Alternatives to Preamble

Amazon Rekognition simplifies the integration of image and video analysis into applications by utilizing reliable, highly scalable deep learning technology that doesn’t necessitate any machine learning knowledge from users. This powerful tool allows for the identification of various elements such as objects, individuals, text, scenes, and activities within images and videos, alongside the capability to flag inappropriate content. Moreover, Amazon Rekognition excels in delivering precise facial analysis and search functions, which can be employed for diverse applications including user authentication, crowd monitoring, and enhancing public safety. Additionally, with the feature known as Amazon Rekognition Custom Labels, businesses can pinpoint specific objects and scenes in images tailored to their operational requirements. For instance, one could create a model designed to recognize particular machine components on a production line or to monitor the health of plants. The beauty of Amazon Rekognition Custom Labels lies in its ability to handle the complexities of model development, ensuring that users need not possess any background in machine learning to effectively utilize this technology. This makes it an accessible tool for a wide range of industries looking to harness the power of image analysis without the steep learning curve typically associated with machine learning.

Hive presents a comprehensive approach to safeguarding your platform. By harnessing the power of the largest global distributed workforce dedicated to labeling data, we are setting new standards in automated content moderation. Our offerings include top-tier models combined with manual moderation, enabling us to deliver scalable solutions that surpass the capabilities of traditional business process outsourcing (BPO) contract workers. Moreover, alongside our leading models, our extensive workforce is equipped to address a wide range of manual moderation requirements. From overseeing user-generated content to annotating large volumes of training data, our decentralized system and consensus-driven policy ensure an unparalleled level of accuracy that outshines our competitors. This unique blend of technology and human expertise positions us as a frontrunner in the industry.

Elite Image Moderation and Beyond. Explore a quicker and more effective approach to maintaining the integrity of user-generated content. Due to the intricate nature of context and nuance, our team of human moderators is adept at identifying violations that might not be clear-cut and making final decisions on images that adhere to your brand’s criteria. Our Automated Intelligent Moderation (AIM) API service provides round-the-clock safeguarding against the potential hazards of user-generated content on your brand platforms—identifying and eliminating inappropriate images instantly. This exceptional solution combines the advantages of both automated systems and live moderation through a single, user-friendly API. Utilizing advanced AI technology, our system identifies images likely to contain problematic content, thereby reducing the number of submissions that need human assessment. The remaining content is then prioritized for review by trained professionals who can spot any further violations, ensuring a thorough moderation process. Together, these elements create a robust defense for your brand’s online presence.

Renowned for safeguarding online communities from inappropriate material, this service offers an API that seamlessly integrates with your website, application, or platform. It evaluates animated images, providing ratings based on their suitability for various audiences—adult, teen, or all ages—while tagging images with identified labels. The system can identify visible anime characters and ascertain any copyright information related to the image content. Additionally, it assesses text across 27 languages, flagging any offensive words and supplying a sanitized version. Furthermore, it can analyze images to extract text from QR codes, enhancing its utility for diverse applications. Overall, this tool is designed to ensure content is appropriate and compliant for all users.

Eliminate your backlog and enhance accuracy in Trust and Safety actions through automation—no engineering, machine learning expertise, or vendor coordination needed. Clearly outline your platform's acceptable content and our AI agents will implement those guidelines with unmatched speed and accuracy. With our quality monitoring solutions, you can confidently apply consistent policies that are easily repeatable. Traditional machine learning models often come with high costs for labeling and training, while training human reviewers can take even more time. Our system allows for the immediate implementation of new enforcement measures without the need for retraining agents or models. Unlike typical ML classifiers, which often lack transparency in their decision-making process, SafetyKit offers comprehensive explanations for every choice made, ensuring you understand the reasoning behind each action. This transparency not only builds trust but also enhances your ability to manage safety effectively.

Our tools for marketplace content moderation are always available and automatically screen every image uploaded to your platform. It can detect nudity, harmful contents, weapons, and other content that is not in line with your policy. It can also check the text to detect ALL CAPS and any other unwelcome symbols. It also allows users to modify their product images by changing the background or color. EasyCMT also offers a plug-in to the Slack app. Our Slackbot app can detect, mark, and remove toxic content from the Slack channel. Slackbot ensures that communication within Your digital workspace is safe. Users will be more inclined to visit the website again and upload more content if the aesthetic content matches the purpose. Google searches also rank sites with high quality content higher in search results.

Our AI goes beyond merely scanning content; it comprehends the intricacies of context. Designed for enterprise-level demands, our platform efficiently handles millions of interactions each day, delivering unmatched speed and accuracy while adapting to the specific requirements of various sectors. Effortlessly moderate text, images, and videos through a single, robust API, guaranteeing thorough content safety across all mediums. With built-in support for over 35 languages and a keen awareness of cultural nuances, it ensures effective moderation for a wide array of international communities. Our AI excels in understanding subtle conversations, cultural nuances, and the dynamics within communities, surpassing basic keyword matching to offer precise, context-aware moderation. Deploy quickly with our versatile API and comprehensive software development kit. You have the option to choose between cloud, on-premise, or edge deployment to suit your security needs. Leverage moderation data to derive actionable insights, allowing you to track trends, recognize potential threats, and enhance your safety strategy through our sophisticated analytics dashboard. This capability not only aids in maintaining content integrity but also empowers organizations to foster safer online environments.

