Abstracted schema

What is an abstracted schema?

An abstracted schema is a simplified, higher-level representation of your data that captures the meaning without exposing every underlying detail. It shows the shape of your information in a way that apps can reason with, turning messy system-level fields into clear, coherent concepts.

How is an abstracted schema used in Decidr?

We use abstracted schemas to give your agentic apps clean, structured meaning to work with. Instead of digging through raw fields from Xero, Shopify or a CRM, apps rely on the abstracted schema as their source of truth. It removes ambiguity, aligns definitions across your organisation and creates a consistent foundation for reasoning and decision making.

Why it matters for your business

You spend less time fixing mismatched data and more time acting on insights. Your workflows run more smoothly, your automations break less often and your team gains clearer visibility into how your business works.

What it looks like

You’ll see abstracted schemas at work in workflows like:

  • A unified “Customer” entity that merges CRM, billing and support data.
  • A forecasting app using simplified revenue concepts instead of direct ledger fields.
  • A planning app pulling clean context instead of tool-specific data structures.

In short...

An abstracted schema turns complexity into clarity so your apps can reason accurately and act with confidence.

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