Protect
Publish with confidence
- Apply editorial policy before harmful content spreads
- Reduce routine review and prioritise cases that need judgement
- Protect journalists, moderators and readers from repeated abuse
Industries
One core intelligence.
Built around your reality.
Different platforms define acceptable content differently. Utopia adapts to your policy rather than forcing your community into a fixed taxonomy.
For news publishers
Moderation protects the conversation.
Utopia AI helps you understand it.
Keep discussion open without turning moderation into a newsroom bottleneck—and turn the audience conversation into a source of editorial and commercial insight.
Understand
Hear what the audience is telling you
- Spot emerging themes and recurring reader questions
- Identify constructive contributions worth elevating
- Track volume, tone and engagement as stories develop
Spot the stories inside the discussion.
30%more daily commentsIltalehti 50%of editors’ moderation time savedWatson 80%comment moderation automatedNU.nl 100%of German comments pre-moderated in real time20 Minuten
Results reported in published Utopia Analytics customer case studies.
Gaming & chat
Keep the game moving.
Protect the people playing.
Fast conversations, player slang and global communities make moderation part of the gameplay experience. Utopia applies your rules in context so teams can respond to harmful interactions without treating every competitive exchange as abuse.
Safety at the speed of play
The Utopia approach
Context-aware moderation
Player interactions
Harassment and abusive language can escalate during live play
Evaluate chat against your community policy and the meaning of each interaction
Personal boundaries
Grooming and unsafe contact sharing can move conversations off-platform
Identify abusive language and unsafe contact sharing for moderation
Language and context
Slang, disguised expressions and different languages complicate review
Route uncertain cases to reviewers and learn from confirmed decisions
Marketplaces
Build trust between
buyers and sellers.
Listings and buyer–seller messages need to be useful, relevant and safe. Utopia helps marketplaces apply their own policies consistently as content volumes grow.
More listings. More complexity.
The Utopia approach
Apply your marketplace rules
Trust in every listing
Fraudulent content and unsafe contact sharing undermine buyer confidence
Assess listing content and relevant context against your policies
Relevant discovery
Duplicate listings and spam make relevant offers harder to find
Identify duplicates, spam and suspicious links before publication
Decisions in context
Policy breaches can be hidden in descriptions, images and links
Prioritise uncertain cases for human review with decision context
E-commerce & reviews
Keep reviews useful.
Keep customers informed.
Reviews help shoppers make decisions when they can find relevant experiences and constructive feedback. Utopia helps teams moderate reviews consistently across products, markets and languages.
Useful feedback at scale
The Utopia approach
Protect the value of reviews
Useful feedback
Spam, abuse and irrelevant content reduce the value of reviews
Apply your review policy consistently to incoming content
Customer privacy
Personal information and unsafe links can appear in customer submissions
Understand context to distinguish critical feedback from abusive language
Reviews across markets
High review volumes and varied language put pressure on manual teams
Reduce routine review and direct uncertain decisions to your team
Dating
Support genuine connection.
Protect personal boundaries.
Dating platforms need to balance open communication with protection from harassment, fraud and unsafe contact sharing. Utopia adapts moderation to your platform’s standards and community context.
Trust in personal conversations
The Utopia approach
Apply your safety standards
Personal safety
Harassment and unwanted sexual content can undermine user safety
Assess messages and other submitted content against your own policy
Trust in the interaction
Fraud and suspicious links can exploit personal trust
Identify abusive content, suspicious links and unsafe contact sharing
Room for genuine connection
Context matters when assessing contact sharing and sensitive language
Support consistent decisions across languages with human review for uncertain cases
Streaming
Focus on creating.
Keep your community thriving.
For influencers and content creators, every conversation is part of the audience experience. Utopia AI helps moderate chat, comments and messages in context, giving creators and their teams more time to create, connect and grow—on their own terms.
Your creativity. Your community.
The Utopia approach
AI moderation that supports your voice
More time to create
Fast-moving chats and growing comment sections can pull attention away from creating
Automate routine moderation around your community policy and direct uncertain cases to your team
Boundaries that matter
Personal interactions need clear boundaries, whether your community is open, subscriber-only or age-restricted
Apply your rules to intrusive requests, coercive language and unsafe personal information sharing, with context at the centre of each decision
A community worth returning to
Spam and harassment can drown out the conversations that bring audiences back
Keep constructive discussion moving while identifying harmful interactions, so your team can focus on meaningful engagement
Start with your content
Social media
Keep conversations open.
Keep harm in check.
Social conversations can grow quickly and shift in tone without warning. Utopia helps platforms apply community standards while preserving space for constructive participation.
Constantly changing conversations
The Utopia approach
Moderate meaning, not just words
Respectful participation
Harassment and hate speech can spread across posts and comments
Evaluate content and conversational context against your community standards
Space for conversation
Spam and harmful content compete with constructive participation
Identify spam, abuse and deliberately disguised expressions
Meaning in context
Slang, coded language and shifting context make keyword rules insufficient
Escalate uncertain or high-impact cases and learn from moderator decisions