Minimize the workload associated with manual moderation through advanced AI classification that mimics human understanding. This AI boasts exceptional accuracy in recognizing tone, context, and situational nuances. By evaluating multiple signals in conjunction, similar to human perception, Unitary allows for more precise classifications. The result is an enhanced user experience, reduced time spent correcting erroneous evaluations, and increased opportunities for moderators to concentrate on critical tasks. Our models are tailored to align with your specific trust and safety protocols while also providing ready-to-use models that consider tone, context, and setting, leading to substantial improvements in accuracy. Facilitate real-time customer interactions and optimize workflows by efficiently processing millions of content pieces daily. By lowering manual moderation expenses and safeguarding users, Unitary aims to empower brands and platforms to grasp the intricacies of every piece of content. Our innovative approach leverages context-aware AI and sophisticated multimodal machine learning techniques to ensure a comprehensive understanding of content in its specific context. Ultimately, this enables organizations to navigate the complexities of content moderation with greater ease and efficiency.

We have achieved remarkable advancements in the AI value chain through a variety of projects that encompass diverse data types, industries, and global regions. Our extensive and varied experiences allow us to tackle specific challenges and enhance solutions across multiple sectors effectively. We provide high-precision custom data sources tailored to your model's requirements from various locations, all while adhering to strict GDPR, SOC 2, and ISO compliance standards. Experience unparalleled data annotation and labeling with an impressive accuracy rate of around 95% across all types of data, which guarantees optimal model performance. In the initial stages of development, evaluate your model's performance to receive an impartial expert assessment concerning vital performance metrics including bias, duplication, and ground truth response. Additionally, enhance the accuracy of your model by utilizing the expertise of our dedicated validation team to confirm and refine your model's outputs for superior results. This comprehensive approach ensures that your AI solutions are not only effective but also responsible and reliable.

Ensuring a secure online environment requires both diligence and compassion. The speed at which online content is produced and disseminated is staggering, creating numerous challenges that demand attention. To shield their users from potential dangers, companies must implement strong systems alongside watchful human moderators. At TaskUs, we recognize the importance of content security as an expanding service, and we are devoted to crafting the optimal online environment. Our ambition is to establish TaskUs as the premier provider and expert in content moderation—a vision that influences all facets of our operations, collaborations, and our unwavering commitment to a safer internet. We have developed The TaskUs Method, a thorough global initiative focused on psychological health and safety for content moderators, founded on principles of evidence-based psychology and grounded in neuroscience. Content security continues to rapidly evolve within our organization, supported by a team of over 5,000 dedicated professionals who are integral to the success of top brands across sectors such as social media, FinTech, and gaming. This dedication not only enhances our service offerings but also reinforces our mission to protect users in an increasingly complex digital landscape.

Azure AI Content Safety serves as a platform for content moderation, harnessing the power of artificial intelligence to ensure the security of your content. By employing advanced AI models, it enhances online interactions for all users by swiftly identifying offensive or inappropriate material in both text and images. The language models are capable of examining text in multiple languages, whether it be concise or extensive, while adeptly interpreting context and meaning. Additionally, the vision models utilize cutting-edge Florence technology to perform image recognition, identifying various objects within images. AI content classifiers are designed to pinpoint content related to sexual themes, violence, hate speech, and self-harm, achieving a remarkable level of detail in their assessments. Furthermore, the platform provides severity scores related to content moderation, which reflect the potential risk associated with the content on a scale that ranges from low to high, allowing for informed decision-making regarding user safety. This comprehensive approach ensures a safer and more inclusive online environment for all users.

Media Firewall is the ultimate solution for online security. Our powerful AI-based platform for content moderation specializes in image and video moderation. It also filters out harmful text, voice, and text. Our multimedia moderation platform is your first line of defence, detecting offensive material in real-time and ensuring a safe digital environment for users.

Our automated AI and ML solutions, powered by an API, efficiently identify and categorize sensitive and explicit material within your video content, guaranteeing that your videos meet compliance standards and are ready for streaming. We tailor our screening and tagging processes to align with the specific guidelines of your regional broadcasting platforms. Our system allows for the detection and categorization of explicit and sensitive content in your videos, with customizable tags that can be adapted to fit your unique requirements. By utilizing Content Moderation Pro, you can ensure regulatory compliance while enhancing viewer engagement. This service not only fosters a safe and reliable atmosphere for your audience but also helps you comply with official standards and monitor influencers. Additionally, it can contribute to increased conversions and sales, while also improving your search engine visibility. Save both time and resources with our innovative solutions, which are available through appealing SaaS subscription models tailored for enterprises of all sizes. Ultimately, our platform empowers you to maintain high-quality content while prioritizing viewer safety and satisfaction.

