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Carve Lab

About

AI is not another software category.

Which is why treating it like one keeps producing the same result.


Why this exists

Companies have decades of practice buying software. You define requirements, evaluate vendors, run an implementation, train users, and measure adoption. It works because the capability being bought is stable and well understood by the time you buy it.

AI breaks that process at the first step. The capability is moving faster than requirements can be written against it, the right answer changes within the span of a procurement cycle, and the interesting question is not which product to buy but what the business should do differently now that certain things are possible. That is a strategy question, a product question, a systems question, and an engineering question at the same time, and organizations are not usually set up to answer all four together.

Most of the market has split along those lines. Strategy firms produce recommendations that do not survive contact with an engineering team. Development shops build what they are handed. Both are reasonable businesses. Neither owns the distance between an executive's problem and a system in production, which is where the value actually is and where almost everything goes wrong.

Carve Lab is built to hold that whole distance: to work with a CEO on where the leverage is, with a product team on what should exist, with architects on how it should be built, and with engineers on getting it into production and knowing whether it works.


Founder

Hyunmin "Max" Kim

Founder and Principal

Max is a software engineer and technical leader with more than fifteen years building and leading production systems. He currently leads AI and software initiatives at one of the largest technology companies in the world, and has built and led systems at every scale below that, from pre-Series A startups through post-IPO public companies.

His work has centered increasingly on the intersection of business problems, systems design, engineering leadership, and AI: operating as both a strategic and a tactical partner to the people accountable for outcomes, which is a different job than either advising them or building for them.

Carve Lab is his company and is independent of any employer. Clients work with him directly rather than being introduced by one person and delivered to by another. For an engagement whose value depends on judgment holding steady from strategy through production, that continuity is not a nicety; it is the mechanism.


Where this goes

Carve Lab does not intend to remain purely a services business. Working inside real operations is one of the better ways to find out which problems are worth building a product around, because the valuable ones tend to be recurring, unglamorous, and invisible from the outside.

So the intent is that transformation work and product work feed each other: patterns that keep recurring across engagements become reusable, and some of those become products. That is a direction, not an offer. What you can engage Carve Lab for today is the work described on this site.

Have an AI opportunity, or a business problem that might become one?

You do not need a defined AI project to start. We can begin with the business problem and work out whether AI belongs in the solution at all.

Based in Folsom, California. Working with organizations regionally and beyond.