Training, strategy, and hands-on implementation — from PhDs who use these tools in their own work every day. We don't sell anyone's platform; we recommend what fits.
Every week brings a new announcement — a new model, a new tool, a new agent — each pitched as the future. The pace is real, the volume is real, and nothing about it is slowing down.
Figuring out what matters, what to ignore, and what to actually do is most of the work. It's also our daily job.
Practical AI training for teams that need to actually use these tools. Not just talk about them. Workshops, webinars, and curricula built around problems your team already faces.
AI transformation strategy for teams adopting these tools. We embed briefly to sort use cases, architecture, tooling, and build-vs-buy. The deliverable is a roadmap with KPIs you can defend and a training plan your team can run.
We configure, integrate, and deploy AI workflows, agents, and local hardware setups. Solo operator or whole team. We stay reachable as the technology moves.
Both founders hold PhDs from UC Berkeley and UCLA. Their applied work spans San Francisco tech — autonomous mobility, drone delivery — and strategy consulting. Our perspective on AI is grounded in what we've actually built, used, and tested.
Evaluating AI models and tools is part of our daily work. When a new release changes the math on an engagement, we know within days. You shouldn't have to hire a consultancy that learns a quarter behind.
We're not paid by any AI provider. Our recommendations come from real evaluations of what's actually shipping: Claude, GPT, Gemini, local open-weights, agents. They change when something better lands.
A free thirty-minute call. You describe what you're working on. We tell you honestly whether and how we can help.
If there's a fit, we write a scoped proposal with deliverables, timeline, and price. You approve it before anything starts.
We do the work. You see progress along the way. Every output gets your review before it ships.
The engagement ends, but we stay reachable as the technology moves. The line stays open.
The companies our work touches every week, across six layers of the AI ecosystem.
Book a discovery call. Thirty minutes, no charge. We'll tell you honestly whether we can help. If we can't, we'll usually know who can.
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