FOR PLATFORM & DATA ENGINEERS

See the blast radius before you merge.

End-to-end impact analysis, root cause tracing, and automated fix plans across every system in your data stack.

Full impact analysis on every PR.

Full impact analysis on every PR.

Rename a column, refactor a model, swap a source. Typedef shows you every downstream dashboard, metric, and pipeline affected before the PR lands.

Automated root cause and recovery.

Automated root cause and recovery.

When a pipeline breaks, Typedef traces the upstream change that caused it, maps every affected model, and generates a step-by-step fix plan with verification queries.

Lineage that spans your entire stack.

Lineage that spans your entire stack.

Typedef connects systems of record, streaming infrastructure, and offline analytics into a single lineage graph. Trace any field from source to dashboard.

How it plays out

Impact analysis

PR to dashboard

Scenario

A product engineer opens a PR touching a model. Typedef computes the downstream dashboards and metrics affected before merge, so teams understand blast radius early.

TYPEDEF ACTIONS

Detects the changed model and its position in the Data Context Layer

Computes every downstream dependency: dashboards, metrics, pipelines, and consumers

Surfaces the blast radius in the PR before merge

Shows which teams own the affected assets, so engineers can notify proactively

Output

Blast radius panelAffected asset list with ownersPR integration sidebar
Broken pipeline

Root cause + plan

Scenario

A nightly pipeline fails. The on-call engineer gets paged.

TYPEDEF ACTIONS

Identifies the upstream change that triggered the failure (schema change, source swap, definition update)

Maps all affected models downstream of the root cause

Surfaces the blast radius in the PR before merge

Generates a fix plan: which files to edit, in what order, with verification queries to confirm the fix

Output

Root cause traceAffected model treeAuthoring plan (files, steps, verification)

Make every analytics answer explainable.