viAct.ai Blog 2024年12月23日
Agentic AI in Construction: The AI-Powered Ally in Risk Management
index_new5.html
../../../zaker_core/zaker_tpl_static/wap/tpl_guoji1.html

 

生成式AI的进步正在改变我们与人工智能的互动方式。代理AI的出现标志着一个新阶段,AI系统能够自主运行、适应动态环境并做出类似人类的复杂决策。在工作场所安全领域,代理AI可以彻底改变安全标准。它不仅能监控,还能主动降低风险,成为安全人员的智能助手。通过实时数据分析和预测,代理AI能够提供个性化的安全指导,实现更高效的沟通和风险管理,从而提升整体工作场所的安全水平。

💡 代理AI系统具备自主性,能够从与人类和系统的互动中学习,基于实时数据调整工作流程,并通过整合多方信息做出果断决策。

🛠️ viAct的viGent是一款基于LLM的对话式AI,它能自主监控工地活动,识别危险并发出实时警报,减轻安全人员的负担。它与现场的视频、音频、文本信息以及工人健康记录等元素整合,创建一个全面的安全生态系统。

🚧 代理AI在建筑领域的应用包括:利用行为洞察进行PPE合规性监控、通过风险建模进行高空作业安全管理、进行叉车和车辆操作的碰撞风险分析、进行塔式起重机安全预测性负载分析、进行密闭空间监控并发出预测性警报、进行火灾和爆炸风险管理并进行根本原因分析、以及通过模式识别来检测滑倒、绊倒和跌倒等事故。



The advancements in Generative AI have significantly transformed how we interact with artificial intelligence. Gone are the days when AI-powered chatbots merely responded to prompts with static information.

 

The emergence of Agentic AI marks a new phase—one where AI systems operate with autonomy, adapt to dynamic environments, and make complex, human-like decisions.

 

While the role of this evolved technological tool is finding its way into business operations, Agentic AI in workplace safety is a revolution that can transform safety benchmarks.

 

Let’s navigate step-by-step!


What is the exact role of Agentic AI in workplace safety?


Unlike traditional AI, which relies heavily on human programming for specific tasks, Agentic AI systems demonstrate agency, the ability to:

 

 

For example, a safety chatbot using Agentic AI doesn’t just remind workers about safety protocols. It predicts hazards, communicates in real-time, and recommends preventive actions, creating a collaborative environment between humans and machines.

 

In the construction sector, where the stakes are high, this ability to make intelligent, human-like decisions is invaluable.

 

It paves the way for AI-powered safety management systems to not only monitor but also actively mitigate risks—acting as an intelligent ally to human safety officers.


Introducing viAct’s Agentic AI in Workplace Safety –viGent





viAct’s LLM-powered conversational AI, viGent, exemplifies Agentic AI’s potential in construction. Unlike traditional safety systems, viGent goes beyond providing information to workers.

 

It offers:

 

    Autonomous Operations: viGent autonomously without specific instructions, closely monitors the site activities 24/7, identifies hazards, and issues real-time alerts, reducing the burden on safety officers.


    Goal-Oriented Approach: The EHS manager does not need to devise a plan for a specific workplace safety task, instead viGent outlines the plan of action all be itself by keeping the primary goal in mind – workplace safety.


    Interaction with Environment: viGent integrates with every element on-site, from video, audio, and textual information from CCTVs, IoT sensors, latest safety documents, compliance checklists, and training data of workers to health records such as ergonomic assessments of individual workers, creating a cohesive safety ecosystem.


    Optimized Safety Instructions: Whether it’s reminding workers to secure harnesses or evacuating due to a fire, viGent’s instructions in workplace safety are personalized to specific situations.


    Enhanced Communication: By empowering EHS teams with conversational AI for safety, viGent delivers seamless communication between workers and safety officers, ensuring prompt feedback and action. Whether it is their mobile phone or smartwatch, the communication continues to flow!



Applications of Agentic AI in Construction





viAct’s Agentic AI's ability to autonomously make decisions and act in complex environments makes it a transformative force in construction.

 

Here are some key areas where its application is revolutionizing risk management and operational safety:

 

1. PPE Compliance Monitoring with Behavioral Insights

 

Agentic AI not only detects instances of PPE non-compliance but also records detailed contextual data—worker identity, location, frequency of violations, and environmental conditions. This allows for a deeper analysis of recurring patterns and targeted interventions.

 

Suppose a worker repeatedly forgets to wear gloves when handling hazardous materials. Agentic AI identifies this pattern, sends an immediate alert to the worker, and flags the incident in the centralized system.

 

The safety officer is then equipped with insights to conduct personalized training or adjust site-level protocols.

