Design a phased migration plan for Social Listening without hurting users at global scale

Problem Statement Description

Product context: Spotify is an audio streaming company; its products include music, podcasts, audiobooks, playlists, recommendations, creator tools, subscriptions, and ads.

Spotify is migrating its Social Listening capability, a creator-facing experience that helps artists and their teams understand audience conversations, fan sentiment, and cultural momentum around their music, podcasts, or brand. The migration may involve moving from legacy systems, data pipelines, dashboards, or third-party integrations to a new platform while serving artists globally across different markets, languages, release cycles, and levels of sophistication.

You are asked to design an execution plan for this migration without disrupting artists who rely on the product to make timely decisions around releases, tours, marketing, fan engagement, and performance tracking. The plan should account for global scale, data freshness, user trust, operational complexity, and the fact that even temporary gaps or metric inconsistencies could hurt creator confidence in Spotify’s tools.

This is an execution question: focus on how you would phase the migration, coordinate teams, manage dependencies, define readiness criteria, minimize user impact, and respond if things go wrong. You do not need to design the Social Listening product itself, but you should be clear about the user workflows and business-critical moments that the migration must protect.

The experience should consider:

- Which artist segments, markets, use cases, and workflows are most sensitive to disruption during migration.

- How to sequence migration phases across internal testing, limited artist cohorts, regions, languages, and broader rollout.

- Owners and dependencies across product, engineering, data science, analytics, creator support, legal/privacy, localization, and go-to-market teams.

- Go/no-go criteria for each phase, including data accuracy, latency, dashboard availability, alerting, support readiness, and user feedback.

- How to handle data parity, historical continuity, instrumentation, and differences between legacy and new metrics.

- Communication plans for artists, managers, labels, internal teams, and support channels before, during, and after migration.

- Rollback, fallback, and mitigation plans if the new system causes data gaps, incorrect insights, degraded performance, or support spikes.

- Launch risks specific to global creator tools, including release-day traffic, regional social platforms, privacy requirements, and trust in Spotify’s creator ecosystem.

Your goal is to present a practical phased migration plan that protects artist workflows, maintains confidence in Spotify’s insights, and gives the organization clear decision gates for scaling the rollout globally.