HANGZHOU, China, Dec. 17, 2025 /PRNewswire/ -- Automation.com, a subsidiary of the International Society of Automation (ISA), and Hikvision have released a new joint white paper highlighting how large-scale AI powered video intelligence transforms efficiency and accelerates smart manufacturing.
Video systems—once used mainly for security—are rapidly becoming one of the most valuable sources of operational data in factories and industrial parks, accelerating smart manufacturing process. Today's cameras provide continuous visibility into assembly processes, equipment movement, quality details, and high-risk work areas, giving manufacturers a real-time view of complex production environments.
However, the large amount of volume and complexity of the video footages makes manual interpretation impractical. This is where large-scale AI becomes essential, enabling advanced artificial intelligence applications across manufacturing operations.
Beyond simple rule-based analytics, large-scale AI in manufacturing can interpret context, detect anomalies, recognize human–machine interactions, and retrieve specific events from vast video archives through natural-language queries. This transforms video from passive monitoring into a powerful engine for operational intelligence—helping prevent accidents, reduce downtime, and improve overall quality and efficiency.
The joint white paper by Automation.com and Hikvision examines how large-scale AI technologies, including Hikvision's Guanlan models, are reshaping key areas of manufacturing performance:
- Manufacturing park operations – AI-enhanced video improves campus visibility, reduces false alarms, and accelerates incident search and verification with natural language queries, enabling quicker response and smoother daily operations with smart manufacturing environments.
- Plant safety and risk prevention – Automated detection of PPE issues, unsafe interactions, and early signs of smoke or leaks helps prevent accidents, reduce risks, and lighten manual oversight.
- Production-line quality control – Real-time video inspection identifies assembly errors, missing components, and packaging issues, delivering better product quality, less rework, and more stable production.
Together, these applications mark a major shift: video is no longer a static record but an active intelligence layer supporting safer, leaner, and more reliable manufacturing, driven by AI in manufacturing.
Looking ahead, the integration of AI-driven video with robotics, automated material handling, and industrial IoT systems will further accelerate smart manufacturing. As AI becomes more capable of understanding long, complex activity sequences, manufacturers will gain richer insights that drive predictive and adaptive operations.
Download the full white paper to explore how the latest generation of large-scale AI-powered video intelligence is transforming manufacturing—turning video into a strategic source of insight and factory-wide optimization.
** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **
How large-scale AI powered video intelligence transforms efficiency and accelerates smart manufacturing
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APIA, Samoa, April 2, 2026 /PRNewswire/ -- Phemex, a user-first crypto exchange, announced the release of its April 2026 Proof of Reserves (PoR), reinforcing its commitment to transparency, asset backing, and user fund security. The latest report confirms that all user balances are fully backed, with a total reserve ratio of 131% across major assets.
According to the April 2026 Proof of Reserves, Phemex maintains overcollateralized reserves across key cryptocurrencies, including BTC at 133.11%, ETH at 141.61%, USDT at 103.61%, and SOL at 155.62%. All reported assets exceed a 100% reserve ratio, indicating that user liabilities are fully covered and assets remain accessible at all times.
Phemex's Proof of Reserves uses a Merkle tree-based verification model, enabling users to independently confirm that their balances are included in the platform's total liabilities while preserving data integrity and privacy. This cryptographic approach allows for transparent verification without exposing individual account data.
Federico Variola, CEO of Phemex, commented: "Being user-first, in practice, means giving users clear visibility into how their assets are held and managed. Publishing Proof of Reserves on a consistent basis is part of that approach, ensuring transparency is built into the system rather than treated as a one-time check. It's about creating a platform where users can operate with confidence, knowing the fundamentals are in place."
By releasing Proof of Reserves on a recurring monthly basis, Phemex provides a verifiable view into platform solvency and reserve backing. The April 2026 update continues this practice, supporting greater accountability and measurable transparency in the digital asset ecosystem. Ongoing investments in infrastructure, system stability, and user experience aim to ensure that traders can manage assets, execute trades, and access funds without friction.
About Phemex
Founded in 2019, Phemex is a user-first crypto exchange trusted by over 10 million traders worldwide. The platform offers spot and derivatives trading, copy trading, and wealth management products designed to prioritize user experience, transparency, and innovation. With a forward-thinking approach and a commitment to user empowerment, Phemex delivers reliable tools, inclusive access, and evolving opportunities for traders at every level to grow and succeed.
For more information, please visit: https://phemex.com/
APIA, Samoa, April 2, 2026 /PRNewswire/ -- Phemex, a user-first crypto exchange, announced the release of its April 2026 Proof of Reserves (PoR), reinforcing its commitment to transparency, asset backing, and user fund security. The latest report confirms that all user balances are fully backed, with a total reserve ratio of 131% across major assets.
According to the April 2026 Proof of Reserves, Phemex maintains overcollateralized reserves across key cryptocurrencies, including BTC at 133.11%, ETH at 141.61%, USDT at 103.61%, and SOL at 155.62%. All reported assets exceed a 100% reserve ratio, indicating that user liabilities are fully covered and assets remain accessible at all times.
Phemex's Proof of Reserves uses a Merkle tree-based verification model, enabling users to independently confirm that their balances are included in the platform's total liabilities while preserving data integrity and privacy. This cryptographic approach allows for transparent verification without exposing individual account data.
Federico Variola, CEO of Phemex, commented: "Being user-first, in practice, means giving users clear visibility into how their assets are held and managed. Publishing Proof of Reserves on a consistent basis is part of that approach, ensuring transparency is built into the system rather than treated as a one-time check. It's about creating a platform where users can operate with confidence, knowing the fundamentals are in place."
By releasing Proof of Reserves on a recurring monthly basis, Phemex provides a verifiable view into platform solvency and reserve backing. The April 2026 update continues this practice, supporting greater accountability and measurable transparency in the digital asset ecosystem. Ongoing investments in infrastructure, system stability, and user experience aim to ensure that traders can manage assets, execute trades, and access funds without friction.
About Phemex
Founded in 2019, Phemex is a user-first crypto exchange trusted by over 10 million traders worldwide. The platform offers spot and derivatives trading, copy trading, and wealth management products designed to prioritize user experience, transparency, and innovation. With a forward-thinking approach and a commitment to user empowerment, Phemex delivers reliable tools, inclusive access, and evolving opportunities for traders at every level to grow and succeed.
For more information, please visit: https://phemex.com/
** This press release is distributed by PR Newswire through automated distribution system, for which the client assumes full responsibility. **
Phemex Publishes April 2026 Proof of Reserves, Reporting 131% Total Reserve Ratio
