XebiaLabs is an enterprise release orchestration and deployment automation platform, now sold under the Digital.ai name. It is normally deployed as two products working together. XL Deploy — Digital.ai Deploy — automates the act of getting an application onto its middleware, driven by a model rather than a script. XL Release — Digital.ai Release — orchestrates everything around that: the phases, tasks, approvals, dependencies and hand-offs that make up a release in an organisation where a deployment is a scheduled event with sign-offs, not a merge to main.
The model-driven approach is the platform's central idea and the thing most teams misunderstand. Instead of writing a deployment script per application per environment, you describe a deployment package containing deployables, describe an environment containing containers, and let XL Deploy calculate the plan that reconciles the two. Change the environment and the plan changes; add a component and the plan grows. The consequence is that the number of artefacts to maintain grows with the number of application types, not with applications multiplied by environments.
XL Release sits above that with an explicit release model: templates that describe a repeatable release, phases that group work, tasks that are manual or automated, gates that hold until a condition is met, and triggers that start releases from a build. Around both sits the part enterprises actually buy the platform for — role-based access control, approvals with segregation of duties, a complete audit trail, and integrations to ServiceNow, Jira, Jenkins, Azure DevOps and the artifact repositories that feed them. Later versions add DevOps as Code, where the same objects are declared in YAML and applied through the xl command line.
Why this skill matters now
Release orchestration platforms exist because of a gap that continuous delivery tooling has never fully closed: in a large organisation, the technical act of deploying is a small part of the release. The rest is coordination across teams that do not share a pipeline, change approval, environment contention, regulatory sign-off and evidence. Where that coordination is real, something has to model it, and a spreadsheet plus a conference bridge is what a platform like XebiaLabs replaces.
At the same time the platform's position has shifted. Teams that moved to Kubernetes and GitOps found much of XL Deploy's middleware-oriented value evaporating, while the release governance in XL Release stayed relevant. So most estates now sit somewhere in between — a modern pipeline for some applications, the platform for the rest, and a real question about which direction to consolidate in.
That produces two kinds of demand, and both need proper training. Organisations still running the platform need engineers who can build packages, environments and release templates correctly rather than smuggling shell scripts into them. Organisations moving off it need people who understand what the platform was actually enforcing, so the controls survive the migration instead of quietly disappearing along with the tool.