A new artificial intelligence system has been developed to detect and respond to child sexual abuse material more efficiently, aimed at protecting victims at a faster rate. Utilizing real CSAM data, this AI effectively scans, identifies, and flags new images that depict child abuse with remarkable precision. In partnership with law enforcement and prominent Canadian universities, CEASE.ai employs a combination of neural networks and various AI models to achieve accurate detection of such harmful content. The system offers investigators a user-friendly plugin that allows them to upload images from their cases and run hash lists to filter out known content. Subsequently, the AI suggests potential labels and prioritizes images that may contain previously unseen CSAM. Investigators can then examine the flagged images, verify their illegal nature, strengthen their cases against perpetrators, and expedite the rescue of vulnerable victims. Additionally, social media platforms integrate with the CEASE.ai API endpoint, which processes all user-uploaded images in real time, ensuring that any content related to child abuse is swiftly identified and labeled by the system. This innovative approach not only enhances the efficiency of investigations but also contributes significantly to the protection of children at risk.

Your clientele actively interacts with your brand, sharing enthusiastic praises during the day and raising bizarre grievances at night. To effectively manage text, image, and video content moderation, it's essential to have a skilled moderator who can embody and safeguard your brand with a personable approach. ModSquad emerges as the top choice for moderating social media and user-generated content across various platforms, languages, and geographical locations. This includes overseeing discussions and interactions, ensuring the safety of your audience while protecting your brand’s reputation. They meticulously review content in chat rooms, message boards, and comments, escalating significant concerns to the appropriate stakeholders. Their moderation strategies span multiple platforms and incorporate behavior-management software, along with recommendations for chat and safety tools. Additionally, they adhere to COPPA compliance and best practices for child safety. Their services also include bilingual moderation in foreign languages, with customized schedules that offer full hours or even 15-minute check-ins, available round-the-clock throughout the year. Whether your project is large or small, ModSquad is equipped to handle it with expertise and efficiency.

Develop your own customized policies that extend beyond typical abuse classifications and implement them swiftly. Intrinsic serves as a platform designed to create AI agents focused on fostering user trust by integrating seamlessly into your current workflows, gradually improving human oversight through safe automation. Streamline the moderation process for text, images, videos, and reports with a system that continuously enhances its performance with each moderation attempt. Efficiently handle review queues and escalation processes using detailed Role-Based Access Control (RBAC) permissions. Utilize insights from performance reports and comprehensive health monitoring across the platform to make informed, data-driven decisions. Benefit from cutting-edge security features, AI-enhanced analytics, and extensive information governance to ensure your operations remain robust and compliant. With these tools, organizations can maintain high standards of user engagement and safety.

We enable advanced trust and safety teams to gain deeper insights into their data, enhance decision-making processes, and assess their effectiveness, all from one centralized platform. This allows for improved user protection with increased accuracy. Cinder consolidates essential trust and safety data, liberating teams from the burdens of spreadsheets, customer relationship management tools, and intricate SQL queries. By centralizing decision-making in line with established policies, teams are equipped to access the necessary information for swift decisions. Cinder brings together the requisite data and context that empower teams to make quicker and more precise choices. Whether it's for evaluating individual content or undertaking comprehensive investigations and case management, Cinder offers a strategic overview that enables teams to function effectively from one location. With customizable metrics and dashboards, Cinder ensures that teams have the clarity they need to make informed decisions confidently. Leading teams turn to Cinder to navigate complex integrity operations effectively, ensuring that they remain ahead in a challenging landscape. Ultimately, this integration not only enhances operational efficiency but also fosters a culture of informed decision-making within trust and safety teams.

ActiveFence is a leading Trust and Safety provider of online platforms. It protects over three billion users daily from malicious content and behavior. ActiveFence is trusted by Trust and Safety teams across the board to protect their users from online harms such as child abuse, disinformation and hate speech, fraud and terror. Our platform is equipped with a full range of capabilities, including AI-driven harmful content detection. ActiveFence protects online platforms in over 100 different languages. This allows people to interact and thrive online safely.

Business data can be found in many formats and from different sources. Many business data is not structured or semi-structured. IDP (Intelligent Document Processing), which uses AI and programmable automation (such repetitive tasks) to convert business data into usable, structured formats and for consumption by downstream system. Blox.ai uses Natural Language Processing (NLP), Computer Vision, (CV) and machine learning tools to identify, label and extract relevant data from any type. The AI then converts the extracted information into a structured format and creates a model that can be used for all types of similar documents. Blox.ai is used to reconcile data based upon business requirements and push the output to downstream system automatically.

