# scylla.ai

> AI-optimized mirror of scylla.ai containing 50 pages totalling 59,908 words of clean markdown content, structured data, and semantic HTML. Original source: https://scylla.ai. Last updated: 2026-08-08T06:27:06.101Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Scylla | Creating the best possible AI tech for video surveillance](/content/site-root.html): Scylla develops highly precise and sensitive AI video analytics and threat detection solutions for video surveillance and security at large., Scylla develops highly precise and sensitive AI video analytics and threat detection solutions for video surveillance and security at large. (1,869 words)

## Articles & Blog Posts

- [Preventing Gun Violence in Retail Stores and Malls | Executive Guide](/content/preventing-gun-violence-in-retail-stores-and-malls-executive-guide.html): Commerce sites account for 17% of active shooter incidents, and 80% of mall crime occurs in the parking lot. This executive guide covers camera utilization, layered security, liability exposure, and how AI weapon detection turns existing cameras into real-time protection., Commerce sites account for 17% of active shooter incidents, and 80% of mall crime occurs in the parking lot. This executive guide covers camera utilization, layered security, liability exposure, and how AI weapon detection turns existing cameras into real-time protection. (2,662 words)
- [How AI Helps Monitor Thermal 
 Anomalies in Industrial Settings](/content/how-ai-helps-monitor-thermal-anomalies-in-industrial-settings.html): Learn how AI technology integrated with thermal cameras is utilized in industrial environments and what  benefits AI-powered thermal  screening  can bring., Learn how AI technology integrated with thermal cameras is utilized in industrial environments and what  benefits AI-powered thermal  screening  can bring. (1,173 words)
- [Southern Border: Cartels, Wagner, and Drone Warfare](/content/southern-border-cartels-wagner-and-drone-warfare/index.html): Understand the evolving tactics of cartels and explore the countermeasures, including advanced AI threat detection systems, needed to safeguard border security., Understand the evolving tactics of cartels and explore the countermeasures, including advanced AI threat detection systems, needed to safeguard border security. (2,337 words)
- [How Drones Are Used to Optimize
Physical Security](/content/how-drones-are-used-to-optimize-physical-security/index.html): Learn how drones are used in the security industry and what capabilities they gain if integrated with AI-powered solutions., Learn how drones are used in the security industry and what capabilities they gain if integrated with AI-powered solutions. (2,051 words)
- [Natural Language Video Search Is Here. What It Means for Security Investigations in 2026](/content/natural-language-video-search-is-here-what-it-means-for-security-investigations-in-2026.html): How does natural language video search work in security investigations? This expert guide covers VLM architecture, attribute-based search, forensic evidence export, and what to ask vendors before buying AI video analytics in 2026., How does natural language video search work in security investigations? This expert guide covers VLM architecture, attribute-based search, forensic evidence export, and what to ask vendors before buying AI video analytics in 2026. (1,669 words)
- [Advantages of Leveraging AI
for Event Security](/content/advantages-of-leveraging-ai-for-event-security/index.html): Learn how AI-powered solutions help enhance event security and heighten awareness of possible threats and decrease response time., Learn how AI-powered solutions help enhance event security and heighten awareness of possible threats and decrease response time. (2,268 words)
- [How to Choose the Right
Video AI Analytics Supplier](/content/how-to-choose-the-right-video-ai-analytics-supplier.html): Learn how to choose the best AI technology provider for your video surveillance infrastructure., Learn how to choose the best AI technology provider for your video surveillance infrastructure. (2,149 words)
- [Exploring the Past to Enhance School Safety and Prevent Active Shooter Incidents](/content/exploring-the-past-to-enhance-school-safety-and-prevent-active-shooter-incidents.html): Explore the history behind active shooter incidents to gain valuable insights on bolstering security measures in educational settings to prevent these tragic events., Explore the history behind active shooter incidents to gain valuable insights on bolstering security measures in educational settings to prevent these tragic events. (1,650 words)
