Platform migration

Evolve

Move beyond the platform you have outgrown.

Evolve defines the target state, plans the transition, and implements a controlled observability platform migration while preserving the signals and operational practices teams depend on.

Best suited for

Organizations whose current observability platform no longer fits their operational, financial, architectural, or ownership needs.

When Evolve makes sense

Observability platforms should change when the organization’s needs change. Evolve creates a practical path from the current environment to a platform that better fits how teams operate, scale, and maintain it.

  • The current platform has become difficult to justify or maintain
  • Tooling has fragmented across teams and environments
  • Architecture or telemetry volume has outgrown the platform
  • A legacy platform no longer meets operational requirements
  • The organization needs to move between commercial and open source tooling
  • A previous migration created overlapping platforms or stalled

What the engagement covers

  • Current platform and dependency analysis
  • Target architecture and platform selection
  • Telemetry compatibility and migration planning
  • Metrics, logs, traces, dashboards, and alert migration
  • Data retention, storage, and cost modeling
  • Parallel operation, validation, and phased cutover
  • Automation, deployment, and configuration management
  • Ownership, documentation, and operational handoff

How the engagement works

  1. 01

    Understand the current platform

    I document the architecture, telemetry, integrations, dependencies, operating practices, costs, and constraints.

  2. 02

    Define the target state

    I establish the target architecture, platform requirements, ownership model, priorities, and acceptance criteria.

  3. 03

    Build and migrate in phases

    I implement the target platform and migrate agreed workloads through controlled parallel operation and validation.

  4. 04

    Cut over and stabilize

    I complete the agreed transition, validate operations, document the platform, and transfer knowledge to its owners.

What you receive

Practical results

  • A platform better aligned with operational needs
  • Reduced dependence on fragmented or obsolete tooling
  • A controlled path away from the current platform
  • Clearer platform ownership and operating responsibilities
  • Improved confidence in scale and maintainability

Tangible deliverables

  • Current platform assessment
  • Target architecture and migration plan
  • Implemented target platform components
  • Migrated telemetry and operating assets within the agreed scope
  • Cutover and validation criteria
  • Operational documentation and knowledge transfer

Planning a platform change without a clear migration path?

Start with a conversation about the current platform, the reasons for change, operational constraints, and what the target state needs to support.

Discuss Evolve