TrustLab delivers a comprehensive and forward-looking regulatory compliance solution that is driven by artificial intelligence and insights from top industry professionals. Ensure your platform adheres to critical regulations, including the EU Digital Services Act (DSA), the UK Online Safety Act, and the Australian Online Safety Act. With its easy-to-integrate user complaint system, TrustLab addresses both existing and upcoming regulatory mandates, including the Digital Services Act. Stay compliant with essential regulatory obligations such as creating transparency reports, providing messaging, drafting statements of reasons, managing appeals, and more. Additionally, TrustLab offers liability protection against penalties resulting from user content moderation issues. You can confidently monitor and assess the performance of your platform's moderation efforts. Utilize TrustGraph's advanced AI technology and industry benchmarks to assess risk in real-time effectively. Moreover, TrustLab aids in identifying and taking action against networks of malicious actors that spread harmful content, ensuring a safer online environment for all users.

The entirety of the content created by you or your audience plays a crucial role in shaping your brand's identity. Consequently, overseeing this image across various digital platforms is essential for enhancing the customer experience today. We assist you in producing, uploading, standardizing, extending, controlling, responding, alerting, and listening, ensuring that all your online brand environments reflect your brand's identity and resonate with your online communities. This encompasses not just social media but also advice, forums, and all platforms that generate user-generated content. Social media never takes a break, and neither do we. It serves as a universal language, one in which we are fluent. Our dedicated teams, both in France and internationally, work in a timely and sustained manner. Our expertise in recruiting, training, and coaching enables us to provide quality, ongoing management, and flexibility tailored to the dynamic nature of social media. From our early involvement in moderating forums since 2002 to today’s comprehensive management of some of the biggest brands' social media accounts, we recognize the significance of ensuring that your content remains high-quality and secure. In this fast-paced digital landscape, maintaining a consistent and engaging brand presence is more important than ever.

Crisp is an innovative firm specializing in Social Media Safety and crisis monitoring. Their advanced technology is relied upon by some of the most prominent brands globally for the swift and accurate identification of critical issues and crises. Founded in 2005 by Adam Hildreth, an entrepreneur in online gaming and social media, Crisp was initially focused on safeguarding children and teenagers from online threats such as abuse, sexual exploitation, and cyberbullying within gaming and social platforms. As businesses began to leverage social media for customer engagement, Crisp expanded its services to assist brands in managing potential liabilities across their social media presence and the broader online environment. Catering to a diverse range of sectors, including luxury, media, pharmaceuticals, and FMCG, Crisp is trusted by global brands to protect over $4.5 trillion in market capitalizations. With continuous monitoring of social media and the internet, Crisp ensures that brands receive immediate notifications about emerging threats. Their comprehensive approach to safety and crisis management not only protects businesses but also enhances their reputation in a digital landscape fraught with challenges.

Take decisive steps to ensure that your platform does not serve as a channel for CSE content by severing connections with distributors and addressing the underlying human tragedies associated with it. By streamlining the process, you can empower your analysts to have greater oversight over the content they review. Instead of sifting through extensive amounts of random media on a case-by-case basis, they can validate the classifier's selections methodically, focusing on specific categories. Our solutions, designed for rapid categorization, will significantly enhance your analysts' capabilities, enabling them to transition from merely addressing a backlog of moderation to actively identifying, classifying, and eliminating CSE content from your platform. This proactive approach not only improves efficiency but also contributes to a safer online environment for everyone.

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

ToxMod™ stands out as the only comprehensive voice moderation solution available globally. While conventional voice moderation tools primarily concentrate on the small fraction of players—approximately 8%—who submit reports, ToxMod surpasses these limitations by autonomously identifying all significant harmful behaviors on your platform, enabling your team to intervene in real-time and prevent valuable players from leaving due to negative experiences. Designed to grasp the intricate aspects of voice communication, ToxMod transcends mere transcription by analyzing emotions, speech patterns, and audience reactions, among other factors. It quickly becomes well-versed in your game's code of conduct, prioritizing the most critical issues to ensure your team can address them effectively. User data is rigorously anonymized and safeguarded in accordance with ISO 27001 standards, and Modulate is committed to never selling or renting your data under any circumstances. Additionally, ToxMod comes equipped with various plugins compatible with different game engines and voice infrastructures, allowing for seamless integration in less than 24 hours. By employing advanced machine learning techniques, ToxMod is adept at detecting when conversations start to veer off course, ensuring a safer environment for all players involved. Ultimately, ToxMod represents a forward-thinking approach to voice moderation that protects both the integrity of your platform and the experience of your community.

SeyftAI is an advanced platform for real-time, multi-modal content moderation that effectively screens harmful and irrelevant materials across various formats, including text, images, and videos, to guarantee compliance while providing customized solutions for different languages and cultural nuances. With a wide-ranging set of tools, SeyftAI assists in maintaining clean and safe digital environments. It can identify and eliminate harmful textual content in numerous languages effortlessly. The API provided by SeyftAI facilitates the smooth integration of its content moderation features into your existing applications and workflows. Additionally, it can autonomously detect and filter out inappropriate or explicit images without the need for human oversight. SeyftAI enables users to customize content moderation workflows according to their unique requirements. Furthermore, users can obtain detailed reports and analytics on their content moderation efforts, enhancing transparency and effectiveness. By utilizing this platform, businesses can ensure that their digital content remains safe and compliant, adapting to the ever-evolving landscape of online interactions.

