I find the workflows costing you time and revenue, rank the opportunities by ROI, and build the AI Operating System that deletes manual work and speeds up operations — from lead follow-up to production AI software.
Most businesses bounce between agencies, freelancers, and consultants trying to solve interconnected problems in silos. I handle all three under one roof — with the kind of rigor that comes from building systems where millions moved every second.
Explore all AI and software services
Your website gets traffic but no calls. Your ads run but nothing converts. I build end-to-end marketing machines that turn strangers into customers and customers into regulars — with AI doing the heavy lifting around the clock.
Nobody's told you which processes AI should actually touch in your business — or how much it'll save you. I map your operations, find the money you're leaving on the table, and hand you a roadmap with real numbers attached.
Agencies quoted six figures and six months. I build production-ready MVPs, AI-powered platforms, and multi-tenant SaaS applications — solo, fast, and with architecture that won't collapse when real users show up.
You don't need another SEO vendor. You need every piece of your marketing connected into a single system — where a Google search at 11pm turns into a booked appointment by morning, without you lifting a finger. I call it the Outcome Journey.
Promises sound better when the work is there to back them up. Explore real client websites and SaaS products I built—then open the live experiences and see the decisions for yourself.
Explore the Full PortfolioClient websites
Spring Hill Legends turns local discovery into an editorial experience—giving Spring Hill businesses a polished setting where their stories, services, and community presence can stand out.
Responders First serves a serious mission. Its public website brings that purpose forward with an immediate message, direct program paths, and a visual presence built to feel human, credible, and calm.
The Havana Cafe website turns the restaurant’s Cuban identity into a vivid digital first impression, bringing food, atmosphere, heritage, and location together in an experience that makes visitors want to keep exploring.
E & I Mechanical’s website gives a commercial contractor the decisive digital presence buyers expect: a direct promise, visible service capability, and a professional path from first impression to project conversation.
Owned SaaS applications
The VSL Factory brings the moving parts of video sales letter production into a focused product experience—showing how a specialized workflow can become software built around the work itself.
AI Script Coverage Pro turns a specialized professional workflow into an accessible software experience, giving screenwriters clear paths into screenplay analysis, coverage, and market-focused feedback.
Challenger Pro shows what focused product execution looks like: a proof-based challenge concept developed from a blank canvas into an operating multi-tenant SaaS product in four months.
The Dossier reframes high-stakes preparation around the person—not just the meeting—turning public professional information into a focused product experience for understanding a counterpart.
Your team is drowning in repetitive work. Your competitors just automated half of it. The AI tools you bought last quarter? Collecting dust. I start with your P&L, not the hype — and show you exactly where AI creates real dollars-and-cents impact.
Your starting point
For companies exploring AI for the first time. Find out where the opportunities are before committing to a larger engagement.
The complete picture
For companies ready to build an actionable AI strategy with ROI projections, vendor recommendations, and a 90-day roadmap.
I roll up my sleeves
For companies ready to implement now. Includes hands-on buildout, custom workflows, team training, and 90 days of advisory support.
Trading platforms where a one-second outage costs more than your annual revenue. Healthcare systems processing billions. I've engineered at that scale — which is exactly why I know how to build your MVP lean, fast, and right.
Idea to testable product in 2-4 weeks. Strip it to the core hypothesis and build just enough to prove the market.
Internal tools, customer portals, data dashboards, API integrations — built to your exact workflow, not a vendor's idea of what you need.
GPT and Claude baked into your product with proper guardrails, fallbacks, and UX that users actually trust. Not just demos — production-grade.
Proper tenant isolation, Stripe billing, admin tooling, and the architecture decisions that separate startups that scale from startups that break.
Modern, proven technologies. No experimental frameworks. No resume-driven development. Just tech that ships and scales.
Fromlocalbusinessestoenterpriseteams,IdesignAIstrategies,revenuesystems,andcustomsoftwarethatcreateclarity,efficiency,andcompetitiveadvantage.Nofluff.Nobloatedteams.Justsenior-levelengineeringthatdeliversresults.
I'm Mark. For 20+ years, I was the engineer companies called when the system had to work — no exceptions. International investment banks trusted me with their trading infrastructure. Billion-dollar healthcare organizations put me in charge of the platforms their business ran on.
I collected the certifications, led the architecture teams, sat in the executive meetings. And somewhere along the way, I realized I'd stopped doing the thing I was actually great at: building.
So I walked away. Launched Screenwriting.AI (1500+ users). Built AI Script Coverage Pro for the film industry. Developed Challenger Pro from blank canvas to multi-tenant SaaS in four months. Now I bring that same energy to businesses that need real engineering behind their growth — not another vendor collecting retainers.
Read Mark's Story
What changed in your business is all that matters. I don't measure success by hours logged or features shipped — I measure it by revenue gained, time saved, and problems eliminated.
Complexity is easy. Simple that works is hard. Every line of code, every workflow, every strategy gets pressure-tested against one question: is there a simpler way that still delivers?
Shipped beats polished. A working prototype in two weeks teaches more than six months of planning ever will. Get it live, get it real, then iterate with actual data.
No inflated scopes. No manufactured urgency. If the answer is "you're fine without me," that's exactly what you'll hear. Trust is the foundation — everything else is built on top of it.
The AI Mindset
AI Strategy & Adoption
Use a proof-led AI vendor evaluation to test real work, data handling, failure behavior, ownership, support, and your ability to leave.
August 11, 2026 · 11 min read
Custom Software & SaaS
Use a practical same-work audition to compare AI models against your real task, quality bar, constraints, speed, and operating needs.
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Custom Software & SaaS
Learn what MCP means in AI, when it can simplify business-tool connections, and how to decide whether it is useful infrastructure or extra machinery.
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