Business Context & Lineage
Build the context layer without building the infrastructure
Riley gives you the infrastructure to model customers, revenue, products, metrics, and relationships across your business—with identity resolution, business rules, and lineage built in. Go from fragmented source data to governed business context in weeks, not quarters.
Model your business, not your database
Define the objects your business operates on—Customer, Account, Product, Subscription, Opportunity, Revenue—and the relationships between them.
Riley handles the underlying mapping, resolution, and synchronization across source systems.
The infrastructure is already there
Building a context layer internally means building more than a semantic model.
Resolve the same customer, account, or product across systems.
Define calculations, precedence, exclusions, and company-specific rules.
Trace metrics and outputs through calculations to the underlying records.
Keep the model current as source data and schemas change.
Riley provides these primitives out of the box, so your team can spend its time using business context instead of maintaining the infrastructure behind it.
Define once. Use everywhere.
Create canonical definitions for ARR, NRR, active customers, churn, adoption, and your own business metrics. The same definitions can be used across analytics, health models, forecasts, Riley, and connected AI.
From source data to usable context in weeks
Start with the systems and business objects you already have.
Riley creates the governed layer underneath customer intelligence, revenue models, analytics, and AI, without a multi-quarter data infrastructure project.