← Back To All Posts
Date:
February 1, 2023

AI Content Detection In Practice: Spherexgreenlight™

Spherex's patented Spherexgreenlight™ AI/ML content analysis technology provides frame-level cultural feedback to content creators, distributors, and platforms so that titles can be adequately prepared for distribution to any country worldwide without regulatory or brand risk. Creators can use this technology at any stage of production to be alerted to events within the title that audiences or regulators may find objectionable. They can then decide how to address those issues before public release.

Spherexgreenlight™ is simple to use, its output easy to understand, and the technology behind it is truly extraordinary. This post describes what Spherexgreenlight™ looks for in video content (we call them events) and how it interprets events that could result in cultural, political, or regulatory issues.

Culture matters.

Analyzing scenes through a cultural lens is critical to determining content audience suitability for local markets. For film and television, the type, portrayal, and intensity of cultural events determine the familiarity and acceptance of foreign content. How a title is perceived by government regulators and the public directly impacts distribution opportunities, market reach, audience size, public relations, and revenue.

Events are the foundation.

Events are components of a scene that include dialogue, music, lighting, acts of violence, sexuality, and drug use, among others, that tell the story. Think of events as subjects plus action, surrounded by context. A gunfight is an event. A love scene is an event. An argument containing profanity is an event. As interpreted by each country's culture and rules, the frequency, intensity, and impact of events determine the respective age ratings for a title. Take drug use, for example. Images of someone using a drug prescribed by a doctor (like an antibiotic) versus one used recreationally (like nicotine or marijuana) or in an abusive manner (like methamphetamine) all uniquely contribute to the intensity or impact of an event. Illicit drug use that is implied, shown as occurring in the shadows, or results in negative consequences may be suitable for all age groups in some countries but only for teenagers and above in other countries. The magic is knowing how each event is interpreted culturally and then applying each country's respective laws and rules to determine the appropriate age rating.

Multiply that example across 200+ countries and territories, 7,151 known languages, and 3,800 distinct cultures, and you begin to see the value of Spherexgreenlight™. People interpret events differently based on their language, traditions, beliefs, and laws. There are hundreds of classifiable events to understand in preparing a title for international release.

Context is often the final arbiter.

Context is the circumstances that form the setting for a situation or event -- and thoroughly explain it. Lighting, environment, era, consequences, character portrayal, colors, and more all contribute to describing the context of an event and are perceived differently by cultures worldwide. Contextual cues for age ratings may involve the environment, the character's prominence, the plot's importance, and whether an objectionable event is glamorized or encouraged. Context is critical to the arithmetic of computing an event. It will either be an aggravating or mitigating factor and, thus, raise or lower the formulated age rating.

Event exceptions introduce risk.

"Exceptions" are events that contain objectionable content according to a country's culture, politics, or laws. Exceptions cause regulators to restrict content to adults, require compliance edits before distribution, or entirely ban a title in some cases. Compliance edits can be bleeps or blurs that have little impact on the story. Or they could entail cutting scenes or reshoots, depending on the form and degree of objectionable content. Showing the Taiwanese flag on a jacket for a few seconds got Paramount Studio's " Top Gun: Maverick " banned in Mainland China but had no impact anywhere else. Two words in a single line of dialogue mentioning a same-sex girlfriend in Disney's " Onward " was enough to get the film banned in multiple countries. Even the cultural miscues in Netflix's "Squid Game" indicate how exceptions impact audience and media response to a title.

Ideally, potential exceptions are identified during the script or production stages to mitigate compliance-related delays and costs. Knowing the concerns allows the director to address potential issues to avoid regulator scrutiny and reach the broadest audience in every market while staying true to their vision and the story. The difference in audience size of a film released in Germany rated age 12 compared to one rated age 16 is three million people. If similar ratings have similar population differences in multiple countries, making compliance edits can expand audience reach by millions. Because reach and engagement are vital determinants of success, knowing where to make edits to reach broader audiences is invaluable information, especially before issues arise.

Making global distribution more successful.

Few issues are more crucial to content creators than maintaining creative control and distributing their work. As global demand for content increases, those creating it will come face-to-face with the realities of international distribution. The first roadblock they will encounter is content regulators. Only Spherexgreenlight™ provides the insights necessary to ensure story integrity and cultural compliance and does so in a way that makes global distribution more successful.

