AI data modeling infrastructure
Your data has a structure.
SchemaPilot finds it.
Automatically discover relationships, entities, schemas, and data dependencies across your enterprise — and turn fragmented data into a unified model.
Book a demoBuilt for modern data teams.
schemapilot · discovery session
live
Connected sources
CRM
salesforce · 84 tables
ERP
sap · 212 tables
Warehouse
snowflake · 1.4k tables
APIs
rest · 36 endpoints
Events
kafka · 19 topics
Spreadsheets
csv / xlsx · 148 files
Inferred data model
auto-generatedCustomer4 src97%
├──Account3 src96%
├──Transaction3 src94%
├──Contract2 src91%
├──Product3 src95%
└──Interaction2 src89%
Entities inferred
0
Relationships
0
Avg. confidence
0%
Last updated
now
The data modeling tax
Most enterprise data is understood manually.
Schema discovery
Hours spent understanding unfamiliar datasets.
unknown_columns · 12,400
Entity mapping
Manual work connecting the same entity across systems.
customer ≈ user ≈ KNA1
Data lineage
Constant effort tracing where information comes from.
trace depth · unresolved
Model maintenance
Every new system creates another layer of complexity.
schema drift · continuous
Data infrastructure keeps growing. The models describing it don't keep up.
source inventory · unresolved
6 systems · 0 shared model
crm_produnknown
accounts?
contacts?
opportunity?
acct_owner?
erp_sapundocumented
KNA1?
VBAK?
BSEG?
MARA?
billingpartial
customer?
invoice_line?
subscr?
plan_map?
supportunknown
user?
ticket?
org?
sla_events?
warehouseduplicated
dim_cust_v3?
dim_cust_old?
fct_txn?
stg_orders?
ops_sheetsuntracked
Q3_accounts.xlsx?
mapping_final.csv?
regions_v2.csv?
overlapping entities detected · customer / KNA1 / user / dim_cust_v3 — relationship: undefined
The SchemaPilot approach
From raw data to a living model.
Four continuous stages turn fragmented source tables into a clean, enterprise-wide model that maintains itself.
pipeline
stage 01 · discover
›connect postgres://analytics · ok
›connect snowflake/PROD_WH · ok
›crawl salesforce objects · 84
›read kafka topics · 19
■working…
Product
A data model that explains itself.
Explore the inferred enterprise graph, inspect any entity, and see exactly which systems and signals produced it.
entity graph · enterprise model v41
8 entities · 318 relationships
click an entityinferred relationship
Book a demo
Build the model your data is missing.
See how SchemaPilot can map your data environment.
access_request
private beta