Highly developed video collection and analysis capabilities are necessary to extract the maximum possible insight from this multifaceted medium efficiently.

Video is an “ultimate” data-rich medium. It can combine speech, text, and image data flows effectively into a single coherent asset. This unmatched informational density means that even a seemingly simple video snippet may contain large quantities of contextual information.

From background noise to visible background features, location tags, and more, videos offer clues as to geography and specific setting—store, home, mall, etc. Video is rich in speech data. Everything from dialect and language of the speech content can offer vital insights. Finally, the visual analysis can interpret the image that each frame of video constitutes. That means analysis for relevant details that may only appear for a moment.

Maximize insights from every frame in a video.

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    ZEN3’S APPROACH TO VIDEO DATA

    Extracting the full potential of video requires a detail-oriented analytical approach. Our video data annotation experts apply coherent analytical standards to large volumes of video across diverse analytical categories.

    Specially trained on video annotation, our analysts follow a proven methodology for collecting and analyzing video data at an enterprise scale. We leverage customized tools powered by machine-learning automation and track visual and audio data meticulously to analyze every frame.

    We help you get the most out of your video data, whether that is only to derive more analytical value from existing stocks of static video or as the foundation of your machine learning project.

    WHAT WE DO

    VIDEO COLLECTION SERVICES

  • Client-defined data requirements analyzed by video specialists
  • Data requirements validated by ML experts
  • Collection supported in myriad environment types
  • Tooling and studio availability for high-quality recording
  • Global reach collection and processing

    • VIDEO ANNOTATION SERVICES

    • Annotation and labeling by Zen3 video ML Models
    • Further curation by human analysts with specialized video knowledge
    • Monitoring and quality control by professionals with experience in managing large volume enterprise video
    • Annotation on deep characteristics transcending simple labeling

    VIDEO INSIGHT SERVICES

    • Analysis covering subtle factors like sentiment, motivation, and background visual information
    • Custom labels and annotation for project-specific needs with video-specific details like time coding and frame placement
    • Live insight generation capable of delivering intelligence on real-time video streams
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    ZEN3 VIDEO DATA USE CASES

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    PRIVACY, PROTECTION & COMPLIANCE

    • PII redaction
    • PCI redaction
    • Other information redaction
    • Regulatory compliance monitoring

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    OPERATIONAL ANALYTICS AND SUPPORT

    • Safety and security
    • Internal productivity evaluation
    • Operational monitoring
    • Context-driven video evaluation

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    CUSTOMER SERVICE AND SUPPORT

    • Customer care compliance
    • Automated intake for user-submitted videos
    • Video-rich Customer Care Feedback
    • Analytical insight into video conversations (from video chat or on-location recordings)

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    SALES AND MARKETING

    • Analysis of video advertisements
    • Detailed information on video from social media and other sharing sites
    • Lead generation via free or limited-trial video-driven services
    • Video-driven sales representative evaluation

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    MACHINE LEARNING

    • Automated video data pipelines
    • Virtual assistants capable of reacting to live video
    • Long-term models improve accuracy over time
    • Video-powered chatbots that react to visual displays of emotion

    HOW WE DO IT

    We start by identifying video data sets that fit our client’s needs for the project. We collect data from both private vendors and utilizing publicly available data sources. Our global network of videographers and video data experts support a large volume of original video creation. Once acquired, we curate and organize data and ensure that the information is entirely accurate.

    Once the data is stored and organized, analysis and annotation efforts can begin. To support large-scale data analysis efforts, Zen3 utilizes a proprietary AI-driven platform called Datamime. This platform provides a comprehensive suite of custom-designed tools and process automation designed to streamline data collection and analysis efforts.

    We also assist our clients in developing an enterprise-grade self-learning platform from the ground up. Our machine learning model building services help execute prototypical applications.

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    DISCOVERY TO INSIGHT AND MODERATION PROCESS

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    1
    Video Requirements Analysis
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    Video Collection and Curation

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    Translation Transcription and Transliteration

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    ML Automated Labeling and Annotation

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    Human Annotation and Labeling with Quality Control

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    Converting and Automating Ongoing Video Data Requirements

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    Video Data Moderation

    ZEN3 VIDEO DATA SERVICE OFFERINGS

    VIDEO DATA COLLECTION SERVICES

    Our end-to-end video data collection supports even multiple extensive data-gathering efforts. We tailor all data collection to the specific needs of each project. When necessary, we generate original video via recording or video editing.Our global network of videographers and editors can capture enterprise-quality video anywhere—indoor or outdoor, day or night. We even support complex multi-perspective video capture for events like sports games and concerts.

    ANNOTATION AND LABELING SERVICES

    Our annotation and analysis process for video mines maximum insight from all aspects of video data, driving meticulously processed data capable of supporting machine learning models.Prototypical instances of our value-added annotation include speaker identification, entity tagging, sentiment analysis, contextualization and labeling, and more.

    VIDEO DATA MODERATION SERVICES

    Even relatively routine moderation efforts-like ensuring that user-generated videos don’t contain profane or offensive content, for instance. It requires a robust data pipeline. Automation streamlines this process to be far less cumbersome, while human analysts provide for more nuanced judgment calls.From confirming videos fulfill corporate policies to ensuring relevance to the task at hand, Zen3 offers real-time image video data management at any scale, anywhere.
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    OUR CREDENTIALS

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    Successful AI Data Items Delivered

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    Expert Annotators

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    PII Compliant

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    Successful AI & Data Projects

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    Data Acceptance and Accuracy

    Pan India, US & EU

    Coverage

    DATA SERVICES GROUP

    Our Data Services Group covers more than video data. With over 150+ million data entries, a 1200+ person team of experts, experience in 20+ languages and presence in over 13 markets, we help you no matter how ambitious your vision for video data is.

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    SPEECH

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    IMAGE

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    TEXT

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    MAPS

    IN SPOTLIGHT

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    Whitepaper - Cloud, Big Data Analytics

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    Case Study - Human In The Loop

    360-degree Tracking of All Customer Interactions to Increase CSAT Rates

    Read More

    Maximize insights from every frame in a video.

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      By contacting us, you are agreeing to the Zen3's Terms of Use and Privacy Policy.