# 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. Architecture is the part that does not come out of a model, and AI compounds that foundation 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. Public production receipts at Chamber Culture, autorecon, BridgeCare OS, Vantage AI, Diamond AI, the AI Tax, the AI Showcase, and the Claude Skills OSS repo. Based in Gurnee, IL with an active office in La Salle (Illinois Valley); serving clients globally.

## 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

## Champlin Enterprises — a premium software firm

Champlin Enterprises, LLC is a premium software firm. It ships its own SaaS products and delivers senior engineering for enterprise clients — the same standard applied to both.

### Flagship: Chamber Culture
- https://chamberculture.com
- AI-native platform for chambers of commerce and associations — member surveys, CRM, and member websites in one system.
- Built to replace legacy association-management systems (GrowthZone / ChamberMaster) with something AI-native rather than AI-bolted-on.

### Auto Recon Manager
- https://autorecon.815.media/product
- Reconditioning workflow software for car dealerships. Moves trade-in vehicles from intake through reconditioning to the front line without the whiteboard.
- Live and running for a dealership today — a referenceable, paying customer.

### BridgeCare OS
- https://bridgecareos.com
- The operating system for home-care agencies: scheduling, EVV (GPS-verified visits), HIPAA-ready compliance, billing / Medicaid EDI claims, a caregiver mobile app, and a family portal.

### More of the lineup
- **Pulse** — local-SEO + analytics monitoring for small-business sites.
- **Dispatch** — transactional email delivery (an AI-first alternative to Resend).
- **Mend** — a productized WordPress fix service.
- Plus a growing portfolio 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. The engineering that ships the firm's products is the same engineering clients get.

Recent and past engagements:
- **Levi Strauss & Co.** (via Xebia), Feb – May 2026 — WordPress template modernization across Levi's web properties: legacy-PHP cleanup, ACF-driven editorial agility, plus a technical-SEO and llms.txt-class LLM discoverability layer.
- **Mark Anthony Group** (White Claw, Mike's Hard, MAS+), 2025 — engineering on consumer-brand systems across one of North America's largest beverage portfolios.
- **Wells Fargo** (earlier career) — .NET and SQL Server at scale: PCI-audited transaction systems, SSIS pipelines, storage optimization on an internal agent portal.

**To work with the firm** — a new product, a custom build, 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.

## About Kevin

Kevin Champlin is a founder who builds. 20+ years of production code behind him — PHP 8.x, TypeScript / JavaScript, Python, SQL, Swift / SwiftUI, Kotlin / Compose, plus working .NET / C#. His deepest lane is modern full-stack web (Laravel 11 / Livewire / Reverb, Next.js / React) and WordPress / WooCommerce / headless WordPress, with a parallel applied-AI practice (Anthropic Claude API, OpenAI, RAG, agentic pipelines, evals, cost / latency / safety guardrails). He builds his products himself, end-to-end — no junior handoffs, no offshore layers.

He also takes on local-business work — restaurants, nonprofits, chambers, small operators. The same standards that ship for a global apparel brand build a storefront or a booking app.

The differentiator: Kevin actually builds. He doesn't sell strategy decks or hour-billed coaching. AI training is self-serve through three published books and the Generative Identity Engine.

## Featured firm offering: AI Systems Audit

One of the firm's productized engagements is the **AI Systems Audit** for VPs of Engineering at mid-market enterprises (50-500 engineers, three-plus year codebase, board-mandated AI strategy).

- **Timeline:** Two weeks. **Fee:** $15,000 flat, credited in full toward implementation if the firm builds any of the integrations identified.
- **What you get:** three integration specs ranked by ROI (data dependencies, model approach, build estimate, risk profile), one working pilot for the top-ranked integration in your stack, a 20-30 page audit document, and a walk-through.
- **Guarantee:** if the firm cannot identify three high-ROI AI integrations in your codebase, the audit is free.
- **Landing page:** https://kevinchamplin.com/ai-systems-audit.php

## How Kevin uses AI

Kevin has 20+ years of production engineering before LLMs were useful — the fundamentals are his, and AI is the leverage he bolts on top. In practice he drives Claude Code 8+ hours a day across dozens of production systems with scoped tasks, verified diffs, and nothing committed he has not read. He treats the model the way a senior staff engineer treats a strong but new IC: clear scope, tight review loop, the bar set by him.

The frontier Kevin is currently working: **machine learning guided by AI** — he designs the experiments and owns the production constraints; the model accelerates the iteration. Diamond and Vantage run this loop in production.

