Every time a new agent is deployed, someone rebuilds the same context.
What is a customer? What fields does a contract have? How is an account structured? In most platforms, each agent answers these questions independently - inconsistently, and at cost. The fifth agent built by a team is no easier than the first, because nothing from the first carries forward.Data Contract changes that equation.
Define the business model once
Teams define the core entities the organization runs on - customers, contracts, accounts, transactions - at the platform level. Each entity is typed, structured, and linked to the data sources that feed it.
Every agent inherits it
From the moment an entity is defined, every agent on the platform has access to it. No per-agent configuration, no duplicating field mappings across workflows. A new agent starts from the same structured understanding as the one built six months ago.
Data stays predictable as it moves
Inputs and outputs are validated against the shared model at every step. Data doesn't drift between agents. What enters a workflow as a contract object leaves as a contract object.The compounding effect shows up quickly. By the third or fourth use case, the data model is an asset the team is building on top of - not a problem they're solving again from scratch.