Anolytics specializes in providing data annotation services for images, videos, and text specifically tailored for machine learning and AI-driven computer vision applications. Their affordable annotation solutions support the development of machine learning and artificial intelligence models while ensuring high accuracy and quality in the data provided. Utilizing a variety of annotation techniques, Anolytics delivers meticulously annotated datasets in text, images, and videos. Their expertise lies in Image Annotation, Video Annotation, and Text Annotation, consistently achieving the highest levels of precision. Furthermore, Anolytics offers a comprehensive suite of data annotation services, essential for training in both machine learning and deep learning projects. This includes specialized techniques such as Bounding Boxes, Semantic Segmentation, 3D Point Cloud Annotation, and 3D Cuboid Annotation, relevant across various industries such as healthcare, autonomous driving, drone technology, retail, security surveillance, and agriculture. With a commitment to scalability, Anolytics provides timely solutions at competitive prices for clients worldwide, making them a go-to partner for cutting-edge data annotation needs. Their focus on customer satisfaction and quality assurance sets them apart in the rapidly evolving landscape of AI and machine learning.

CaliberAI offers innovative digital solutions aimed at assisting publishers and online platforms by identifying potentially harmful or defamatory content, thereby mitigating the risks associated with publishing such materials. As the landscape of internet publishing undergoes significant changes, the environment has become increasingly perilous for content creators. The tools provided by CaliberAI empower journalists, editors, moderators, and various types of publishers to navigate these challenges effectively. The dissemination of defamatory and harmful text poses substantial financial risks for both traditional news outlets and digital platforms. To address these concerns, CaliberAI's offerings focus on the pre-publication phase, incorporating features such as a browser extension, tailored classification systems, comprehensive API integration, and continuous model oversight. By employing these advanced tools, publishers can enhance their content moderation processes and foster a safer online discourse for their audiences.

A tailored neural network has been developed to efficiently triage reported online content. For an extended period, social media platforms have depended on users to flag abusive behavior, hate speech, and various forms of online harm. These reports are forwarded to moderation teams that assess each one on a case-by-case basis. Many platforms encounter an overwhelming number of reports daily, with a significant portion being resolved without any further action. However, reports that involve urgent matters—such as threats of suicide, violent acts, terrorism, or child exploitation—run the risk of being overlooked or not addressed promptly. This delay can lead to serious legal repercussions as well. Under the German law known as NetzDG, social media platforms are obligated to eliminate reported hate speech and unlawful content within a 24-hour timeframe, or they could incur fines reaching up to 50 million euros. As similar regulations regarding reported content are emerging in countries like France, Australia, and the UK, the need for effective moderation techniques is becoming increasingly critical. With Two Hat’s Predictive Moderation product, platforms have the capability to develop a specialized AI model that learns from the consistent decisions made by their moderation teams, thereby improving response times and accuracy in handling urgent reports. This innovation not only enhances user safety but also helps platforms navigate the complex landscape of legal compliance effectively.

Aestron is primarily utilized for various notifications such as system alerts, logistics reminders, order updates, and payment confirmations. It boasts advanced capabilities in recognizing images, videos, audio, and text through an exceptionally precise, thorough, and adaptable content security framework. Utilizing an extensive library of sensitive terms, Aestron facilitates textual analysis, identification of copyrighted materials, and offers robust support for natural language processing across numerous languages, including but not limited to English, Chinese, Spanish, Hindi, Arabic, Portuguese, Russian, Thai, Vietnamese, and Indonesian. With a self-developed cross-domain learning algorithm, Aestron enhances the performance of specific algorithms by leveraging a vast dataset for continuous improvement. It ensures accurate speech recognition, supports multiple languages, and maintains high levels of recognition accuracy. Additionally, it swiftly identifies illicit content while efficiently handling a large volume of detection requests concurrently. This comprehensive approach allows Aestron to adapt to a variety of user needs while upholding stringent content security measures.

OpenWeb (formerly Spot.IM) allows you to unleash your community. Your top users drive your business. Our complete Community Platform allows you to segment, monetize and build your core audience. Engaging users and circulating traffic automatically leads to pageviews. Advertising can be used to monetize areas with user-generated content. Say goodbye to comments and hello to our "Conversation". Our Conversation is powered by real-time elements and supports rich-media & Emojis. It is also SEO friendly. User engagement creates data. We help you monetize your communities, from sentiment analysis to defining custom audience. We help you reduce human moderation by providing high-quality, brand-safe conversations. Our machine-learning moderation technology removes spam and illicit comments and seamlessly integrates into leading security technologies. Identify your core audience and allow them to communicate with other contributors.

