AI systems that actually run the work.
I design and build the agents, workflows, and connected systems that turn repetitive business processes into automation that actually ships.
How I approach this
I don’t start with “what AI tool should we use.”
I start with: what happens when this breaks, slows down, or gets missed?
Built systems
Proof, not a pitch.
Three demo builds you can actually run. Each one is a prototype built to show how the underlying system works — not a claim about a real client project.
AI Lead Recovery System
See what happens when a new lead arrives — even after hours. Instead of sitting in an inbox until tomorrow, the system qualifies the lead, updates the CRM, drafts a response, alerts the sales team, and schedules follow-up.
Demo enquiry
Sarah Mitchell — Mitchell Renovations
“Hi, we're looking for a quote for renovating our kitchen. We'd like to get someone out to look at the property next week.”
Without automation
- New enquiry
- Sits in inbox
- Someone notices it
- Someone qualifies it
- Someone enters it in the CRM
- Someone responds
- Someone remembers to follow up
With automation
- New enquiry
- AI qualification
- CRM updated
- Personalized response
- Sales alert
- Follow-up scheduled
Also built
AI customer support agent
Support inboxes fill up with the same handful of questions. This agent reads the request, pulls the real order/account context, and drafts a reply — instead of a human retyping the same answer for the tenth time today.
Try a question
AI business admin automation
Every incoming email that needs sorting, logging, and a reply eats time that should go to actual work — not retyping the same three responses.
What I build
Three ways automation actually earns its keep.
AI Agents
Conversational and task agents wired to your actual tools — not a chatbot that stops at answering questions.
Workflow Automation
n8n pipelines that move data and trigger actions across the tools you already run, with errors that surface instead of failing silently.
Systems Integration
APIs, webhooks, and data plumbing connected so your existing software actually talks to each other.
Stack
Real tools, not buzzwords.
AI & Agents
Automation
Product
Infrastructure
Testing
Build proof
This website is proof #1.
Jayson AI Holland — this website
Built with Claude Code, in the open — the Build Log documents every real iteration.
More builds, coming
Additional repositories, live demos, and architecture writeups get linked here as each one ships — nothing invented ahead of time.
Have a process worth automating?
Tell me what’s happening today — I’ll tell you straight whether automation actually helps.
Start a build