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Trust & Safety

AI-based content moderation that scales with your community

Spectrum Labs detects online toxicity in any language to help Trust & Safety teams moderate more content, faster.
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Online communities protected

How Spectrum Labs supports your
Trust & Safety team

If you’re in charge of Trust & Safety for a growing online platform, chances are you’re overwhelmed. You need to scale up your moderation for a rapidly increasing volume of content, but you might not have the budget to add more content moderators to your team.

This is a very risky position — a strained Trust & Safety operation leaves the entire platform vulnerable to shutdown, whether it’s from irreversible negative publicity or being deplatformed.

Spectrum Labs’ Guardian solution helps your Trust & Safety team achieve content moderation at scale. Guardian’s contextual AI and automation detects a higher volume of harmful content with greater confidence, and flags your platform's most harmful users. Instead of trying to moderate each message, your team can moderate users, not just messages to ban, mute, or warn users and immediately remove 30%-60% of toxic content on your platform.

Content moderation powered by AI

Spectrum Labs’ industry-leading Guardian solution helps Trust & Safety teams identify
harmful and healthy user behavior to better manage their online community.

Guardian works across any language and can be scaled to cover more content as the platform grows. 

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Contextual AI

Some behaviors are obvious and easy to recognize, but others depend on context. Spectrum Labs’ Contextual AI analyzes metadata from user activity, profiles, room reputations, and conversation history to accurately identify harmful content and complex behaviors that other solutions miss.

This involves more than keyword detection — Contextual AI looks at a range of metadata and circumstances to find illicit activity like:

  • Sustained bullying or grooming for child sexual abuse
  • Radicalization and calls for violence
  • Spamming and financial scams
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Multi-language moderation

Spectrum Labs’ patented multi-language support for Guardian allows platforms to scale globally without weakening their Trust & Safety commitments or content moderation capabilities.

  • Detect and easily add new language capabilities with AI transfer learning.
  • Recognize character-based slang, hybrid languages, l33tspeak, emojis, and more.
  • Localize moderation actions and see insights by language and region.
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Healthy behaviors

Guardian is the only content moderation solution that can recognize healthy behavior and positive contributions to online platforms. This helps Trust & Safety teams run safer, more enjoyable communities — and measure their impact on user retention.

  • The only 360-degree analytics tool that tracks success in shifting your platform’s users toward healthier behaviors.
  • Measure Trust & Safety impact on user retention and engagement.
  • Increase meaningful engagement by incentivizing positive contributions to the community.
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User-level moderation

Across every kind of platform, from dating apps to social media to games and marketplaces, a small percentage of bad actors produce a large percentage of toxic content.

Instead of reviewing and moderating each message, Guardian provides the industry's only user-level moderation, allowing Trust & Safety teams to action users. This scales your team's capacity to cover more content by stopping adversarial content at the source.

  • Target toxic and illegal content at the user level to rapidly scale the coverage and reduction of toxicity with your existing team.
  • Utilize bulk actions to automatically ban, silence, or warn repeat policy violators who produce the majority of toxic content.
  • Track metrics and gain insight into healthy and harmful behavioral patterns.
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"3% of users across all types of platforms produce an average of 60% of all toxic content."
Hill Stark, PHD Head of Data Analytics

Guardian’s UI capabilities

The Guardian UI enables Trust & Safety teams to take automated, effective action at scale with Spectrum Labs’ API.
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Moderation queue

Prioritize cases by severity for moderator decisions. The queue can be reviewed at the user or content level and integrated with your internal systems.

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Automation builder

Moderate at scale. Automatically block or remove content, warn or suspend users, and send special cases to the queue for human review.

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Analytics dashboard

Gain 360-degree insight, and measure the impact of efforts to minimize toxicity and maximize positive interactions to drive user retention and growth.

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Custom actions

If your team prefers to use your own UI, we can help trigger custom actions with configurable webhooks that respond in milliseconds.

Overnight I saw a 50% reduction in manual moderation of display names.

David Brown SVP, Trust and Safety

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In Spectrum Labs, we have a partner who is in the trenches with us…we're seeing great results and know our players will experience a significant positive impact on the safety, health, and enjoyment of our games.

Weszt Hart Head of Player Dynamics

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Spectrum Labs was extremely easy to integrate. We were up and running in a few days.

Michelle Kennedy CEO and Founder

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Masterclass

Using AI to Recognize and Reward Pro-Social Behaviors

icon-Calendar-white December 1, 2022
icon-schedule-white 11:00 AM PT / 2:00 PM ET

Hear from industry experts as they discuss the capabilities of content moderation AI and how it can be maximized by platforms, as well as the retention and revenue benefits of its implementation.

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Learn more about how Guardian can aid your Trust & Safety efforts