Custom AI systems
that actually ship.
I'm Drew — I help Directors and AI leaders go from vague idea to working system. Scope, build, and deploy compound AI that delivers measurable ROI.
You have an idea. Let's find out if it's worth building.
No decks. No proposals. Just a straight line from idea to working system.
You have an idea
Maybe it's specific, maybe it's vague. Either way — you think AI could change something in your business and you want to know if that's actually true.
15-min validation call
We map the actual problem, check feasibility, and figure out if there's real ROI. You'll get an honest answer — including if AI isn't the right tool here.
We build it together
Deep dives, scoping sessions, then actual delivery — compound AI pipelines, RAG systems, evals. Built in raw SDK and shipped to production with ROI you can measure.
Go at your own pace.
Not ready to build yet? Everything you need to get up to speed is here — free.
Required Skills for AI Transformation
The 4 phases of AI implementation and what leaders need at each stage.
Uber's Genie GenAI Copilot — 0 to 1
How Uber scoped, built, and scaled their internal GenAI architecture.
Multi-Agent Systems Foundations
Architecture patterns, failure modes, and when multi-agent makes sense in enterprise.
Build vs Buy: The Real Framework
When to buy off-the-shelf, when to build custom, and how to make the economic case.
AI Agent Risks Nobody Talks About
The real failure modes of agentic systems in production — not the hypothetical sci-fi ones.
Human-in-the-Loop AI Workflows
Practical patterns for keeping humans in the decision loop without killing automation ROI.
Required Skills for AI Transformation
The 4 phases of AI implementation and what leaders need at each stage.
Uber's Genie GenAI Copilot — 0 to 1
How Uber scoped, built, and scaled their internal GenAI architecture.
Multi-Agent Systems Foundations
Architecture patterns, failure modes, and when multi-agent makes sense in enterprise.
Build vs Buy: The Real Framework
When to buy off-the-shelf, when to build custom, and how to make the economic case.
AI Agent Risks Nobody Talks About
The real failure modes of agentic systems in production — not the hypothetical sci-fi ones.
Human-in-the-Loop AI Workflows
Practical patterns for keeping humans in the decision loop without killing automation ROI.
15 minutes to find your highest-value AI use case.
No prep needed. We'll figure out if there's something worth building — and what it would take.
Book a free 15-min call →