Stop Burning Money on Marketing Experiments That Never Ship
Your Marketing Team Wants Speed. They Want To Ship. Not More Tools.
The problem with "AI marketing" isn't the AI. It's everything else.
You've seen the demos. Content that writes itself. Ads that optimize while you sleep. Workflows that turn one brief into fifty pieces of marketing.
But when you actually try it?
- ✕ Quality drops so fast your brand team revolts
- ✕ Nothing connects to anything else
- ✕ You spend more time editing AI output than writing from scratch
- ✕ Legal freaks out about compliance
- ✕ And somehow you're busier than before
Here's what's actually happening: You're trying to solve a systems problem with a tool problem.
Ship More With a Smaller Team (With Guardrails)
I'm Duncan Trevithick. For 8+ years, I've built marketing systems that grow revenue while cutting wasted effort.
Not marketing "strategies." Not more content. Systems.
The kind where you input a brief on Monday and multi-channel output ships Friday—with human review where it matters, automation where it doesn't.
Recent wins:
- ★ 25% leads growth managing content across 3 brands at LXT.ai
- ★ Cut weekly content production from 40h to 8h while tripling output
- ★ 5x YouTube ROAS for Koinly during Australian tax season
- ★ Tripled organic traffic YoY for potential.ly SaaS platform
- ★ Built AI workflow that processes 100+ property analysis events daily
Leadership goals I help achieve:
- ↑ Faster time-to-market for campaigns and content
- $ Reduced cost per acquisition through automation
- ⚑ Risk management with compliance and quality controls
- ↗ Measurable ROI on marketing technology investments
- ● Team efficiency gains without adding headcount
The Real Problem: Everyone Talks AI, Nobody Talks Plumbing
You don't need another "AI consultant" who shows you ChatGPT tricks.
You need someone who builds reliable plumbing between your brief and your results.
Here's what that actually looks like:
Retrieval from approved sources
(no raw model hallucination)
- ◕ Your style guides enforced in every prompt
- ◕ Brand voice templates that actually work
- ◕ Content pulled only from pre-approved knowledge bases
Human-in-the-loop where it matters
- ◕ Staging queues for everything public-facing
- ◕ Confidence thresholds that auto-route for review
- ◕ Legal gets a simple data map on day one
Every workflow logged, versioned, easy to turn off
- ◕ Transparent scoring instead of "black box" decisions
- ◕ Weekly change notes your team can actually read
- ◕ Auto-rollback when quality dips below threshold
How This Looks in Practice
Case Study: LXT.ai Content Engine
Challenge: Global content roadmap across 3 brands, small team
Solution: AI "refresh" workflow with approval gates and brand enforcement
Result: 25% leads growth, writers spend 50% less time on drafts
Case Study: Property Analysis Automation
Challenge: Manual property evaluation taking days per report
Solution: AI workflow processing 100+ data points into structured analysis
Result: Same-day property insights with human QA validation
Case Study: YouTube Ad Optimization
Challenge: Koinly needed Australian tax season campaigns fast
Solution: Automated ad creative testing with performance feedback loops
Result: 5x ROAS with minimal manual oversight
Your Marketing Team Wants Speed. Your Leadership Wants Control.
Marketing gets:
- ↻ Repeatable system that turns briefs into multi-channel output
- ▶ Clear roadmap showing what ships this week vs next
- ◉ Attribution that sales actually accepts
Legal gets:
- ⚿ No PII in prompts (approved data sources only)
- ◅ Provider DPA list on day one
- ⤓ Simple data map they can actually review
Leadership gets:
- ◎ Pipeline they trust (not vanity metrics)
- ⤊ Measurable impact on sales velocity and CAC
- ▣ Risk management with vendor lists and rollback plans
Stop Paying for Experiments. Start Shipping Systems.
The difference between "AI marketing" and actual results:
| What everyone else sells | What you actually get |
|---|---|
| "AI will revolutionize everything!" | Working automations tied to real outcomes |
| Flashy demos | Before/after numbers on speed and quality |
| "Trust the algorithm" | Screens of monitoring, scoring, rollback plans |
| Implementation "someday" | Short pilot showing reduced manual work |
Why Companies Work With Me
I build things that actually work.
While others are selling AI dreams, I'm shipping real systems:
- ✓ Built AI workflow apps using modern development tools
- ✓ Read API docs and connect disparate tools daily
- ✓ HubSpot RevOps certification (I know your actual tech stack)
- ✓ Python automation tools that saved CFA UK 10x on platform migration
I'm outcome-obsessed, not strategy-obsessed.
I've done this at scale. 8+ years building marketing systems for SaaS, solar, and AI companies. Currently managing global content roadmap across 3 brands at LXT.ai with 25% leads growth.
Ready to Ship More With Your Current Team?
Let's have a 15-minute conversation. I'll quickly assess your biggest marketing bottlenecks and share 2-3 specific opportunities where AI automation could make an immediate impact.
No pitch. No pressure. Just a quick assessment.
"Every workflow logged, versioned, and easy to turn off. Weekly wins, not slide decks."
Duncan Trevithick
SEO & Content Marketing | AI Workflow Automation | B2B SaaS Growth