- [Scylla Facial Recognition for Loss Prevention and KYC](/content/counting-visitors-and-spotting-strangers-with-scylla-facial-recognition-technology.html): Learn about the new valuable features of Scylla’s Facial Recognition system that helps upgrade video surveillance, improve access control and facilitate the enrollment process., Learn about the new valuable features of Scylla’s Facial Recognition system that helps upgrade video surveillance, improve access control and facilitate the enrollment process. (1,005 words)
- [How Drones are Used
to Enhance Physical Security](/content/how-drones-are-used-to-enhance-physical-security/index.html): There is a lot happening in the drone sector, especially in the drone security systems segment. Why? Let’s figure that out by analyzing certain factors responsible for this growth., There is a lot happening in the drone sector, especially in the drone security systems segment. Why? Let’s figure that out by analyzing certain factors responsible for this growth. (1,253 words)
- [Closing the Gaps: Scylla and the New Frontier of Weapon Detection and Video Analytics](/content/closing-the-gaps-scylla-and-the-new-frontier-of-weapon-detection-and-video-analytics.html): Discover how Scylla AI transforms weapon detection and video analytics with real-time gun detection, proactive threat alerts, and scalable AI security integration., Discover how Scylla AI transforms weapon detection and video analytics with real-time gun detection, proactive threat alerts, and scalable AI security integration. (1,151 words)
- [How AI Video Analytics Improves Security
and Business Operations in Casinos](/content/how-ai-video-analytics-improves-security-and-business-operations-in-casinos.html): Learn how AI-powered security solutions and traffic flow analysis are utilized in gambling facilities to create a secure environment for players, deter crimes and drive casino efficiencies., Learn how AI-powered security solutions and traffic flow analysis are utilized in gambling facilities to create a secure environment for players, deter crimes and drive casino efficiencies. (1,386 words)
- [Top Physical Security Trends for 2022](/content/top-physical-security-trends-for-2022/index.html): Learn about key technology trends that will impact the physical security industry in 2022, including the use of artificial intelligence, drones, IoT and more., Learn about key technology trends that will impact the physical security industry in 2022, including the use of artificial intelligence, drones, IoT and more. (1,871 words)
- [Deploying Facial Recognition Technology
at the Enterprise Level](/content/deploying-facial-recognition-technology-at-the-enterprise-level.html): Learn how modern deep learning based face recognition systems work for enterprise physical security needs., Learn how modern deep learning based face recognition systems work for enterprise physical security needs. (1,365 words)
- [Top 7 Physical Security Trends for 2021](/content/top-7-physical-security-trends-for-2021/index.html): From drone security and AI video analytics, to cybersecurity and privacy concerns, we are bringing to you 7 main physical security trends for 2021, From drone security and AI video analytics, to cybersecurity and privacy concerns, we are bringing to you 7 main physical security trends for 2021 (1,800 words)
- [Top AI Video Analytics Trends for 2025](/content/top-ai-video-analytics-trends-for-2025/index.html): Explore six critical trends that are redefining video analytics and share actionable tips for security professionals., Explore six critical trends that are redefining video analytics and share actionable tips for security professionals. (651 words)
- [Top Physical Security Trends for
Manufacturers to Focus on](/content/top-physical-security-trends-for-manufacturers-to-focus-on.html): From access control systems and perimeter intrusion detection, to drone surveillance and real-time anomaly detection, we are exploring key physical security trends for manufacturing units to monitor., From access control systems and perimeter intrusion detection, to drone surveillance and real-time anomaly detection, we are exploring key physical security trends for manufacturing units to monitor. (1,498 words)
- [Combating Shoplifting
with AI-Powered Video Analytics](/content/combating-shoplifting-with-ai-powered-video-analytics.html): Learn how AI-powered video analytics and facial recognition technology can help retailers increase security measures to curb shoplifting and prevent losses., Learn how AI-powered video analytics and facial recognition technology can help retailers increase security measures to curb shoplifting and prevent losses. (1,336 words)
- [Securing Our Schools:
