Core concepts
Learn the Airlift ontology, the executive funnel, readiness tracks, waves, and evidence artifacts.
Core concepts
Organization and estate
An organization is the tenant boundary. Membership, events, projections, evidence, and policy are organization-scoped. An estate represents one source system and environment under migration, such as a production Synapse estate or a staging SQL Server estate. Credentials never live in an estate record; it carries only an opaque connection reference.
Migration object
A migration object is a table, view, stored procedure, function, ETL job, or report. Its executive funnel is intentionally simple:
discovered → planned → converting → converted → certified → cutover
↘ rework ↘ rollback/reconciliation
excluded is a governed terminal laneThe funnel is a projection, not a substitute for evidence. converted means an artifact
was produced. certified means the assigned validation profile resolved from admitted,
fresh evidence and Airlift minted a signed certificate.
Readiness tracks
Nine tracks explain why an object can or cannot advance: inventory, target design, code,
data movement, deployment, functional parity, non-functional evidence, business
acceptance, and cutover readiness. A profile marks every track required or
not_applicable; a required track resolves to pending, passed, failed, stale, or
waived.
Wave
A wave freezes a set of objects into one rehearsable cutover unit. Airlift owns wave scope, approvals, gate evaluation, cutover decision, outcome, and rollback record. A wave does not absorb Runway deployment state, Radar observations, or Tower task completion; it references their stable IDs and digests when those products are present.
Evidence and certificates
The parity certificate states the depth of a functional or data comparison. The migration certificate is broader: Airlift derives and signs an envelope from the full readiness profile. A report digest is not a signature. See parity and migration certificates.
Choose a developer path
Start from the migration job you are running or the Airlift integration surface you need to implement.
Guided migration journey (App walkthrough)
The primary App-first walkthrough of one Azure Synapse to Databricks Lakehouse migration — artifacts first, with one governed next action per phase.