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PyraTechAI
Forge semantic layers across platforms in one click
Connect any warehouse (Snowflake, Databricks, BigQuery, Redshift, PostgreSQL, MySQL, Synapse, Teradata + more). Our agentic AI automatically scans your schema, classifies every column into measures, dimensions, and time dimensions, and builds a rich semantic model. Then exports it everywhere in one click: Snowflake Cortex, Databricks AI/BI, dbt Semantic Layer, Cube.dev, LookML, and the OSI standard. No hand-written YAML. No vendor lock-in. No SQL required.
Hey Product Hunt! 👋 I'm [Your Name], founder of PyraTechAI.
Here's the problem that drove us to build this:
Every data team we talked to was spending 60–80% of their semantic layer time doing the same three things: manually writing YAML, re-writing it for each platform they used, and debugging broken metrics after schema changes. The tooling hadn't caught up with where data infrastructure actually was — multi-platform, multi-warehouse, moving fast.
So we built PyraTechAI.
The core idea is simple: you should define your semantic model once, and it should work everywhere. Connect your warehouse, let the AI do the discovery and classification, and get a deploy-ready semantic model for every platform you use — in one click.
What makes us genuinely different from what's out there:
→ vs. dbt/MetricFlow: We give you graph-native impact analysis. You can see exactly which dashboards and metrics break before you touch a column — not after.
→ vs. Cube.dev: No JavaScript config files. No hand-authored schemas. The AI builds it all for you.
→ vs. Looker: We're fully platform-agnostic. Not BigQuery-first, not LookML-locked.
→ vs. Snowflake Cortex: We export TO Cortex — and to 5 other platforms at the same time.
We're also extending the OSI standard to cover gaps that no existing tool addresses today. That work is live.
We're opening early access to a select group of data teams who want to shape the roadmap. If you join the waitlist today, you get:
✅ Priority onboarding
✅ Direct founder access
✅ Free Pro plan for 6 months
Would love your feedback, questions, and brutal honesty. Ask me anything below. 🔥
→ [your site URL]
About PyraTechAI on Product Hunt
“Forge semantic layers across platforms in one click”
PyraTechAI was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #143 on the daily leaderboard. Connect any warehouse (Snowflake, Databricks, BigQuery, Redshift, PostgreSQL, MySQL, Synapse, Teradata + more). Our agentic AI automatically scans your schema, classifies every column into measures, dimensions, and time dimensions, and builds a rich semantic model. Then exports it everywhere in one click: Snowflake Cortex, Databricks AI/BI, dbt Semantic Layer, Cube.dev, LookML, and the OSI standard. No hand-written YAML. No vendor lock-in. No SQL required.
On the analytics side, PyraTechAI competes within Analytics, Artificial Intelligence and Data & Analytics — topics that collectively have 645.9k followers on Product Hunt. The dashboard above tracks how PyraTechAI performed against the three products that launched closest to it on the same day.
Who hunted PyraTechAI?
PyraTechAI was hunted by Sujata Patil. 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 PyraTechAI including community comment highlights and product details, visit the product overview.
Sujata Patil