ClariLayer is a context layer that connects with any AI you use day to day, so you have durable context about you data, metrics, analysis, etc. The context is durable, cross-sessions and cross-tools, so you will never need to re-explain your data.

Hi everyone! This is Kyle, founder of ClariLayer. I used to work in data-driven companies like Databricks and Cloudflare. I lived the problem of constantly changing metric definition, poorly maintained documentation, countless data schema issues, etc. So I left Databricks last year to build a product to solve this problem. I already have real users using ClariLayer for: - Sales Operations in unicorn startup - Public infrastructure software development - Data pipeline management on Databricks and Snowflake - CRM context management and so on! It is completely free for individuals. Under 5 minutes, you can connect it to your AI over MCP, bootstrap context from your existing projects, and start feeling the benefits it brings to your next AI session! Keen to hear more feedback from the community here!

@kylehui The idea of persistent AI context is really interesting. How does ClariLayer handle conflicting or outdated context when your data changes over time

ClariLayer

AI context layer for analysts

AI context layer for analysts