Get your engineers actually productive with AI.
That means planning before they prompt, usable code on the first pass, and knowing when AI helps and when it doesn't. We coach each developer in their real codebase until it's habit.
// who you'll work with
You work directly with me.
I'm Ian. I have led AI integration for 50-person engineering teams, and advised on AI integration across 1,000-person organizations. That experience led directly to me starting this company.
Since then I've worked one on one with dozens of engineers across a number of teams. I know where these tools actually speed engineers up and where they just waste their time. When you bring me in, you work with me from start to finish. Your team is already using AI, but I get them good at it.
// from a recent engagement
Ian spent real, valuable time with us, starting with a general overview session followed by a one-on-one with every engineer on the team. That individual attention set the engagement apart. Rather than simply a generic "here's how to use AI" deck, each person walked away with concrete, tailored guidance on maximizing the tools in their actual workflow. I'd recommend him without hesitation to any engineering team looking to level up how they work with AI tools.
AI adoption is harder than it looks
Most teams hit the same walls. Here's how we get past them.
The Challenge
AI can make your engineering org faster, but finding what works for your stack takes time you don't have
Our Approach
We audit your workflows and deploy what fits. No guesswork.
The Challenge
Some devs use Copilot, others use ChatGPT, most wing it. There's no shared approach.
Our Approach
We get your whole team on one proven workflow and train them to run it
The Challenge
Everyone says AI will transform how you ship. Nobody showed you how.
Our Approach
We make your org measurably more productive with AI workflows built for your stack
Our Process
How we help your team
A structured engagement that takes your team from AI-curious to AI-productive.
Discovery
Assess current workflows and identify AI opportunities
Training
Leadership briefing and hands-on developer workshop
Implementation
Integrate AI into real workflows with actual code
Champions
Develop internal AI experts who sustain momentum
Ready to see what your team can do?
We embed with your team and leave you with AI workflows that stick, scoped upfront, with no surprises.