Model
Every source, resolved into one model.
Connect the tools your business already runs on. Verity shapes them into a semantic layer that speaks the language of your company, so orders are orders and revenue is revenue no matter where the number came from.
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Sources in, semantic layer out.
Your connectors feed a single lineage that Verity maintains. When Shopify and GA4 disagree on an order count, the semantic layer settles it. Everything you build on top inherits the same truth.
A model the whole team can reason over
Pre trained connectors
Shopify, GA4, Meta Ads, Google Ads, and more ship with entity definitions and metric logic that work on day one.
One definition per metric
Revenue, ROAS, and conversions live in one place. No conflicting numbers from tool to tool.
Business glossary built in
Every term in your model has a definition. New team members onboard faster, analysts spend less time explaining.
From source to semantic layer, in three steps.
01
Connect sources
OAuth into your tools or point Verity at your warehouse. Extraction runs on a schedule you control.
02
Map to a semantic layer
Verity proposes entities and metrics based on your data. Review, rename, and confirm in a guided flow.
03
Query with confidence
Every Verity feature reasons over this layer. Data Chat, Automations, and Activation all speak the same language.
The Verity suite
Explore more of Verity
Data Extraction & Modelling is the foundation the rest of Verity reasons over.
Give your data a single source of truth
Book a demo and let Verity shape your tools into a model that reasons with you.