Zamski helps engineering teams of 500 move like they're five.
Stop solving the same problem twice.
Your Team Already Solved This Problem
They just don't remember where, when, or how.
The hidden cost? Teams waste 40% of their time repeating past work. Not because they're inefficient. Because they have no institutional memory.
Zamski is data archaeology for your work.
We surface the patterns, solutions, and lessons already hiding in your Git commits, Slack conversations, and documentation.
What Teams Discover in Their First 10 Minutes
That 'new' bug has been fixed twice before.
We've attempted this refactor pattern 4 times
Built for How Teams Actually Work
Not Another Dashboard
Your tools aren't broken. They're just blind to patterns. Zamski reads across Git, Slack, Confluence, and Linear to reveal what's hiding in the spaces between.
Memory That Scales
When you were five people, everyone remembered everything. At 500 people, nobody remembers anything. Zamski gives large teams startup-level awareness.
Zero Behavior Change
Keep using your favorite tools. Keep your workflows. Zamski surfaces insights where you already work. No new process to adopt.
The Artifact Stream
See how every decision, solution, and lesson evolved across your organization. Your work's DNA, decoded.
AI Without Memory Just Helps You Repeat Mistakes Faster
The explosion of AI tools means your team can now generate solutions 10x faster. But if they don't know Sarah already built this, or that this approach failed in Q2, or that three teams are solving the same problem right now, you're just failing faster.
The real bottleneck isn't writing code. It's remembering what you've already learned.
Zamski ensures your team's collective intelligence compounds over time instead of resetting with every new hire, every team reorg, every time someone leaves.
We only win when teams stop repeating their past.
That's why we're different. Other tools profit from your engagement. We profit from your memory.
Because the fastest learning wins.
Markets move. Priorities evolve. The winning teams are the ones that notice first, adapt first, and build what is needed now. Zamski makes early learning your everyday habit, not a lucky accident.
Frequently asked questions
Join our early access program. We're working with forward-thinking teams who want to discover what patterns are hiding in their work history. You'll get a free pattern analysis showing repeated work in your codebase, plus first access when we launch.
We’re finalizing pricing now. Early users will get preferred access and pricing. In the long run, Zamski will save your team hundreds of hours and thousands in missed effort. It more than pays for itself.