Custom AI software for businesses ready to operate in 2026.
Two years embedded with construction, fabrication, fence, HOA, e-commerce, and gaming clients — building the AI agents, custom CRMs, and operational dashboards they couldn't buy off the shelf.
Boutique consultancy. Direct access to the principal architect. No agency tax.
What I Build
AI-native software, end to end.
Other consultants bolt AI onto existing systems. I design the system around the AI from day one — so your agent has real privileges, your dashboards mean something, and your team uses it because it actually works.
AI Agents & Integrations
Conversational agents that take real action — qualify leads, book appointments, transcribe meetings, generate proposals. Function-calling against your real CRM and accounting, not chatbot tours that go nowhere.
Custom CRMs & Dashboards
Industry-specific operating systems for businesses that have outgrown generic SaaS. Job lifecycles, material catalogs, vendor portals, real-time profitability — built around how your business actually runs.
Modern Web & E-commerce
Production-grade websites and storefronts on Next.js, Vercel, Supabase. AI-generated visuals, edge rendering, and the brand work that separates a real business from a template.
Industries Served
Trusted across industries.
Production AI software shipped for operators in construction, custom fabrication, field services, HOA management, e-commerce, and B2B lead generation. Same playbook every time — agents, custom CRMs, real dashboards built around how your business actually runs.
See the case studies
Featured Work
Real platforms, real businesses.
5 of the systems I've shipped — across iGaming, custom fabrication, fence contracting, HOA SaaS, and B2B lead-gen. Click into any of them for the full case study.
The Vision
From paperwork to parallel processing.
The same business operations, before and after AI integration. Not science fiction — every example below is in production code at one of the case studies on this site.
Sales rep takes a 15-minute call, types the notes into a spreadsheet, emails it to the office.
Sales rep records the call. Agent extracts the prospect, fence type, materials, footage, and pricing. Job created in 2 minutes.
Subcontractors get bid packages by email. Half forget. The other half need three reminders.
Vendor portal. Self-serve documents, automated 2-week / 1-week / 3-day reminders, full engagement audit trail.
Office staff prints job cards. Field crews handwrite hours and photos. Office re-keys it back into the system.
Field crews update jobs on phones — photos, signatures, time entries — and the office sees it live.
Owner pulls 4 reports from 3 dashboards every morning to figure out what changed yesterday.
AI brief in their inbox at 7am: who reached out, which leads are hot, what slipped, what to do today.
The Stack
Real infrastructure. Frontier models.
Not a no-code stitch-together. Production code on the stack the rest of the internet is moving to — Next.js 15+, Supabase, Vercel — wired into the latest models from OpenAI, Google, and Anthropic.
AI / LLMs
- OpenAI GPT-4 / GPT-Image-2
- Google Gemini 3 Pro/Flash
- Anthropic Claude
- ElevenLabs TTS
- Whisper / Deepgram
Frameworks
- Next.js 15+ (App Router)
- React Server Components
- TypeScript everywhere
- Tailwind CSS
- Framer Motion
Infrastructure
- Vercel + Fluid Compute
- Supabase Postgres + RLS
- Drizzle ORM
- AWS Aurora Serverless
- Terraform / Docker
Integrations
- Stripe + Stripe Connect
- Twilio (SMS / WebRTC)
- Resend (transactional email)
- Google Maps + Places
- Custom MCP servers
Numbers
From the actual code.
These aren't aspirational. They're scope signals from the production builds linked above — counted in the codebases.
Agent operations
wired into DinoClaw's ERP layer
SKU material catalog
imported & live in Seegars CRM
API routes
powering Metalcrafters production
AI providers integrated
OpenAI · Gemini · Claude · Deepgram · ElevenLabs
Want the per-project breakdown? Each case study includes the full scope.
Operator Voices
What owners say.
Direct quotes from owner-operators who've hired me. AI-era client testimonials landing soon.
Winston can take a poorly described concept and make it exactly what we're looking for. He just gets it and delivers beyond expectations every time.
Tell me what your business actually does.
I'll write you back with the version of the case studies on this site I'd build for you — specific to your operation, including pricing.