How we get you there
The route, charted before we move anything
Most migrations fail quietly, one undocumented dependency at a time. Ours follows a fixed sequence — survey, chart, retrofit, hand off — so nothing moves until we know exactly what it's connected to, and nothing ships until your own team can run it without us.
01 — Survey
Find out what's actually down there
Before anything moves, we chart it. A survey engagement inventories every pipeline, table, report, and undocumented script that's currently load-bearing — including the ones nobody remembers building.
- 100%
- estate coverage, not a sample
- Zero
- systems left off the chart
- 2–4 wks
- typical survey timeline
- 01
Sound
Automated discovery across warehouses, ETL tools, and BI layers.
- 02
Trace
Dependency mapping from source system to the report someone reads.
- 03
Chart
One inventory, owned and reviewed by your team, not buried in a slide.
02 — Chart the Route
Plan the migration before you touch production
We map the target architecture against the surveyed estate and sequence the move so nothing goes dark mid-migration — proving equivalence on paper before it's proven in production.
- 1:1
- parity target before cutover
- 0
- unplanned downtime events, to date
- 40%
- faster cutover than ad-hoc migration
- 01
Model
Target-platform architecture matched against real current usage.
- 02
Sequence
A cutover order that protects the workloads people depend on daily.
- 03
Prove
Parity tests defined before a single pipeline is rebuilt.
03 — Retrofit
Rebuild what earns its place
Sprawl doesn't migrate cleanly — it just moves the mess. We rationalize what survives the survey into governed, documented data products, and retire what doesn't.
- 30–50%
- typical reduction in pipeline count
- 100%
- of shipped products under test
- 1
- owner named per data product
- 01
Rationalize
Usage data decides what gets rebuilt and what gets retired.
- 02
Refactor
Surviving logic packaged into owned, certified data products.
- 03
Certify
Tests and CI/CD attached before anything ships to production.
04 — Underway
Hand the wheel to your own crew
The engagement ends when your team can run the platform without us — with our engineers embedded alongside yours until that's true, not a support contract that outlives its usefulness.
- 100%
- documented handoff, every engagement
- 0
- engagements extended just to fill a gap
- 90%
- of clients who call us for the next voyage
- 01
Embed
Our engineers pair with yours inside the platform, not beside it.
- 02
Document
Runbooks and architecture notes written for the next hire, not us.
- 03
Release
A defined off-ramp, agreed before the engagement starts.
Why sequence it this way
Every stage exists because skipping it costs more later
We've watched migrations restart from scratch because nobody surveyed the estate first, and platforms go live undocumented because the handoff stage got cut for budget. The method exists to stop both.
Ready to chart your route?
Start with a survey, not a proposal.
Two to four weeks gives us — and you — an honest map of what's actually running before anything is promised.