Our innovative technology harnesses the power of AI to safeguard your children from dangerous online material. Together, we can ensure that your kids maintain their joyful expressions while exploring the digital world. This solution effectively blocks all types of harmful content, extending beyond just explicit material to include distressing or frightening elements. Our advanced model is capable of identifying over 15 categories of harmful content, such as pornography, violence, and horror. In a comprehensive analysis conducted in 2020, CyberPurify scrutinized more than 21 million pieces of content across various platforms including images, news articles, videos, search engines, and social media. This filtering system empowers you to enhance your children's protection against the potential dangers of the internet. The content monitoring feature evaluates the websites your children visit, actively blocking any harmful images, videos, or advertisements. Additionally, CyberPurify prioritizes your family's privacy by preventing tracking from common third-party systems, spyware, and adware. Tailored specifically with Machine Learning capabilities, CyberPurify Kids not only shields against inappropriate content and ads in browsing environments but also offers robust protection against tracking, phishing attempts, and fraudulent activities. Ultimately, this tool provides peace of mind for parents while fostering a safer online experience for children.

Areto Labs helps companies turn online abuse and spam (now that is turning lemons into lemonade!) into engaged online communities. We do this by quickly eradicating spam, abuse and harassment, promoting genuine engagement and enhancing security, saving social media teams precious time and boosting engagement and brand reputation. Our software helps organizations get the most out of their social media presence.

Safer is designed to combat the viral dissemination of child sexual abuse material on your platform, ensuring enhanced safety for your team, organization, and users alike. This system not only boosts team efficiency and well-being but also fosters collaboration by dismantling silos and tapping into community expertise. Utilizing advanced perceptual hashing and machine learning algorithms, it effectively identifies both known and unknown CSAM. Flagged content can be queued for review through moderation tools specifically developed with employee wellness as a priority. Verified CSAM is reviewed and reported, with content securely archived to meet regulatory standards. Additionally, Safer expands protective measures to detect both known and potentially new or unreported content at the point of upload. The Safer community collaborates to discover more abuse materials, and our APIs are engineered to enhance the collective knowledge surrounding child abuse content by sharing hashes, comparing with industry-standard hashes, and providing input on false positives. This collective effort not only strengthens the fight against abuse but also encourages a proactive approach to safeguarding vulnerable individuals.

Utilizing Utopia AI Moderator for automation significantly enhances content quality, accelerates publishing timelines, and lowers operational expenses. This advanced moderation solution fully automates the process of safeguarding your online community and brand against harmful user-generated content, fraudulent activities, cyberbullying, and unwanted spam. By analyzing past decisions made by human moderators, it adapts in real time and demonstrates superior accuracy compared to human oversight. Utopia AI Moderator excels in understanding context and can operate in any language, demonstrating remarkable proficiency with informal expressions, slang, and regional dialects. The tool enhances the caliber of published material while eliminating delays in publishing, offering dependable and continuous content curation, which allows human moderators to prioritize strategic moderation policies and tackle only the most complex cases. With a quick setup that takes merely two weeks, Utopia AI Moderator effectively manages 100% of incoming content and continuously improves by learning from its operational experiences. This makes it an invaluable asset for any organization looking to maintain a safe and engaging online environment.

TELUS International specializes in crafting and providing advanced digital solutions aimed at improving the customer experience (CX) for innovative global brands. Their extensive array of services facilitates every phase of their clients' digital transformation journeys, allowing them to swiftly adopt cutting-edge digital technologies that lead to enhanced business results. The company's comprehensive offerings encompass digital strategy, innovation, consulting, design, IT lifecycle solutions, data annotation, intelligent automation, and omnichannel CX solutions, which feature content moderation, trust and safety measures, along with various other managed services. Supporting growth at all development stages, TELUS International collaborates with brands in rapidly expanding sectors such as technology and gaming, communications and media, eCommerce and fintech, healthcare, and travel and hospitality. By leveraging their expertise, they help organizations navigate complex digital landscapes and improve overall operational efficiency.

Amazon Mechanical Turk (MTurk) serves as a crowdsourcing platform that facilitates the outsourcing of various tasks and processes to a diverse workforce that operates online. The range of tasks available on MTurk can vary widely, encompassing straightforward activities like data validation and research, as well as more subjective assignments such as participating in surveys and moderating content. By utilizing MTurk, businesses are able to tap into a vast pool of global talent, leveraging their collective knowledge and skills to enhance operational workflows, improve data collection and analysis, and expedite the development of machine learning algorithms. Despite advancements in technology, certain tasks remain more efficiently executed by humans rather than computers, including content moderation, data deduplication, and in-depth research. Historically, companies have addressed these needs by assembling large temporary teams, a method that often proves to be costly, time-consuming, and challenging to scale, leading many tasks to be neglected or postponed. Thus, MTurk offers a more efficient alternative for organizations seeking to complete these types of work without the traditional drawbacks associated with temporary hiring.

Modr8.ai, an AI-powered bot for moderation, is designed to automate and streamline the management of Telegram Communities. It has a number of advanced features that are designed to keep group chats engaging, safe, and free of spam or inappropriate content. The bot monitors messages continuously in real-time using customizable rules that admins define in natural language. It is easy to set up, manage, and doesn't require any technical expertise. Modr8.ai's core features include: - Modification Rules that can be customized: Admins are able to define rules for text and media moderating using simple, plain English. You can, for example, block messages that contain specific keywords, offensive words, or media which does not fit the group guidelines. - Real-Time Moderation of Content: Modr8.ai analyzes each message as it is sent, automatically flagging and blocking content that does not comply with your rules. It can moderate text and images to ensure your community is free of unwanted content.

