Initiatives

Data Integrations and Automation

Standardize data flows, connectors, and automation engines that move truth into action.

Why this exists

AetherDev runs on integrations that must be reliable, auditable, and repeatable. This initiative keeps extraction, normalization, and diff/apply automation consistent so new connectors do not reinvent the same workflows or introduce fragile handoffs.

Measures of success

  • New integrations reuse shared connector patterns and mapping layers.
  • Diff/apply workflows produce consistent audit artifacts.
  • Connector runs are repeatable with clear retry and rollback behavior.
  • Integration ownership and run cadence are documented and visible.

Active projects

Key risks

  • Vendor API drift breaks established mappings.
  • Diff/apply guardrails are bypassed during urgent changes.
  • Integration ownership is unclear during staff transitions.