Design a phased migration plan for Firefly without hurting users

Problem Statement Description

Product context: Adobe is a creative, document, and marketing software company; its products include Creative Cloud, Photoshop, Illustrator, Acrobat, Adobe Express, Firefly, and Experience Cloud.

Adobe Firefly supports creators using generative AI across creative workflows such as image generation, editing, ideation, asset production, and integration with Adobe’s broader toolset. In this execution interview, you are asked to design a phased migration plan for Firefly that moves users from an existing experience, model, infrastructure, entitlement, or workflow to a new one while minimizing disruption.

The core challenge is not to choose whether the migration is valuable, but to plan how Adobe should execute it safely for different creator segments. You should think through how professional designers, casual creators, teams, and enterprise customers may depend on Firefly in different ways, and how migration mistakes could affect trust, productivity, asset quality, collaboration, or commercial usage.

Your plan should address how to sequence the migration, communicate changes, detect issues early, and protect users who rely on Firefly for ongoing creative work. Assume the migration has meaningful product, engineering, support, legal, and go-to-market dependencies, and that Adobe must preserve user confidence in creative quality, reliability, AI ethics, and workflow continuity.

The experience should consider:

- Which user segments, workflows, and surfaces should migrate first versus later

- Key dependencies across product, engineering, design, support, legal, trust, and enterprise account teams

- Phased rollout mechanics such as pilots, opt-in access, gradual exposure, forced migration, or fallback paths

- Go/no-go criteria for each phase, including quality, latency, reliability, cost, user sentiment, and support burden

- Communication needs for individual creators, teams, admins, and enterprise customers

- Migration risks such as broken workflows, changed outputs, lost settings, billing confusion, compliance concerns, or asset incompatibility

- Rollback, mitigation, and escalation plans if the migration negatively impacts users

- Post-launch monitoring, ownership, feedback loops, and prevention of repeat migration issues

The goal is to present a practical operating plan that shows how you would move Firefly users to the new state with clear sequencing, accountable owners, measurable readiness checks, and strong user protection—without prescribing the product solution itself.