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Work doesn't live in tickets, tools, or trackers

Work lives in your code, conversations, and decisions. Zamski brings it together.

 

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, tickets, and documentation.

Not Just an LLM Wrapper: 14 Layers of Quantifiable Analytics

Zamski uses LLMs as the interface for natural language interaction with your data. The LLM does not make decisions.

Our platform combines machine learning, statistical models, and reasoning engines across code, tickets, and conversations. Every answer is backed by structured analytics that can be traced, explained, and repeated. 

Entity Recognition

 Extracts key terms from tickets and chats

Gradient Scoring

Ranks issues by relevance and similarity

Correlation Engine

 Links failed attempts to team composition

Predictive Analytics  

Forecasts success probability

More than generated text
These are just four of Zamski’s fourteen activation layers that ensure every answer is traceable, explainable, and repeatable.
 

 

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Built for How Teams Actually Work

 

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No Two Teams Are the Same

Every team has its own odd little ecosystem. Some swear by Jira, others live in Trello. One group writes everything down in Confluence, another has it scattered across Google Docs. And somehow, it all just about works.

 

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Memory That Scales

When you were five people, everyone remembered everything. At 500 people, nobody remembers anything. Zamski gives large teams startup-level awareness.

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Zero Behavior Change

Your issues live in ticketing systems, your conversations in chat, your docs in wikis, your code in Git. Zamski meets you there..

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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.

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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.

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We Only Win When You Do

We only win when teams stop repeating the mistakes of the past.
We win when your teams work without friction and deliver what your customers expect.

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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.

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