We combine the power AI and trained moderators in order to promote civil and safe online discussions on social media and websites. AI automatically detects and conceals harmful comments while human moderators protect freedom of speech by preventing a false positive. We provide a sophisticated, complex tool for managing communities that not only moderates online conversations automatically but also gives you insights into your audience's emotions. It consolidates all of your social media profiles, websites and community management into one place. This gives you a comprehensive view of your community. AI content moderation uses advanced natural language processing algorithms and machine learning to adapt to evolving linguistic patterns and minimize false-positives for technologically sophisticated and context-aware moderating.

Developing customer care marketing messages that promote a bias-free workplace is essential. Dost identifies toxic language, microaggressions, and unconscious bias in various forms of communication, including text, images, and videos, encouraging users to adjust their messaging accordingly. We have curated a range of resources designed to support you in managing change, enhancing communication, and effectively implementing Dost. This presentation outlines a comprehensive strategy for rolling out Dost, detailing the necessary steps for a successful launch within your organization. It serves as a practical guide for change leaders, offering clear directions on how to effectively introduce Dost to your workplace. Inside this document, you will find all the essential data required to advocate for the adoption of Dost among stakeholders and employees alike. Powered by advanced AI models, Dost specializes in identifying noninclusive language, which is defined based on established research criteria tailored for workplace communication. By utilizing insights gathered from both primary and secondary research, we ensure our AI models are equipped to foster a more inclusive environment. Ultimately, embracing tools like Dost can significantly enhance workplace dynamics and promote a culture of respect and understanding.

This tool is the perfect tool to automatically moderate content. Filter unwanted content from photos, videos, and live streams. The API instantly returns moderation results and scales automatically to meet your needs. You can easily increase your Moderation Pipeline to millions of images per month. The API was designed by developers for developers. To get the API up and running, you only need to write a few lines. Use our SDKs to get detailed documentation. Built on state-of the-art models and proprietary technology. Moderation decisions are consistent and easily auditable. Feedback loops and continuous improvement are also included. Your images are kept private and are not shared with third parties. The 'offensive endpoint detects and recognizes different types of items that are inappropriate for the general public.

Content Moderation utilizes advanced deep learning techniques and draws upon Alibaba's extensive experience in Big Data analysis to effectively oversee various forms of multimedia, including images, videos, and text. This system not only aids users in filtering out adult content, violence, terrorism, drugs, and other illegal or inappropriate materials but also addresses issues related to spam advertisements and enhances overall user experience. With the ability to deliver automated moderation responses in under 0.1 seconds and maintain an accuracy exceeding 95 percent, it efficiently identifies harmful images, videos, text, and audio associated with illicit activities like violence, extremism, and profanity. The technology processes billions of multimedia pieces daily, leveraging Alibaba's robust deep learning solutions that can be tailored to meet specific user needs. It continuously adapts and refines its recognition capabilities as it learns from new data, ensuring that the system remains up-to-date with evolving challenges in content moderation. This ongoing enhancement not only boosts the effectiveness of the platform but also reinforces user trust in the safety and relevance of the content they engage with.

Effectively manage user-uploaded videos and live streams on a large scale by identifying content that is copyrighted, criminal, or duplicated. Safeguard your collection by monitoring major video platforms for any unauthorized reproductions. Automatic Content Recognition (ACR) represents a sophisticated technology that employs algorithms to scrutinize and recognize both criminal and copyrighted videos within user-generated content. Each new upload on your platform is cross-referenced with a comprehensive database of criminal and copyrighted materials. Upon detecting a match, you receive an alert regarding the potential infringement, enabling you to maintain oversight of your platform's content in real-time. With ContentCore, WebKyte's innovative ACR solution, platforms can swiftly detect unauthorized copyrighted video material, thereby mitigating the risk of legal repercussions associated with violations of Article 17. This proactive approach not only helps in maintaining compliance but also enhances the integrity and trustworthiness of your platform.

Innovation lies at the heart of what we do. Cogito supports AI-driven enterprises and business projects by providing an adept team for data annotation, content moderation, and a variety of other data processing services. Our comprehensive data enrichment offerings serve as a one-stop shop for all your data-related requirements. With a blend of scalable and highly experienced professionals, we leverage their expertise to address your needs with remarkable precision and efficiency, all while ensuring complete data security and confidentiality. We are dedicated to Human Empowered Automation. Our goal is to assist customers in driving innovation and growth by addressing their everyday data challenges. By utilizing our on-demand workforce, we collaborate with clients in Artificial Intelligence, Technology, and eCommerce to create high-quality datasets that are essential for developing and refining a range of state-of-the-art business applications. We pride ourselves on delivering cost-effective, extremely accurate, fully scalable, and secure data enrichment solutions tailored for businesses and AI enterprises alike, ensuring our clients can thrive in a competitive landscape. Our commitment to excellence guarantees that we remain a trusted partner in your journey towards success.

