Ontology

8 types 14 actions 8 sources

The ontology is the semantic layer your agents reason over. Each object type unifies data from one or more sources — connectors, files, or the inbox — into a typed shape, with relations to other objects and actions agents can take.

Name	Type	Source
email	string	klaviyo_profile.email
first_name	string	shopify_customer.first_name
last_name	string	shopify_customer.last_name
ltv	number	ƒ Σ shopify_order.total where customer_id = id
segment	enum	klaviyo_profile.segments
subscribed	boolean	klaviyo_profile.subscribed
created_at	date	shopify_customer.created_at

Name	Type	Source
order_number	string	shopify_order.order_number
total	number	shopify_order.total
status	enum	shopify_order.status
placed_at	date	shopify_order.placed_at
customer	ref → Customer	ƒ join on shopify_order.customer_id
shipment	ref → Shipment	ƒ join on threepl_shipment.order_id

Name	Type	Source
tracking_number	string	threepl_shipment.tracking_number
carrier	enum	threepl_shipment.carrier
status	enum	threepl_shipment.status
shipped_at	date	threepl_shipment.shipped_at
order	ref → Order	threepl_shipment.order_id

Name	Type	Source
name	string	meta_ads_campaign.name
channel	enum	ƒ classify source(s)
status	enum	meta_ads_campaign.status
spend	number	meta_ads_insights_daily.spend
revenue	number	ƒ attributed Σ order.total
roas	number	ƒ revenue / spend
launched_at	date	meta_ads_campaign.launched_at

Name	Type	Source
session_id	string	ga4_session.session_id
landing_page	string	ga4_session.landing_page
source	enum	ga4_session.source
medium	enum	ga4_session.medium
started_at	date	ga4_session.started_at
converted	boolean	ƒ exists order within 24h

Name	Type	Source
full_name	string	gusto_employee.full_name
role	string	gusto_employee.role
department	enum	gusto_employee.department
hire_date	date	gusto_employee.hire_date
salary	number	gusto_employee.salary

Name	Type	Source
title	string	files_contract.title
counterparty	string	files_contract.counterparty
effective_date	date	files_contract.effective_date
expires_at	date	files_contract.expires_at
value	number	files_contract.value
signed	boolean	ƒ signature extracted from pdf

Name	Type	Source
subject	string	inbox_email.subject
from	string	inbox_email.from_addr
received_at	date	inbox_email.received_at
thread_id	string	inbox_email.thread_id
intent	enum	ƒ classifier on body
linked_order	ref → Order	ƒ entity extract from subject/body

Tenant	Building	SF	Rent/mo	Expires	Status
FedEx Ground	Glendale Logistics	220,000	$275,000	May 31, 2026	Expiring
Microchip Technology	Hayden Commerce	64,000	$90,667	Mar 31, 2026	Expiring