Contact Spherex today to schedule a live demonstration.

Related Insights

Experience SpherexAI at NAB 2025

Spherex is headed to Las Vegas for NAB 2025, and we’re bringing a bold new expansion of our flagship product, SpherexAI. Join us at Booth W1456 in the West Hall of the Las Vegas Convention Center from April 6-9 to see how we’re transforming contextual advertising with cultural and emotional intelligence.

As the media and advertising industries look to AI for smarter targeting and better brand alignment, SpherexAI offers a groundbreaking solution. By analyzing the cultural and emotional context of streaming video at the scene level, SpherexAI helps advertisers engage audiences more meaningfully while reducing the risk of misaligned or unsafe ad placements.

The Power of Scene-Level Intelligence

At the heart of our advertising innovation is SpherexAI’s multimodal platform, which processes thousands of signals from every frame—visuals, audio, dialogue, and on-screen text—to create rich metadata that understands the tone, mood, and narrative context of video content.

This deep, scene-level intelligence powers a range of capabilities that can dramatically improve campaign effectiveness:

  • Smarter Ad Targeting – Ads are delivered when viewers are most emotionally receptive, based on the precise tone and content of each scene.
  • Seamless Integration – Ads align with the story arc instead of disrupting it, increasing both engagement and recall.
  • Cultural Sensitivity at Scale – Our patented Cultural Knowledge Graph ensures ad messaging aligns with local customs, values, and regulations in over 200 countries and territories.
  • Enhanced Brand Safety – SpherexAI actively prevents ad placements in scenes that could be offensive, inappropriate, or reputationally risky.

Whether you're building a global campaign or fine-tuning messaging for a specific region, SpherexAI ensures your ads resonate with cultural nuance and emotional precision. Best of all, this isn’t vaporware; SpherexAI can be added to your workflows today!

See It In Action

At NAB 2025, we’ll be demoing how SpherexAI empowers advertisers to connect with audiences in powerful new ways—by aligning their campaigns with the content people are already emotionally invested in.

Book a Demo

Ready to experience the future of contextual advertising? Book a meeting with the Spherex team or drop by Booth W1456 during NAB 2025. We’re excited to show you how scene-level cultural intelligence can elevate your strategy and unlock deeper audience engagement.

Read Now

Teresa Phillips Joins OTT.X Buzz Panel to Celebrate Women’s History Month

On March 19, 2025, Spherex CEO Teresa Phillips joined a distinguished panel of female executives for the OTT.X BUZZ session—Women’s History Month Edition. This engaging discussion covered the latest trends in OTT and digital video while shedding light on women's unique experiences navigating the media and technology industries.

Moderated by Charlene Polite Corley, VP of Diverse Insights & Partnerships at Nielsen, the panel featured:

  • Teresa Phillips, Chief Executive Officer, Spherex
  • Jenn Chen, Chief Revenue Officer, JWP Connatix
  • Maria Hellström, Chief Executive Officer, Codemill
  • Laura Martin, Managing Director, Senior Internet & Media Analyst, Needham & Company
  • Paige Sherman, Director, Digital Video Programming, Shout! Studios

Teresa shared valuable insights on leadership, career development, and the evolving role of women in media. Reflecting on her journey in a male-dominated industry and the U.S. Army, she emphasized the impact of mentorship and sponsorship in shaping successful careers. Offering practical advice for early and mid-career professionals, Phillips highlighted the importance of adaptability, recognizing career pivot points, and leading through times of transition.

Key Takeaways from the Discussion Throughout the session, the panelists tackled some of the most pertinent topics facing women and the industry today, including:

  • Work-Life Balance and Corporate Support: The panel explored how companies can better support caregivers, highlighting policies that enable a more inclusive and sustainable work environment.
  • The Rapid Evolution of AI in Media: With AI and automation playing an increasingly central role in content distribution, Phillips emphasized Spherex’s role in leveraging AI-powered tools to help studios navigate cultural and regulatory landscapes worldwide.
  • Leadership in a Shifting Industry: The panelists reflected on how they’ve adapted to significant industry changes, from the rise of FAST channels to the increasing role of data-driven decision-making in content strategy.
  • Challenges and Opportunities for Women in Media: The discussion tackled informal workplace dynamics that impact women’s success, from navigating corporate culture to advocating for fair representation at leadership levels.
  • Balancing Authenticity and Career Growth: Panelists shared insights on maintaining personal authenticity while adapting to workplace expectations in male-dominated spaces.

