Practical AI for
real businesses.
We help you understand where AI fits in your business, then build the systems that deliver it.
What we do
You do not need more AI tools. You need to know what matters, where it pays off, and how to build it so it holds. That is the work, in three layers.
Education
AI literacy for business owners and teams: videos, free resources, and training when you need it.
Education
AI literacy for business owners and teams: videos, free resources, and training when you need it.
- Videos on the channel
- Free resource library
- Courses and training sessions: book a session and tell us what your team needs.
Consulting
Audits and roadmaps. We map how your business actually runs and find where AI genuinely pays off.
Consulting
Audits and roadmaps. We map how your business actually runs and find where AI genuinely pays off.
- Discover. A free 30-minute call to understand your situation and recommend the right next step: a comprehensive assessment, training, or one-on-one consulting.
- Assess. If an assessment is the fit, we go deep: interviews across your team, then defining and prioritizing the opportunities we find.
- Roadmap. The assessed opportunities become a proposed blueprint, prioritized and scoped. Execute it with us or without us.
Implementation
Automations, integrations, and AI systems built end to end, documented, and handed over working.
Implementation
Automations, integrations, and AI systems built end to end, documented, and handed over working.
See it in practice: read the case studies — what we built, what it replaced, and the figures behind it.
How we build
Every system we deliver is built in layers, each one useful on its own. The AI learns your business first; automation comes after, and only where it pays for itself.
Case studies
All case studiesWhat we built, and what it replaced.
Mind.Body.Simplified
Each school assembly took 2–3 weeks. Now it takes under a day.
Research, script, deck, worksheet, and a custom game — every nutrition assembly for a California elementary school needs all five. Its founder now produces them herself, on an engine we built her. Her reported figures.
Read the case study
Our own product
Shipping and operating a real AI product, solo.
279 pull requests, 23 event surfaces across two olympiads, and a second model checking every generated question before a student sees it.
Read the case study“What used to take me several weeks now takes less than a single day, allowing me to spend my time refining ideas and delivering better educational experiences instead of getting buried in repetitive work.”
A redwood is nature's tallest stack.
It grows ring upon ring into the tallest, most resilient living thing on Earth. And it stands that tall because its roots spread wide and interlock with its neighbors.
That is where we take our cues. Real architecture at the roots. Automation that compounds ring by ring. Systems that interlock with the tools you already run. Much of the industry plants saplings, brittle prompt hacks that snap when the next model drops. We take the slower, stronger way.
Deep roots. Stacked rings. Connected systems.
From building the giants to building things that last
For 18 years I helped build the giants: the ad-ranking AI at Meta, generative AI platforms at eBay, data systems at Twitter. When I turned to the wider AI market, I saw brittle demos everywhere, sold fast and gone in a season. The redwoods near my home in Northern California point the other way: grow slow and deep, one solid ring at a time. That is the standard I bring to every build.
Straight talk on AI
Free education for business owners: plain answers to the questions you are actually asking, from someone who built AI inside Big Tech.
Free resources
All 14 resourcesChecklists, cheat sheets, and guides from the channel, free to download. The library grows as we publish.
Who's Driving? Cheat Sheet
Work out which of the three kinds of AI product you are actually being sold.
Download PDFBubble-Proof Buying Checklist
Questions to ask before buying AI tools, so the purchase still makes sense if the hype cools.
Download PDFDoes It Have a Right Answer?
The one test that predicts which tasks AI takes over first, and which stay with people.
Download PDFStart with an AI Discovery Session
Tell Abhi what your business does and where you are stuck. You leave with an honest read on where AI can realistically help, and where it cannot. Pick a time below.