The presence of toxicity in online environments presents a significant hurdle for both platforms and content creators. This form of abuse and harassment can stifle crucial perspectives in discussions, often pushing already marginalized individuals away from participating in these conversations. To address this issue, publishers, platforms, and users can leverage the capabilities of Perspective across various applications, such as comment sections, forums, or any text-driven interactions. Developers customize and implement Perspective to cater to diverse audiences, ensuring adaptability. Moderators benefit from Perspective by efficiently prioritizing and assessing flagged comments for appropriateness. Additionally, the tool provides valuable feedback to users who engage in posting harmful remarks. Furthermore, developers can create functionalities that allow readers to filter out unwanted comments, such as the option to conceal them. Ultimately, Perspective has been found to enhance user engagement by fostering safer dialogues and empowering individuals to contribute more positively online, thereby promoting a healthier digital community overall. The ongoing challenge of online toxicity necessitates innovative solutions like Perspective to ensure that all voices can be heard without fear of harassment.

CommentGuard is an advanced moderation solution designed specifically for managing comments on Facebook and Instagram. It consolidates comments from posts and advertisements into one unified inbox, enabling users to easily like, hide, delete, block, or respond to comments. Notable features encompass real-time AI moderation, automated responses tailored from provided company data, intent detection powered by AI, pre-saved replies, and automatic reply capabilities. The platform excels at identifying and concealing inappropriate comments, spam, and other undesirable content across various languages. Furthermore, it facilitates teamwork by allowing collaboration among members without the need to share login information, thus promoting a secure and effective approach to comment management while enhancing user interaction.

An advanced content moderation and chat filtering solution tailored for social media platforms. This robust, scalable, and automated system allows for seamless integration through an API to monitor text, usernames, images, and videos instantaneously. Two Hat’s innovative platform processes over 102 billion interactions per month, including messages and multimedia, all in real-time, ensuring effective classification and filtering. With a focus on identifying and addressing online dangers such as cyberbullying, abuse, hate speech, violent threats, and child exploitation, we empower clients from diverse social networks to create safer and healthier environments for their users. Retain control over your moderation practices with the ability to customize settings, establish adaptable workflows, and implement real-time changes while enjoying complete visibility into our service. In critical situations on your platform, where the safety of individuals is at stake, timely responses can make all the difference. By leveraging our solution, you not only enhance user experience but also contribute to a more secure online community.

Bodyguard serves as a guardian for your online communities and platforms, defending them against harmful content, cyberbullying, and hate speech. Harness the benefits of fostering positive interactions while safeguarding your spaces from negativity. It categorizes various forms of toxic content and assesses their severity through thorough contextual analysis and decoding of internet language. Whether dealing with a handful of blog comments or an avalanche of social media input, even including live streams, it boasts a robust database to guide content strategies and discover innovative ways to connect with your audience. You have the flexibility to select the categories of toxic content you wish to monitor, ensuring tailored moderation. Communities free from toxicity are three times more likely to retain existing users and draw in newcomers. Furthermore, without toxic content, visitors typically engage with your platforms for approximately 60% longer. By protecting your brand's reputation and ensuring a safe environment for users and employees alike, you prevent your business from being associated with harmful material. The integration process is seamless and quick via API, making it compatible with any platform you use, and pricing can be customized to meet your specific requirements. In today’s digital landscape, ensuring a safe online space not only enhances user experience but also fosters community growth and loyalty.

Ally stands out as the premier solution for overseeing your online community effectively. It enables you to remove harmful individuals, acknowledge and incentivize positive contributors, and gain deep insights into the dynamics of your community. Central to Ally's functionality is its advanced contextual analysis. This involves intricate layers of examination that analyze the connections between characters, phrases, messages, and individuals, facilitating a comprehensive understanding of communication patterns on your platform. Ally can identify various behaviors, including but not limited to aggression, harassment, bullying, hate speech based on identity, white nationalism, grooming, fraud, and other forms of targeted discourse. Furthermore, Ally's behavioral taxonomy is highly adaptable, and we collaborate with our clients to customize it to meet their specific requirements. By prioritizing safety and engagement, Ally helps foster a healthier online environment for all members.

Pattr helps you to make your customers and audience feel more comfortable so that you can have the meaningful conversations with your team. Solutions include: • Content Moderation - AI powered content moderation • Superfans - Discover your promoters and influencers • Marketing Automation - Engage your audience at scale • Conversational Bots - One-on-one conversations with customers A unified inbox, intelligent Process Automation, and Conversational AI allow you to scale the power of human connection instantly. Although strong campaigns can be driven by large social media components, it takes a lot of effort and investment. The question is, how can you scale real-time conversations to drive brand engagement and user engagement? Customers need to be provided with timely and useful information that leads to the desired outcome, such as educating, capturing leads or triggering sales. Customers will be more engaged with brands if they have the right information at the right moment. This builds trust and helps to build trust.