Logan Lincoln

AI Product Leader & Builder

I don't deal in hype.
I operationalise AI.

Product executive and technical builder with nine years in regulated B2B SaaS. I bridge commercial strategy and engineering execution to ship AI systems that work in production, not just on slides.

Open to opportunities|Senior AI product leadership roles in Brisbane

View my workGet in touch

8

Enterprise Products

50+

AI Features Shipped

130+

Screens Shipped

9+

Years Enterprise SaaS

2

Platforms Built Solo

Featured Work

View all
OpenChair: Building a Production AI SaaS Platform as a Solo Operator
AI Product Building

OpenChair: Building a Production AI SaaS Platform as a Solo Operator

Solo operator builds production multi-tenant SaaS with 50+ AI features and native mobile apps for beauty and wellness, using AI across the full stack.

OpenTradie: AI-First Operating System for Trade Businesses
AI Product Building

OpenTradie: AI-First Operating System for Trade Businesses

Production AI platform for trades and contractors: AI voice receptionist, smart scheduling, crew dispatch, quoting and AI growth coaching in one system.

Scaling AI from Zero to Ten Features in a Regulated Enterprise
Enterprise AI Leadership

Scaling AI from Zero to Ten Features in a Regulated Enterprise

How I established AI governance at Cotality and shipped the company's first commercial GenAI integration, scaling from zero to 10 production AI features.

Rebuilding a Flagship Product: Platform Modernisation at Cotality
Enterprise Product Leadership

Rebuilding a Flagship Product: Platform Modernisation at Cotality

Led the complete rebuild of RP Data, Australia's dominant property analytics platform: 20% MAU growth, 730% mobile expansion and 30%+ churn reduction.

Latest Writing

View all
AI Product BuildingDeep dive

I Try to Jailbreak Every AI Chat I Use. Most of Them Let Me.

Six production chat surfaces, a habit of breaking every AI chat in the wild, and the defence-in-depth stack that keeps your prompts contained.

15 Apr16 min read
Read →
AI Strategy & Leadership

You'll Get the AI Org Design Wrong Twice

Most enterprise AI teams centralise first, then decentralise. Both fail. Here's the hub-and-spoke structure that actually works.

14 Apr6 min read
Read →
AI Strategy & Leadership

Every Team Has a Barrel Problem. AI Just Exposed It.

Keith Rabois' barrels vs. ammunition framework reframes what AI changes about teams. More ammunition without more barrels solves the wrong problem.

14 Apr8 min read
Read →
Handbook

Product Management in the AI Era

An opinionated guide to building products that matter. 18 chapters covering principles, process, AI architecture, and competencies.

Product Principles

The mental models that shape how high-performing product teams think, operate, and make decisions.

6 chapters

Product Lifecycle & Process

The operational playbook from discovery through delivery, launch, and continuous optimisation.

8 chapters

AI Product Architecture & Operations

The AI-specific technical decisions that separate production AI products from prototypes.

5 chapters

Roles, Competencies & Organisation

The product builder role, competency model, and team design for the AI era.

5 chapters
Read the handbook

Let's talk.

I'm open to senior AI product leadership roles in Brisbane, and I take on select advisory and consulting work. If you're building something real with AI, reach out.

Get in touch