A calm, low-risk path from messy to done
Data projects go wrong when the plan is vague and the work is invisible. Ours is neither. Here's the exact process we follow on every engagement.
Discovery & scoping
We start by understanding your systems, your data, and what success actually looks like. You leave this stage with a written scope, timeline, and a fixed or capped price — no vague retainers.
Mapping & design
We map every source to its destination and design the target data model. For dashboards, we agree metric definitions now so no one argues about the numbers later.
Build in a safe environment
All work happens in a sandbox first. We run test migrations and build dashboards against real (masked, if needed) data so you see progress early and often.
Validate & reconcile
Every migration is checked at the row level. You get a reconciliation report that proves records match between old and new — counts, totals, and spot checks you can verify yourself.
Cutover or go-live
We rehearse the switch, pick a low-risk window, and keep a rollback path ready. Dashboards ship with scheduled refresh and access controls already configured.
Handover & support
You get documentation written for humans, a training session for your team, and a support window after go-live. If you'd rather we stay close, we offer an ongoing care plan.
The rules we don't bend
Reversible by default
We never do anything to your data we can't undo. Backups, sandboxes, and rollback plans are standard, not extras.
You can verify our work
Reconciliation reports and clear metric definitions mean you don't have to take our word for it — you can check.
Plain language, always
We explain trade-offs in terms a business owner understands, then go as deep as your engineers want.
Built to be handed over
The goal is for your team to own everything after. No lock-in, no dependency on us to keep the lights on.
Have data that needs to move — or make sense?
Tell us where your data lives today and where it needs to go. We'll map a clean, low-risk path and show you what your dashboards could look like.