for real companies.

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What We've Built

Most of this work is internal, built for our own business first. Some is deployed for clients. All of it is real, running in production, and built the same way we would build it for you.

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This Website, pioneeraidata.com
Pioneer AI & Data · You're looking at it right now
Live in Production

The site you are on was built entirely by us using AI, no web designer, no agency, no template. Every page, every line of copy, every animation, the chatbot widget, the lead capture forms, the SEO metadata, the structured data markup, and the deployment scripts were all written with Claude and Codex, then shipped to a Google Cloud VM.

We described what we wanted, worked through it iteratively with AI tools, and deployed it ourselves. That is the same process we use to build client systems. This site is not just a portfolio, it is a live demonstration of exactly what we do.

Design & Copy
Claude, all pages, all content, all layout
Code
Claude + Codex, HTML, CSS, JavaScript
Infrastructure
GCP VM, Nginx, Python API backend
Deployment
Custom bash script via gcloud CLI
Claude Codex GCP Nginx No Agency AI-Built
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Pioneer AI Second Brain
Internal · AI-Powered Business Operating System
Live & Active

Running lean means you cannot afford to lose context. We built a complete AI-powered knowledge management system in Obsidian that acts as both an organizational memory and an active decision support tool.

The vault contains structured knowledge across every business function, including a full virtual AI department with dedicated "employees" for Marketing, Sales, Operations, Legal, HR, Finance, and R&D. Each agent has a defined role, personality, and task list. When we need to think through a marketing strategy or draft a sales email, we work with the appropriate agent that already has all the business context.

This is what it looks like to run a lean operation with AI doing the heavy lifting, not replacing thinking, but making sure every decision has the right information behind it.

Platform
Obsidian + Claude Cowork
Scope
9 departments, 20+ AI agents
Purpose
Full business operating system
Benefit
Zero lost context, instant AI briefing
Obsidian Claude Knowledge Management AI Agents Business Ops
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Pioneer Business Automation Stack
Internal · Python + GCP + AI
Ongoing

Every manual, repeatable task in the business is a candidate for automation. With Python as the workflow layer, we connected the tools we use every day, Google services, AI APIs, communication tools, and data stores, into automated pipelines that run without us.

Examples include: automated client follow-up sequences, data sync between Google Sheets and project management, AI-generated content drafts triggered by new lead entries, and scheduled reporting that summarizes business activity. The goal is simple: spend time on work only a human can do.

Platform
Python, scheduled on GCP
Connections
Google Suite, AI APIs, CRM, Sheets
Approach
No-code first, custom logic where needed
Outcome
Hours saved weekly on manual tasks
Python GCP Automation Workflows Google Suite
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Pioneer Admin Portal
Internal · The platform that runs Pioneer
Live & Active

The back office is software we built ourselves. The admin portal is the platform we run Pioneer on: client intake and onboarding, billing with branded PDF contracts, an outbound calling and texting system, prospect research, email outreach, and Stripe checkout for our plans.

It is the same kind of system we build into client engagements, proven on our own operation first. Nothing here is a template or an off-the-shelf CRM. We built it to fit exactly how the business runs.

Platform
Node.js, Express, SQLite on GCP
Modules
Intake, billing, contracts, dialer, SMS, checkout
Auth
Google OAuth, run under PM2
Status
Live, in daily use
Node.js Stripe Twilio CRM AI-Built
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Pioneer AI Assistant and Quote Bot
Live · On-site AI, reused for clients
Live in Production

This is the AI we put to work on a website. The on-site assistant answers questions and routes leads around the clock, and the companion quote bot walks a visitor through an instant ROI estimate before a call. Both are trained on the business they serve and run on the Claude API.

The assistant is live on this site, and the same system ships inside our plans, tuned to each client's industry. You can try the quote bot yourself at the live demo.

Model
Claude API
Surfaces
Site chat assistant + ROI quote bot
Role
Lead capture, qualification, booking
Status
Live on pioneeraidata.com
Claude API Chatbot Lead Capture Quote Bot
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Pioneer Pennant
Product · Websites and tools for sports teams
Live & Growing

Pennant is a product line we built from scratch for youth and high school sports. Team websites that auto-sync their schedule and post auto-drafted game recaps, voice-booked lessons with generated practice summaries for parents, and Pennant IQ, a strike-zone tool for tracking a pitcher's command over a season.

Live teams are already running on it today. It is proof that we do not just build one-off sites: we build and run real software products.

Stack
React, Tailwind, GCP, nginx
Tools
Team sites, Lessons, Pennant IQ
Platform
pioneerpennant.com
Status
Live, more in development
React Product Sports AI Recaps
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Pioneer Tickets
Internal · Human-in-the-loop site maintenance
Live in Production

Pioneer Tickets keeps the sites we run healthy. When an issue comes in, the system investigates it, proposes a few specific fixes, and waits for a one-click human approval before it changes anything.

It is how we maintain client sites quickly without ever letting AI act unsupervised. The human stays in the driver's seat and the AI does the legwork. It is the same "make AI behave" principle we sell, running on our own stack.

Stack
TypeScript, Express, SQLite
AI
Claude, for investigation and fixes
Pattern
AI proposes, human approves, system executes
Status
Live in production
TypeScript Claude Human-in-the-Loop Automation
🏗️
Buckeye Builds, AI Lead Capture Chatbot
Roofing & Home Services · Ohio case study
Case Study · Deployed

A local roofing company needed a faster way to capture and qualify inbound leads, without adding headcount or changing how they operate. We designed, built, and deployed a conversational AI chatbot on Google Cloud Run that handles the entire intake process.

Homeowners can describe their needs, upload photos of damage, and submit a lead without ever calling the office. All lead data flows directly into a Google Sheet for the team to action. The chatbot is live and handling requests in production.

Tools Used
GCP Cloud Run, Gemini AI, Google Sheets
Key Feature
Image upload + AI damage assessment
Deployment
Cloud Run (serverless, scales to zero)
Timeline
Designed, built, and deployed in days
Google Cloud Gemini AI Lead Capture Image Upload Google Sheets

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