Multilingual Trust and Safety Content Moderation for a Consumer Social Platform

The challenge

• Rapid user growth outpacing internal moderation capacity, driving SLA slippage from a 5-minute response target to actual 22 minutes
• Moderator wellness concerns and elevated attrition following exposure at the previous vendor
• Policy inconsistency across the four languages, causing regional user trust erosion
• Rising CSAM detection and reporting requirements from platform trust and safety authorities
• Difficulty building a compliant reporting hand-off pipeline for law enforcement escalations

The Corpshore approach

• Constructed a purpose-built moderation floor with acoustic and visual wellness design to reduce cumulative exposure stress
• Embedded an on-site psychologist and mandatory decompression protocol with rotation off egregious-content workflows after sustained exposure
• Ran biweekly language-specific policy calibration workshops with senior policy analysts and native-speaker moderators
• Built a CSAM-aware workflow with a dedicated escalation lane, evidence preservation and law enforcement reporting hand-off
• Instituted weekly attrition monitoring with proactive wellness intervention for at-risk cohorts

Results and impact