Looking Ahead: Women Driving Industry Innovation -The panelists reinforced that women’s leadership in M&E is not just necessary—it’s a competitive advantage. As AI, automation, and viewer behaviors evolve, diverse leadership will play a pivotal role in shaping the future of streaming.

Read Now

Contextual Advertising in Media and Entertainment

As media consumption increasingly shifts toward digital platforms, advertisers are rethinking their strategies to capture audience attention effectively.Traditional targeting methods that rely on demographics, user data, and third-party cookies are becoming less viable due to evolving privacy regulations and changing viewer behaviors. In this landscape, contextual advertising has emerged as a powerful approach for media and entertainment companies looking to align advertising with content in a meaningful way. This shift has created both challenges and opportunities for advertisers.

What is Contextual Advertising?

Contextual advertising is the practice of placing ads that are directly relevant to the content a viewer is watching, rather than being based on their personal data or browsing history. This strategy leverages the tone, theme, and emotional context of content to determine the most suitable ad placements.

For example, an ad for a travel experience appearing during a heartwarming reunion scene in a film about family bonds is far more impactful than a generic placement. The key advantage is that contextual ads feel natural, non-intrusive, and more relevant, leading to increased engagement and improved ad recall.

A recent AVCA study found that 42% of viewers were more interested in brands and products when ads were placed next to relevant content, and 38% learned more about products shown in AI-enabled contextually targeted ads.

WhyContextual Advertising Matters to Media & Entertainment Companies

1. Ensuring Brand Safety in a Complex Media Landscape: With a vast and diverse content ecosystem, brand safety is a growing concern for advertisers. Ads appearing in inappropriate or controversial content can damage a brand’s reputation.

Unlike traditional keyword-based targeting, which may misinterpret context, AI-driven contextual advertising ensures that ads appear in culturally appropriate and brand-safe environments.

Brand safety varies from country to country. Content considered neutral in one region may be perceived as controversial in another. Effective contextual advertising solutions must account for:

  • Local sensitivities
  • Regulatory restrictions
  • Cultural norms

This adaptability protects advertisers from unintended associations while preserving viewer trust across global markets.

2. Achieving Cultural Relevance for Global Audiences: With media distribution now spanning international markets, a one-size-fits-all approach to advertising no longer works. Different cultures interpret content in unique ways, and an ad that resonates in one region may be ineffective—or even offensive—in another. Contextual advertising powered by scene-level intelligence allows advertisers to tailor messages that align with regional values, traditions, and cultural expectations, increasing engagement and brand affinity across markets.

3. Scene-Level Intelligence: Placing Ads at the Right Moment: Beyond broad thematic targeting, scene-level intelligence enables advertisers to place ads at moments of peak emotional engagement. AI-powered analysis can detect pivotal narrative shifts, humor, suspense, or joy, allowing brands to insert ads at moments where viewers are most receptive. This enhances ad recall and emotional association with the brand, making advertising more effective and less intrusive.

4. A Privacy-First Alternative to Audience Targeting: With increasing data privacy regulations, brands must seek alternatives to traditional audience-based targeting. Contextual advertising provides a privacy-compliant solution by relying on content analysis rather than user tracking. This ensures brands can still deliver highly relevant messaging without relying on third-party cookies or invasive data collection.

A Smarter Approach with Advanced AI Technology

One advanced solution driving innovation in contextual advertising is SpherexAI. This technology analyzes content at a granular level, identifying specific scenes and moments where viewer engagement peaks. By processing visual, audio, and narrative elements, it can determine optimal ad placement opportunities that complement rather than interrupt the viewing experience.

SpherexAI provides scene-level intelligence that helps advertisers navigate the complexities of global content distribution, ensuring that ads align seamlessly with viewer expectations. This approach allows brands to:

  • Maximize engagement
  • Maintain brand integrity
  • Unlock new revenue opportunities
  • Deliver a more natural and immersive ad experience

NextSteps

For more information on maximizing your ad impact, visit Spherex or stop by booth W1456 during the upcoming NAB Show in Las Vegas. Use code NS7763 for a complimentary exhibitpass.

Read Now