One clean model. Every source reasoned over.
Connect the tools your business already runs on. Verity shapes them into a semantic layer that speaks the language of your company.
MODEL
A semantic layer you can actually trust
Data Extraction & Modelling stitches your Shopify, GA4, Meta, and ad platforms into one business aware model. Orders are orders, revenue is revenue, regardless of where it came from.
No heavy warehouse build out. No analyst army needed to keep things consistent.
Pre trained on common SaaS sources out of the box
Metric definitions live in one reviewable place
Add custom entities without starting from scratch
Versioned so you can always trace what changed
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.
How it works
Connect sources
OAuth into your tools or point Verity at your warehouse. Extraction runs on a schedule you control.
Map to a semantic layer
Verity proposes entities and metrics based on your data. Review, rename, and confirm in a guided flow.
Query with confidence
Every Verity feature reasons over this layer. Data Chat, Automations, and Activation all speak the same language.
RECONCILIATION
Numbers reconciled with your source of truth
Your connectors feed a single lineage that Verity maintains. Revenue ties out to the cent with your Shopify admin, and when Shopify and GA4 disagree on an order, the semantic layer settles it.
Everything you build on top (dashboards, attribution, activation) inherits the same reconciled truth.
One clean model. Every question can reason across sources.
Explore more of Verity
Give your data a single source of truth
Book a demo and let Verity shape your tools into a model that reasons with you.
Hands on onboarding with the founding team
Direct influence on the roadmap