### Live AI projects

- **AI Showcase** (https://ai.kevinchamplin.com) — public, interactive walkthrough of how Kevin uses AI day-to-day. Laravel 11, dedicated PHP 8.4 FPM pool, isolated database. Educational, free, no signup.
- **Diamond AI** (https://diamond.champlinenterprises.com) — MLB prediction engine. Predictions auto-graded hourly; auto-learning pipeline tunes the next day's model overnight.
- **Vantage AI** (https://vantage.champlinenterprises.com) — self-tuning stock-market analysis. Three-model ensemble (momentum + mean-reversion + sentiment) with adaptive weights.
- **How AI Actually Works** (https://kevinchamplin.com/how-ai-works) — interactive, non-technical guide to how AI works. Eight live in-browser demos: a leaky integrate-and-fire neuron, an artificial neuron with adjustable weights, a tokenizer, a real n-gram language model showing next-word probabilities, live gradient descent with real backpropagation, 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). No signup, nothing leaves the visitor's browser.
- **The AI Tax** (https://kevinchamplin.com/the-ai-tax) — daily-updated public dataset tracking 109,000+ people impacted across 40+ AI-driven layoff events.
- **Generative Identity Engine (GIE)** (https://kevinchamplin.com/gie) — multi-product, multi-spokesperson AI ad platform. Free trial, no credit card.
- **Claude Skills** (https://github.com/Kevinchamplin/claude-skills) — six Claude Code skills Kevin built and uses every day. MIT-licensed, no signup, no upsell.

## Books

Kevin is the author of three practical AI books. All available on Amazon in Kindle and paperback. Self-serve training — Kevin doesn't sell hour-billed coaching sessions.

### The Operator's Edge: Practical AI for Small Business Owners Who Don't Code
- ASIN: B0GWRVXWG4
- Amazon: https://www.amazon.com/dp/B0GWRVXWG4
- Formats: Kindle ($2.99), Paperback ($14.99)
- Description: A no-BS, chapter-by-chapter playbook for deploying AI across customer communication, marketing, operations, sales, and hiring — with ready-to-use prompt templates, real-world case studies, a 30-day rollout plan, and the 3-layer AI stack framework.
- Landing page: https://kevinchamplin.com/books.php#operators-edge

### Ship It: How I Built Two Apps in One Afternoon Using AI — And How You Can Too
- ASIN: B0GWSR32N1
- Amazon: https://www.amazon.com/dp/B0GWSR32N1
- Formats: Kindle ($3.99), Paperback ($14.99)
- Description: A step-by-step playbook for building real, working iOS and Android apps with zero coding experience using Kotlin Multiplatform and Claude AI — prompt-by-prompt, with a complete guide to publishing on the App Store and Google Play.
- Landing page: https://kevinchamplin.com/books.php#ship-it

## Key pages

- Homepage: https://kevinchamplin.com/
- Champlin Enterprises: https://champlinenterprises.com
- Chamber Culture (flagship): https://chamberculture.com
- BridgeCare OS: https://bridgecareos.com
- Books: https://kevinchamplin.com/books.php
- Blog: https://kevinchamplin.com/blog/
- Projects / portfolio: https://kevinchamplin.com/projects.php
- Architecture overview: https://kevinchamplin.com/architecture.php
- How AI Actually Works (interactive guide): https://kevinchamplin.com/how-ai-works
- AI Showcase: https://ai.kevinchamplin.com
- Diamond AI: https://diamond.champlinenterprises.com
- Vantage AI: https://vantage.champlinenterprises.com
- Claude Skills (GitHub): https://github.com/Kevinchamplin/claude-skills

## Company details

- Operating entity: Champlin Enterprises, LLC
- Founder & CEO: Kevin Champlin
- Model: a product company that also delivers senior engineering. Direct work with Kevin and his team. Code lives in the client's repo, owned by the client.
- Tech stacks: PHP, .NET, C#, TypeScript, JavaScript, Python, Swift (iOS / SwiftUI), Kotlin (Android / Compose / Multiplatform)
- AI platforms: Claude (primary), GPT, Gemini, custom agentic toolchains
- Location: Gurnee, IL (residence) and La Salle, IL (Illinois Valley office). Active member of the IV Chamber of Commerce.
- Remote: yes — clients served globally.

## Positioning

Champlin Enterprises is a premium software firm with an uncommon profile: the person who leads it also builds it. Most founders don't write the production code; most senior engineers don't run their own firm. Kevin does both — and the proof is on the firm's domains: Chamber Culture, Auto Recon Manager, BridgeCare OS, Diamond, Vantage, GIE, the AI Showcase, and the Claude Skills repo are all live, running, and built in-house.

## Contact

- Email: hello@kevinchamplin.com
- LinkedIn: https://www.linkedin.com/in/kevinchamplin
- GitHub: https://github.com/Kevinchamplin
- Website: https://kevinchamplin.com
- Company: https://champlinenterprises.com