 Scylla and Konica Minolta Join Forces for Visual Weapon Detection](/content/securing-our-schools-scylla-and-konica-minolta-join-forces-for-visual-weapon-detection.html): Discover how schools, hospitals, and other organizations improve video surveillance with the cutting-edge visual weapon detection solution from Konica Minolta and Scylla., Discover how schools, hospitals, and other organizations improve video surveillance with the cutting-edge visual weapon detection solution from Konica Minolta and Scylla. (1,385 words)
- [How Technology Could Have Altered the Maine Mass Shooting Timeline](/content/how-technology-could-have-altered-the-maine-mass-shooting-timeline.html): Discover how AI technologies, such as visual weapon detection systems, could have potentially altered the timeline and outcome of the recent mass shooting in Maine., Discover how AI technologies, such as visual weapon detection systems, could have potentially altered the timeline and outcome of the recent mass shooting in Maine. (1,134 words)
- [How to ensure accuracy and sensitivity of the face recognition system](/content/how-to-make-sure-that-the-face-recognition-system-is-accurate-and-sensitive.html): In our article we explore the way modern deep learning-based face recognition systems operate and how security professionals can make sure their face recognition technology is accurate., In our article we explore the way modern deep learning-based face recognition systems operate and how security professionals can make sure their face recognition technology is accurate. (1,590 words)
- [“AI will supplement rather
than replace human intelligence”](/content/ai-will-supplement-rather-than-replace-human-intelligence.html): Check out the Cybernews  interview with Albert and Ara from Scylla as they share how AI video analytics can dramatically improve physical security operations and threat detection., Check out the Cybernews  interview with Albert and Ara from Scylla as they share how AI video analytics can dramatically improve physical security operations and threat detection. (1,392 words)
- [The Transition of Physical Security to the Cloud](/content/the-transition-of-physical-security-to-the-cloud/index.html): In a new article from Scylla learn why businesses are moving now physical security to the cloud and what cloud adoption challenges they face., In a new article from Scylla learn why businesses are moving now physical security to the cloud and what cloud adoption challenges they face. (1,480 words)
- [Enhancing Critical Infrastructure Security with AI-Enabled Video Analytics](/content/enhancing-critical-infrastructure-security-with-ai-enabled-video-analytics.html): Learn how AI video analytics can help improve physical security and boost safety and operations of critical infrastructure sites., Learn how AI video analytics can help improve physical security and boost safety and operations of critical infrastructure sites. (1,089 words)
- [Access Control Systems: Overview
and Key Benefits](/content/access-control-systems-overview-and-key-benefits/index.html): Physical security infrastructure is incomplete without a reliable access control solution. Learn about different types of access control systems, their benefits and how to choose the right access control solution for your organization., Physical security infrastructure is incomplete without a reliable access control solution. Learn about different types of access control systems, their benefits and how to choose the right access control solution for your organization. (1,391 words)
- [Facial Recognition Technology:
Challenges and Use Cases](/content/facial-recognition-technology-challenges-and-use-cases.html): Face recognition technology is widely used for physical security due to its accuracy and efficiency. However, there are some concerns surrounding the use of facial recognition systems, such as privacy and racial bias., Face recognition technology is widely used for physical security due to its accuracy and efficiency. However, there are some concerns surrounding the use of facial recognition systems, such as privacy and racial bias. (971 words)
- [Scylla VMS Release Notes - Updates 1.24](/content/scylla-vms-release-notes-updates-124/index.html): Check out recent release notes for Scylla VMS 1.24 and its AI video analytics functionality., Check out recent release notes for Scylla VMS 1.24 and its AI video analytics functionality. (985 words)
- [8 Reasons to Use Intelligent License
Plate Recognition Systems](/content/8-reasons-to-use-intelligent-license-plate-recognition-systems.html): Learn how AI-powered vehicle identification and tracking systems work and top reasons to use this video analytics software., Learn how AI-powered vehicle identification and tracking systems work and top reasons to use this video analytics software. (1,378 words)
