Find the friction
01Start with real work
Pick a recurring job and define what good looks like.
About Deadwater
We build AI systems for teams with more ambition than spare hands. Start with a real bottleneck, get it working, and earn the next step.
How it works
Find the friction
01Pick a recurring job and define what good looks like.
Build and test
02Use your knowledge, your tools, and a real test batch.
Keep learning
03Fix what breaks. Expand when the workflow earns its place.
New tools earn their place by making the work better.
Ways to work with us
Start focused
Build two repeatable workflows around the jobs slowing you down.
See workflow pricing →Build the foundation
Connect company knowledge to working AI systems your team owns.
Explore Context OS →Keep improving
Keep the system current and find the next useful improvement.
Talk with us →
Built from operator experience
Jack Virag’s content and organic growth work has contributed to four company acquisitions, including Miro’s pending acquisition by Bending Spoons. He founded Deadwater to give good people better machinery.
What we believe
Learn by building. Keep what works.
More output only matters if it deserves to exist.
Protect time for judgment, taste, and relationships.
We’ll find a useful place to start.