Turn context
into action.
We build software that helps engineering teams and AI systems act on the right information — not just the available information.
Our Story
Most software still operates with too little understanding of the world around it. It sees inputs, but not intent. It processes tasks, but not history. It automates steps, but not judgment.
As AI becomes part of everyday engineering workflows, the real challenge is no longer just generating output faster. It is making systems that understand enough context to act reliably, safely, and usefully in the real world.
“Better intelligence is not just about bigger models. It is about better context.”
We started Contextual Labs to close that gap. We want to build systems that do more than execute — systems that understand where they are, what matters, what changed, and what should happen next.
Karman is our first product.
What We Believe
What We Build
We create products and infrastructure for a new generation of software — tools that are aware of workflow state, user intent, operational constraints, and business context.
Get Early Access
We are building in public, early.
Join the waitlist and be among the first teams to run Karman in your workflow.