- [AI snake oil alert: "Agentic AI" in video security](/content/ai-snake-oil-alert-agentic-ai-in-video-security/index.html): Is agentic AI in video security a real breakthrough or just AI snake oil? Learn how to identify AI washing, evaluate vendor claims, and distinguish true AI capabilities from marketing hype in video analytics., Is agentic AI in video security a real breakthrough or just AI snake oil? Learn how to identify AI washing, evaluate vendor claims, and distinguish true AI capabilities from marketing hype in video analytics. (894 words)
- [The Cyber-Physical Convergence Has Arrived. Is Your Security Program Ready?](/content/the-cyber-physical-convergence-has-arrived-is-your-security-program-ready.html): If your cybersecurity and physical security teams still operate in silos, you are running zero programs. Learn how modern attackers exploit the gap and what a converged security program looks like in 2026., If your cybersecurity and physical security teams still operate in silos, you are running zero programs. Learn how modern attackers exploit the gap and what a converged security program looks like in 2026. (1,147 words)
- [Key Steps in Active Shooter Preparedness
for Businesses](/content/key-steps-in-active-shooter-preparedness-for-businesses.html): Utilizing next-gen AI-powered technologies is one of the main steps organizations must take to enhance their active shooter preparedness., Utilizing next-gen AI-powered technologies is one of the main steps organizations must take to enhance their active shooter preparedness. (1,297 words)
- [The Benefits of AI Video Analytics
for Retail Businesses](/content/the-benefits-of-ai-analytics-for-retail-businesses/index.html): Learn how AI-powered in-store analytics helps retailers maximize their performance, enhance customer experience and boost sales., Learn how AI-powered in-store analytics helps retailers maximize their performance, enhance customer experience and boost sales. (1,174 words)
- [Beyond AI Snake Oil: Exposing Fake ‘Self-Learning’ Claims](/content/beyond-ai-snake-oil-red-flags-in-vendor-claims/index.html): Anomaly detection and ‘self-learning’ vendors love buzzwords. This article exposes their AI snake oil and shows how to spot real performance and transparency., Anomaly detection and ‘self-learning’ vendors love buzzwords. This article exposes their AI snake oil and shows how to spot real performance and transparency. (1,094 words)
- [How to Enhance Data Center Security with AI-Powered Video Analytics](/content/how-to-enhance-data-center-security-with-ai-powered-video-analytics.html): Discover how AI video analytics is transforming data center physical security with real-time threat detection and AI-powered access control., Discover how AI video analytics is transforming data center physical security with real-time threat detection and AI-powered access control. (962 words)
- [AI Investment Lifecycle and Implications for AI Video Analytics](/content/ai-investment-lifecycle-and-implications-for-ai-video-analytics.html): Learn about the lifecycle of AI technologies and how venture capital investment trends impact the future of security video analytics., Learn about the lifecycle of AI technologies and how venture capital investment trends impact the future of security video analytics. (974 words)
- [AI-Powered Solutions to Prevent Tailgating](/content/ai-powered-solutions-to-prevent-tailgating/index.html): Explore how integrating AI-powered solutions into video surveillance and access control systems can effectively prevent unauthorized entry., Explore how integrating AI-powered solutions into video surveillance and access control systems can effectively prevent unauthorized entry. (873 words)
- [Video Analytics Trends Part 4:
Cloud and Edge Processing](/content/video-analytics-trends-cloud-and-edge-processing/index.html): In the fourth part of a series on video analytics market trends learn more about cloud and edge processing and their advantages over the on-premise model., In the fourth part of a series on video analytics market trends learn more about cloud and edge processing and their advantages over the on-premise model. (817 words)
- [Protecting Office Workers Against Active Shooters](/content/protecting-office-workers-against-active-shooters/index.html): Learn how to protect office workers from active shooter threats. Explore real-world incident insights and practical security strategies, including armed guards, secured access, and AI-powered gun detection systems., Learn how to protect office workers from active shooter threats. Explore real-world incident insights and practical security strategies, including armed guards, secured access, and AI-powered gun detection systems. (821 words)
- [Four Video Analytics Trends for 2024](/content/four-video-analytics-trends-for-2024/index.html): Discover the groundbreaking trends that will revolutionize video analytics in the year 2024., Discover the groundbreaking trends that will revolutionize video analytics in the year 2024. (912 words)
