Databricks implementation, from lakehouse to live application

Usually on the initiative that keeps slipping because your team is fully committed elsewhere: the app that never leaves the notebook, the agent nobody trusts with production data, the Lakebase service that keeps getting deferred. We take ownership of that piece without pulling anyone off the current roadmap, and we work in your workspace so nothing has to be handed back later. The Databricks Health Check at /databricks/health-check is the two-week way in when the question is the bill rather than a new build.

Both, and the applications are the part most partners stop short of. Applications that run in-workspace under their own service principal are a large part of what we do. Fabric Runway at /accelerators/fabric-runway is the delivery accelerator we use when a team has to ship those apps on a cadence, with preview environments and evaluation gates on promotion.

An evaluation harness with ground truth you own. Fabric Experiments at /accelerators/fabric-experiments keeps that suite running against your own Databricks data, so a failed evaluation blocks promotion. When executives have already stopped trusting Genie, the named engagement is Genie Accuracy at /databricks/genie-accuracy.

Eighty, as things stand today, sitting inside a team of 115+ across Phoenix, Amsterdam, Dnipro and Hyderabad. Certification is the floor. Fifteen years of average production experience is what decides whether the thing still works in month six. The named ways to start are on /databricks.

Yes. The first two weeks are the Migration Readiness Sprint at /databricks/migration-readiness: inventory, exclusions, a wave plan, and a go or no-go. Underneath it is Fabric Airlift at /accelerators/fabric-airlift, which composes Databricks Lakebridge and wraps conversion in signed certificates and a reversible cutover. Twenty-seven source platforms have executable playbooks.

No. Some engagements start before the first workspace exists, some rescue a stalled pilot, and some are a migration off a warehouse that has stopped paying for itself. The six-week Lakehouse Launchpad at /databricks/launchpad is the named way to stand a governed lakehouse up. We also build on Azure, AWS, GCP and Cloudflare.