One path, walked in order. Stop at any stage and keep everything delivered up to it.
Four stages of one engagement, not four products to choose between.
Stage 01
Lock-In Index
FREE
We inventory the estate and price the exit, tier by tier, with a cost and a timeline attached to each. The output is a document you can take to a board or to your vendor.
The estate extracted into open, readable form: transformation logic, lineage, dataset definitions, dashboard specs, schedules and permissions, delivered into your own repository. No migration is required and nothing in production changes.
The fee credits in full against a later Parity Migration.
Outcome: your negotiating position changes the day you take delivery.
models/finance/revenue.sqldbt
lineage/estate.graph.jsonjson
dashboards/exec-weekly.ymlyaml
schedules/nightly.croncron
permissions/acl.ymlyaml
git push origin main -> your repository
Stage 02
Exit Pack
dbtrevenue.sql
jsonestate.graph.json
yamlexec-weekly.yml
cronnightly.cron
yamlacl.yml
-> your repository
Everything extracted. Your repo. Your formats.
Stage 03
Parity Migration
harness idle
Proprietary canvassource
Input Datasource01
Filter Rows02
Join Multiple03
Group By04
Formula Tile05
Output Dataset06
Open targetairflow + dbt
sources.yml : raw_ordersdbt
stg_orders.sqldbt
int_orders_customers.sqldbt
fct_revenue_daily.sqldbt
revenue_margin.sqldbt
dag: revenue_daily.pyairflow
Parity harness0/6 passing
rows 1,284,004pending
nulls + typespending
join cardinalitypending
aggregate totalspending
dashboard pixelspending
schedule + timingpending
You pick the critical processes. We move them to Airflow, dbt, Superset and Postgres, and the harness compares outputs row for row and dashboards pixel for pixel before anything is cut over.
Outcome: cutover without a leap of faith.
Stage 03
Parity Migration
Source
Target
Harness
Row by row. Pixel by pixel. Proven before cutover.
Cutover complete
You are out.
Open platforms, readable logic, and a harness that proves the numbers. No MoatBreak layer sits between you and any of it.
Stage 04
Exit Readiness
SUBSCRIPTION
Your teams start building again on the new stack, and that is how the next moat forms. Exit Readiness studies the new estate continuously and regenerates the same exit assets we produced for the old one.
new dashboardSpec extracted the same week it ships.ramp attached
new dbt modelsLineage regenerated, nothing manual.ramp attached
new orchestrationSchedules and permissions kept current.ramp attached
harness coverageEvery new asset parity-testable from day one.ramp attached