 

2. Work-at-Height Safety with Risk Modelling


Falls from heights are a critical safety concern. Agentic AI actively models risk scenarios in real time by integrating data such as worker movements, scaffolding conditions, and weather forecasts.

 

If a worker nears the edge of a scaffold without a safety harness, the AI records the incident with precise location and worker details while simultaneously issuing a warning. This data helps safety officers develop predictive insights to mitigate future risks.

 

3. Forklift and Vehicle Operations with Collision Risk Analysis


Agentic AI tracks vehicle paths, speed, and proximity to workers or other machinery. It not only prevents immediate collisions but also records operational data for refining traffic management plans.

 

During forklift operations in a congested zone, Agentic AI identifies near-miss incidents and adjusts movement pathways dynamically. The system logs every detail—operator behavior, time of day, and zone-specific risks—enabling data-driven improvements.

 

Suppose, the operator is not sure about the speed limit for the loading truck near a particular zone in the construction site. The worker can immediately ask viGent for the requirements.





This level of information cannot be expected from human surveillance due to limitations. But viGent is quick enough to deliver the instructions for smooth vehicle movement.


4. Tower Crane Safety with Predictive Load Analysis


Agentic AI ensures safer crane operations by factoring in real-time data like load weight, wind speeds, and swing trajectories. Its continuous monitoring creates a comprehensive risk profile for each operation.

 

If a tower crane approaches its load limit, the AI immediately suggests optimal lifting parameters while recording the instance for future calibration, minimizing wear and tear risks.

 

5. Confined Space Monitoring with Predictive Alerts

Agentic AI doesn’t just monitor environmental conditions in confined spaces—it correlates this data with worker behavior and incident histories.

 

When a worker enters a confined space, Agentic AI tracks oxygen levels and identifies risky patterns like prolonged stay durations. If thresholds are exceeded, it logs the instance for safety analysis while issuing automated evacuation instructions.

 

6. Fire and Explosion Risk Management with Root Cause Analysis


Agentic AI can autonomously identify fire risks by analyzing environmental data like temperature spikes or gas leaks. Beyond immediate actions, it compiles detailed reports for post-incident investigations.

 

If a potential fire source is detected near flammable materials, Agentic AI automatically shuts down nearby equipment, alerts workers, and stores detailed data about the incident, such as ignition source and affected zones. 

 

7. Slips, Trips, and Falls Detection with Pattern Recognition


AI-powered cameras track surface conditions and worker movements to not only address immediate risks but also detect recurring issues.

 

After repeated slip incidents in a particular corridor, Agentic AI identifies wet flooring as a common factor. It alerts maintenance teams to apply anti-slip solutions and adjusts worker safety instructions for that zone.

 

While safety chatbots reply when asked or record when activated, Agentic AI in construction safety goes on autopilot mode to record and implement any instance in the suggestion and feedback mechanism.


How viAct’s Agentic AI Works


viAct’s Agentic AI integrates:

 

 

For instance, during a fire emergency, viAct’s EHS management system doesn’t just trigger alarms. The Agentic AI, viGent quickly maps the fastest evacuation routes, alerts workers, and provides real-time updates to safety officers, ensuring minimal chaos and maximum safety.

 

Agentic AI is not here to replace human safety officers; it’s here to empower them!

 

By automating repetitive tasks, providing predictive insights, and delivering real-time communication, systems like viAct’s Agentic AI, viGent enhance the decision-making and responsiveness of safety officers.

 

Quick FAQs

 

1. What is the importance of Agentic AI in workplace safety?


Agentic AI in workplace safety refers to advanced AI systems capable of autonomous decision-making and proactive risk management, enabling smarter, human-like solutions for accident prevention.

 

2. How does Agentic AI in construction safety help?


Agentic AI in construction safety integrates technologies like AI video analytics and Generative AI to detect hazards, analyze safety patterns, and deliver real-time guidance, ensuring better worker protection and compliance.

 

3. Why is viAct’s Agentic AI in construction risk management important?


Agentic AI in construction streamlines safety processes by autonomously analyzing site risks, optimizing workflows, and facilitating human-like interactions with workers through virtual assistants like viGent.



Are you ready to upgrade your worksite with

viAct’s Agentic AI in Construction?

Discover More Here!



Read More


Fish AI Reader

Fish AI Reader

AI辅助创作,多种专业模板,深度分析,高质量内容生成。从观点提取到深度思考,FishAI为您提供全方位的创作支持。新版本引入自定义参数,让您的创作更加个性化和精准。

FishAI

FishAI

鱼阅,AI 时代的下一个智能信息助手,助你摆脱信息焦虑

联系邮箱 441953276@qq.com

相关标签

生成式AI 代理AI 工作场所安全 风险管理 viGent
相关文章