Stop running your business manually.
I build AI systems that handle the repetitive work — lead intake, reporting, scheduling, follow-up — so your team can focus on what actually moves the needle.
You know AI matters. You just don't have time to figure it out.
Every week there's a new tool, a new platform, a new “game-changing” demo. Your competitors are posting about AI on LinkedIn. Your team is experimenting with ChatGPT on the side. And you're stuck wondering: what actually moves the needle for my business?
You've probably tried a tool or two. Maybe hired someone who built something that nobody uses. The gap between “AI is incredible” and “AI is working in my business” is wider than anyone admits.
You don't need more information. You need someone who builds production systems and can tell you exactly where AI fits in your operations.
David Flynn
A decade in software engineering. Started in data pipelines and system integrations. Now focused entirely on AI for businesses that need things to actually work.
I run Automatic, ship my own products (HomeOps, Fatherly, zipIQ), and use the exact same stack for client work. Building my own stuff keeps me sharp. It also means I'm not learning on your dime.
Based in Nashville. I work like a technical co-founder, not a contractor. I push back when something should be done differently. I ship before I slide-deck.
What People Say
“I sent David a Loom of a bug at 9pm. It was fixed and deployed before I woke up. We have a complex operation with hundreds of tasks and team members — he's the only dev I've worked with who actually digs in instead of giving me a timeline and a quote.”
Jeremy H.
Founder, Onyx Construction
“David works like a technical co-founder, not a contractor. He's deep in the code, understands the product, and will push back when something should be done differently. That's genuinely hard to find.”
Darren C.
Co-Founder, Gameplan
“Most developers build what you tell them to. David built what we actually needed — which was different. He understood our distribution network, the compliance angle, and designed the product around how our clients really operate.”
Rathi
Founder, SubOps
“Polished, professional, done fast — and at a fraction of what agencies quoted. David just gets it done.”
Jordan B.
Founder, Mt. Gaines Rock
“I didn't know where to start with AI. David came in, mapped out exactly where the leverage was, and we had something working within two weeks. No fluff, no bloated project plan.”
Patrick
Owner, Radon1
“I sent David a Loom of a bug at 9pm. It was fixed and deployed before I woke up. We have a complex operation with hundreds of tasks and team members — he's the only dev I've worked with who actually digs in instead of giving me a timeline and a quote.”
Jeremy H.
Founder, Onyx Construction
“David works like a technical co-founder, not a contractor. He's deep in the code, understands the product, and will push back when something should be done differently. That's genuinely hard to find.”
Darren C.
Co-Founder, Gameplan
“Most developers build what you tell them to. David built what we actually needed — which was different. He understood our distribution network, the compliance angle, and designed the product around how our clients really operate.”
Rathi
Founder, SubOps
“Polished, professional, done fast — and at a fraction of what agencies quoted. David just gets it done.”
Jordan B.
Founder, Mt. Gaines Rock
“I didn't know where to start with AI. David came in, mapped out exactly where the leverage was, and we had something working within two weeks. No fluff, no bloated project plan.”
Patrick
Owner, Radon1
How we work together
Pick the depth that matches your situation. Every engagement is designed to produce something you can use immediately.
AI Roadmap Sprint
48-hour turnaround
- 60-min kickoff call
- 3-5 prioritized AI opportunities
- Implementation brief with tool recs
AI Audit
14-day engagement
- 2 working sessions (60 min each)
- AI Opportunity Report with ROI estimates
- Implementation-ready roadmap
- Direct email support throughout
Monthly Retainer
3-month minimum
- Shared backlog, you set priorities
- Regular strategy calls
- Continuous shipping and iteration
- Team training as systems go live
What I build
Everything ships production-ready. No prototypes that gather dust.
AI Workflow Automation
Replace manual processes with systems that run themselves. Lead intake, quoting, reporting, scheduling.
Custom AI Agents
Production-grade agents that do real work. Not chatbots. Systems that read, decide, and act on your behalf.
Tool Integration
Connect your CRM, email, calendar, and databases into a single automated pipeline. No more copy-paste between tabs.
AI Strategy & Roadmapping
Cut through the noise. Get a prioritized list of what to build, what to buy, and what to ignore.
Team Enablement
Train your team to use AI tools effectively. Custom Claude/GPT skill files, SOPs, and workflows they'll actually adopt.
Ongoing AI Operations
Monthly retainer. Shared backlog. I build what matters most, you stay focused on running the business.
How I operate
Ship fast, iterate faster
First working system in weeks, not months. You'll see progress before you question whether this was worth it.
No black boxes
You'll understand what I built and why. Every system comes with documentation and a handoff plan. Nothing held hostage.
Fire me if I'm not adding obvious value
No long contracts. No lock-in. If the ROI isn't clear, we shake hands and part ways. I'd rather earn the next month than contractually obligate it.
Practitioner, not advisor
I don't hand you a PDF and wish you luck. I build the thing, deploy it, and make sure it works in your actual operations.
Is this a fit?
We'll work well together if:
- You run a real business with revenue and customers
- You have manual processes that eat hours every week
- You want AI that works, not AI that impresses at demos
- You value speed and clarity over elaborate project plans
Probably not a fit if:
- ×You want a chatbot on your website for the sake of having one
- ×You need someone to manage a team of developers
- ×You're looking for the cheapest option available
- ×You want a 6-month discovery phase before anything ships
Let's figure out where AI fits.
Start with the AI Audit. In two weeks you'll have a clear roadmap and know exactly what to build first.
Not sure yet? Book a free 15-min call or read the free playbook.