Debug a spike in complaints from document workers on Express

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.

You are the product manager for Adobe Express experiences used by “document workers” — users who create, edit, brand, share, export, or collaborate on lightweight business documents such as flyers, proposals, reports, presentations, social assets, and marketing collateral. Recently, there has been a noticeable spike in complaints from this segment, and leadership wants you to diagnose what is happening before deciding on product, operational, or communication actions.

The complaints may be coming through support tickets, in-product feedback, app store reviews, enterprise customer channels, social posts, or sales/customer-success escalations. They could relate to issues such as editing reliability, template quality, export fidelity, collaboration, brand-kit usage, AI-assisted creation, file compatibility, performance, permissions, or workflow handoffs with other Adobe and non-Adobe tools.

Frame this as a root-cause analysis problem. Your task is not to immediately propose a feature fix, but to structure how you would investigate the anomaly, validate whether it is real, identify affected user cohorts and workflows, form hypotheses, gather evidence, prioritize likely causes, and recommend mitigation and prevention paths.

The experience should consider:

- How to define the complaint spike: baseline period, complaint rate, denominator, severity, and affected channels.

- Which document-worker cohorts to segment by, such as new vs. returning users, free vs. paid, enterprise vs. individual, geography, platform, browser/device, file type, and workflow stage.

- How to check whether the spike is caused by real product degradation versus instrumentation, tagging, support-routing, seasonality, campaign, or policy changes.

- Which parts of the Express document workflow to inspect: template discovery, editing, AI generation, asset import, brand application, collaboration, review, export, sharing, and cross-product handoff.

- What product telemetry, qualitative feedback, support data, release logs, incident history, and competitive/contextual signals you would use as evidence.

- How to prioritize hypotheses based on user impact, business risk, reproducibility, severity, and confidence.

- What immediate mitigations, user communications, escalation paths, and longer-term prevention mechanisms should be considered.

- How to ensure trust, reliability, privacy, and enterprise readiness remain central when diagnosing complaints from professional document workflows.

The goal is to demonstrate a structured RCA approach suitable for an Adobe Express product context: clarify the anomaly, isolate where and for whom the issue occurs, separate symptoms from causes, use evidence to narrow hypotheses, and define practical next steps that protect user trust and business continuity.