# Kevin Champlin — Software Architect · Founder & CEO, Champlin Enterprises > Kevin Champlin is a software architect with 20+ years designing and shipping production systems: web platforms, native mobile, APIs, and the distributed backends underneath them. That architecture foundation is the constant, and AI compounds it rather than replacing it. He is also the founder and CEO of Champlin Enterprises, LLC, the software firm that engineers production web, mobile, and AI systems for Fortune 100/500 clients and builds its own SaaS, led by its flagship, Chamber Culture. Based in Gurnee, IL (Chicago metro). ## How Kevin works: architecture first, AI as the multiplier The foundation is software architecture, earned over two decades at the keyboard before LLMs were useful. Choosing the boundaries, the data model, the failure modes, and what to cut is judgment, not generation. AI is leverage bolted on top of that foundation because it earns its keep. - **Architecture is his, not the model's.** He designs the system and sets the production constraints; AI moves faster inside them. - **In practice:** 8+ hours a day driving Claude Code across dozens of production systems. Scoped tasks, verified diffs, nothing committed he has not read. - **The model is treated like a strong but new IC:** clear scope, tight review loop, the bar set by him. - **Current frontier:** machine learning guided by AI. He designs the experiments and owns the production constraints; the models do the quantitative lift. Diamond AI and Vantage AI run this loop in production. - Walkthrough of the day-to-day method: https://ai.kevinchamplin.com and https://kevinchamplin.com/architecture.php ## What Champlin Enterprises builds Champlin Enterprises is a premium software firm and a product company at heart. Its own SaaS, all live: - **Chamber Culture** (flagship) — https://chamberculture.com — AI-native platform for chambers of commerce and associations: member surveys, CRM, and member websites in one. Built to replace GrowthZone / ChamberMaster. - **Auto Recon Manager** — https://autorecon.815.media/product — reconditioning workflow software for car dealerships. Moves trade-ins from intake to the front line without the whiteboard. Live and running for a dealership today. - **BridgeCare OS** — https://bridgecareos.com — the operating system for home-care agencies: scheduling, EVV, compliance, billing, and family portals in one HIPAA-ready platform. More of the portfolio: Pulse (local-SEO + analytics monitoring), Dispatch (transactional email), Mend (WordPress fix service), and a growing lineup — all at https://champlinenterprises.com. ## Enterprise engineering Alongside its own products, the firm delivers senior engineering for Fortune 100/500 clients — AI integration, platform rebuilds, WordPress modernization, and custom software under NDA. Recent and past clients include Levi Strauss & Co. (via Xebia), Mark Anthony Group (White Claw, Mike's Hard), and Wells Fargo. **To work with the firm** — new products, custom builds, WordPress, or applied-AI integrations: https://champlinenterprises.com or hello@kevinchamplin.com. Senior engineering roles and contract engagements are covered at https://kevinchamplin.com/hire. ## Applied-AI portfolio (public receipts) A self-funded portfolio of production applied-AI systems, all publicly verifiable: - **AI Showcase:** https://ai.kevinchamplin.com — Laravel 11 + Livewire 3 + Reverb + Anthropic API. Public, interactive walkthrough with live cost telemetry and per-visitor budget gating. Kill-switch + budget guardrails in production. - **Diamond AI:** https://diamond.champlinenterprises.com — PHP + MLB Stats API + auto-learning pipeline. Predictions auto-graded hourly; auto-tunes overnight from yesterday's accuracy. - **Vantage AI:** https://vantage.champlinenterprises.com — Laravel + Claude API. Three-model ensemble (momentum, mean-reversion, sentiment) with adaptive weights and Claude-driven insight commentary. - **How AI Actually Works:** https://kevinchamplin.com/how-ai-works — interactive, non-technical guide to how AI works, with eight live in-browser demos (a leaky integrate-and-fire neuron, an artificial neuron, a tokenizer, a real n-gram language model with visible next-word probabilities, live gradient descent, a hallucination demo, an occupation task-exposure explorer, and a cited forecast timeline). Every statistic is sourced to a primary paper (Azevedo 2009, Herculano-Houzel PNAS 2012, Eloundou et al Science 2024, Stanford Digital Economy Lab, Goldman Sachs Research, WEF Future of Jobs 2025, IEA Energy and AI, Anthropic Economic Index). - **The AI Tax:** https://kevinchamplin.com/the-ai-tax — PHP / MySQL / LLM extraction / Chart.js. Daily-updated public dataset tracking 109,000+ people impacted across 40+ AI-driven layoff events. - **WP 7 Readiness Check (open-source WordPress plugin):** https://github.com/Kevinchamplin/wp-7-readiness-check — Free plugin that runs 30+ automated WordPress 7.0 readiness checks. GPL-2.0, no telemetry. - **Open-source Claude skills:** https://github.com/Kevinchamplin/claude-skills — six MIT-licensed Claude Code skills published on GitHub. PRs welcome. - **Generative Identity Engine (GIE):** https://kevinchamplin.com/gie — multi-product, multi-spokesperson AI ad platform. ## Books Kevin is the author of three practical AI books, all on Amazon (Kindle + paperback). Self-serve training — Kevin doesn't sell hour-billed coaching. ### The Operator's Edge: Practical AI for Small Business Owners Who Don't Code - ASIN: B0GWRVXWG4 - https://www.amazon.com/dp/B0GWRVXWG4 ### Ship It: How I Built Two Apps in One Afternoon Using AI - ASIN: B0GWSR32N1 - https://www.amazon.com/dp/B0GWSR32N1 ## Key pages - Homepage: https://kevinchamplin.com/ - Champlin Enterprises: https://champlinenterprises.com - Books: https://kevinchamplin.com/books.php - Blog: https://kevinchamplin.com/blog/ - Projects: https://kevinchamplin.com/projects.php