- [Saving Time in Active Shooter Response](/content/every-second-matters-saving-crucial-minutes-in-active-shooter-response.html): Gun violence and mass shootings is a big problem worldwide. AI surveillance can be the answer to this challenge effectively detecting and identifying threats and weapons., Gun violence and mass shootings is a big problem worldwide. AI surveillance can be the answer to this challenge effectively detecting and identifying threats and weapons. (595 words)
- [Trackforce and Scylla Partner to Connect AI Detection, Guard Dispatch & Incident Resolution](/content/trackforce-and-scylla-partner-to-connect-ai-detection-guard-dispatch-and-incident-resolution.html): Scylla gun detection system now integrates with TrackTik by Trackforce, providing real-time weapon detection, guard dispatch and incident resolution for security teams., Scylla gun detection system now integrates with TrackTik by Trackforce, providing real-time weapon detection, guard dispatch and incident resolution for security teams. (469 words)
- [Scylla VMS 1.25 - Major System Upgrades](/content/scylla-vms-125/index.html): Learn about the major improvements and system upgrades of Scylla Video Management System., Learn about the major improvements and system upgrades of Scylla Video Management System. (488 words)
- [Exertis bolsters AI security offering
with Scylla](/content/exertis-bolsters-ai-security-offering-with-scylla/index.html): Partnership of Scylla and Exertis now helps more security professionals access AI video analytics for perimeter intrusion detection and face recognition., Partnership of Scylla and Exertis now helps more security professionals access AI video analytics for perimeter intrusion detection and face recognition. (643 words)
- [Scylla AI now integrates with Hanwha’s
Wisenet WAVE VMS to bring highly accurate
video analytics to security professionals](/content/scylla-ai-now-integrates-with-hanwhas-wisenet-wave-vms-to-bring-highly-accurate-video-analytics-to-security-professionals.html): Scylla’s integration with Wisenet WAVE VMS provides Hanwha’s customers with video analytics, including gun detection, perimeter intrusion detection, and face recognition, among others., Scylla’s integration with Wisenet WAVE VMS provides Hanwha’s customers with video analytics, including gun detection, perimeter intrusion detection, and face recognition, among others. (462 words)
- [Five Insights about Selecting a Video Analytics Solution](/content/five-insights-about-selecting-a-video-analytics-solution.html): Discover crucial insights and guidance on how to choose the most suitable AI video analytics solution for your organization., Discover crucial insights and guidance on how to choose the most suitable AI video analytics solution for your organization. (604 words)
- [Video Analytics Trends Part 2:
AI Assisted Reporting](/content/video-analytics-trends-ai-assisted-reporting/index.html): Read the second part of a series on video analytics market trends and learn how advanced AI analytics is utilized for automatic identification of actionable insights and rationale that help security, retail or manufacturing organizations improve their operational performance., Read the second part of a series on video analytics market trends and learn how advanced AI analytics is utilized for automatic identification of actionable insights and rationale that help security, retail or manufacturing organizations improve their operational performance. (669 words)
- [Scylla awarded Weapon Detection agreement with Premier, Inc.](/content/scylla-awarded-weapon-detection-agreement-with-premier-inc.html): Premier members will now enjoy special pricing and terms for Scylla’s Gun Detection technology, Premier members will now enjoy special pricing and terms for Scylla’s Gun Detection technology (409 words)
- [Scylla and Southwest Automated Security announce strategic partnership](/content/scylla-and-southwest-automated-security-announce-strategic-partnership.html): Companies are set to bring in computer vision and artificial intelligence to help private security companies augment their security infrastructure, Companies are set to bring in computer vision and artificial intelligence to help private security companies augment their security infrastructure (362 words)
- [Scylla False Alarm Filtering
is Integrated with SureView Systems](/content/scylla-false-alarm-filtering-is-integrated-with-sureview-systems.html): SureView has launched integration with Scylla False Alarm Filtering to help their users eliminate false positives and improve response experience., SureView has launched integration with Scylla False Alarm Filtering to help their users eliminate false positives and improve response experience. (303 words)

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