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ClariLayer
AI context layer for analysts
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!
About ClariLayer on Product Hunt
“AI context layer for analysts”
ClariLayer was submitted on Product Hunt and earned 25 upvotes and 3 comments, placing #20 on the daily leaderboard. 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.
On the analytics side, ClariLayer competes within Analytics, Artificial Intelligence and Data & Analytics — topics that collectively have 654.4k followers on Product Hunt. The dashboard above tracks how ClariLayer performed against the three products that launched closest to it on the same day.
Who hunted ClariLayer?
ClariLayer was hunted by Kyle Hui. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ClariLayer including community comment highlights and product details, visit the product overview.
Kyle Hui