If you are preparing to move from Veeva CRM to Agentforce Life Sciences, you are already thinking about timelines, resources, risk and cutover.
Before those plans get locked in, there is another question worth asking:
How much of the migration really needs to be done manually?
Years of business rules, customizations, validation logic, integrations, permissions and dependencies sit behind a CRM environment. The target environment will not always have a direct equivalent for everything in the source. Some elements need to be mapped, some refactored, and others moved in a particular sequence because of what depends on them.
And moving them is only part of the job. You also need to quickly validate that the new environment is complete and working as intended.
Traditionally, that means a significant amount of manual discovery, mapping, migration, testing and reconciliation.
It does not have to.
Automating the org migration
That is why we built LOMA, Lirik’s Org Migration Accelerator: to help simplify and accelerate the migration.
LOMA starts by comparing the Veeva CRM source environment with Agentforce Life Sciences and identifying the gaps between them. AI-assisted mapping recommends where source objects should land and helps teams identify what needs to be mapped or refactored.
It then orchestrates the migration in dependency-aware sequence across metadata, master data, business logic, validation rules, Apex, security profiles and role hierarchies.
Just as importantly, automated side-by-side validation helps teams quickly confirm what moved successfully and creates an audit trail for go-live.
The goal is straightforward: identify issues earlier, automate work that does not need to be manual, and reduce the reconciliation and rework that often surface late in a migration.
LOMA can reduce development-cycle time by 30 to 40 percent compared with a manual migration.
That can mean fewer resources tied up in repetitive migration work, fewer human errors and greater confidence heading into cutover.
Content has its own migration challenge
The CRM org is only one part of the transition. Life sciences companies have spent years creating, reviewing and approving content. Moving an approved asset without its metadata, lifecycle status, versioning and compliance context can create another large manual exercise on the other side.
5C Content Hub automates much of that work.
Teams configure the source and metadata mappings once, and 5C can synchronize content between Veeva Vault PromoMats and Agentforce Life Sciences through full or incremental syncs, including daily or near-real-time updates.
That matters because a migration rarely happens at one perfect moment when activity stops in one platform and starts in another. Content continues to change. Reviews and approvals continue. Commercial teams still need access.
Keeping content synchronized as the migration progresses can make the eventual switchover significantly easier and reduce dependence on a large, one-time content transfer.
5C also supports multi-platform publishing, helping teams manage content across platforms during and after the transition. It continues beyond migration with authoring, compliance review, preview and publishing capabilities.
Lirik has seen 5C reduce content-migration timelines by up to 50 percent, while also reducing the cost and errors associated with a manual approach.
Focus your people on the decisions that matter
Automation does not eliminate the need for judgment. There are important decisions to make about what should carry forward, what should be redesigned, which customizations still create value, and how the new environment should operate.
That is where your teams should spend their time.
Manually comparing environments, chasing dependencies, mapping content metadata and repeatedly reconciling what moved are increasingly tasks that technology can handle faster and more consistently.
That is the opportunity behind LOMA and 5C.
LOMA automates and accelerates the org migration.
5C automates and simplifies the content transition.
If you are planning a move to Agentforce Life Sciences, it is worth understanding what can be automated before committing the resources and timeline to a largely manual approach.
LOMA and 5C may be able to take a meaningful amount of that work off the plan.
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