Platform capability

Unified APIs

Normalize comparable source interfaces behind consistent contracts while retaining source-specific adapters and material provenance.

Normalization Lab

Compare source fields against one useful contract

Select a comparable source to inspect its field mapping, normalized result, and visible provenance.

Interactive product experience

Select a source to update the mapping and response provenance.

Source systems

CRM

Request and constraints

Source field
account_id
Source name
legal_name
Active scenario

CRM A

Account object mapping

Vendor-specific account fields map to the approved customer contract while the contributing source remains visible.

Result and contract

Contract field
customer.id
Contract name
customer.name
Confirmed

Consumers

Enterprise applications

Guided explanation

The customer problem

The customer problem

Teams repeatedly write and maintain vendor-specific logic when comparable systems represent the same category differently.

Conceptual architecture

  1. 01

    Comparable sources connect through independent adapters.

  2. 02

    Field and operation differences map to a shared contract.

  3. 03

    Consumers use one documented surface with source-aware provenance.

Enterprise examples

  • Give an onboarding application a common customer lookup across multiple CRM platforms.

  • Standardize ticket context across regional service-management systems.

What this enables

  • Reduce duplicated vendor normalization.

  • Make source additions a platform concern instead of a consumer rewrite.

  • Apply consistent access policy and observability.

Scope and qualification

  • A unified contract should preserve material source differences rather than hide behavior consumers need to understand.

Consumers

Enterprise applicationsIntegration teamsAI agents and copilots

Business API accelerators

Useful normalization without hiding meaningful differences.

The shared contract captures the common operations consumers need while source-aware behavior remains visible where it affects correctness.

Identify vendor-specific logic your teams repeat today.