Research Results

GenAISafety's Deployment-Monitoring Service offers real-time continuous monitoring and reporting for Generative AI applications. This service includes: Implementation of Monitoring Systems: Set up real-time tracking of GenAI application performance Monitor user satisfaction and operational efficiency Utilize advanced tools for comprehensive application oversight Custom Dashboard Development: Create tailored dashboards for various stakeholders Display key performance indicators (KPIs) and analytics Provide intuitive visualizations for easy interpretation of data Regular Reporting and Insights: Generate periodic reports on application performance Offer actionable insights to inform decision-making Ensure optimal application performance through data-driven recommendations The outcome is continuous visibility into GenAI application performance, enabling proactive management and optimization. This service helps organizations maintain high-quality AI applications, enhance user experience, and make informed decisions for ongoing improvements.

GenAISafety's Pilot Project Planning and Execution service offers organizations a structured approach to testing AI applications in Health, Safety, and Environment (HSE) contexts. This service includes: HSE Area Selection: Identifying a specific HSE process or area suitable for AI implementation, such as automated visual inspection for safety compliance or predictive analytics for risk assessment. Project Planning: Developing comprehensive plans outlining the pilot's scope, objectives, and success criteria. This includes defining metrics for evaluating the AI solution's effectiveness in enhancing safety measures. Execution and Monitoring: Implementing the AI solution in a controlled environment, with continuous monitoring and real-time adjustments to ensure optimal performance and safety. The outcome is a detailed pilot project report that provides insights into the AI application's effectiveness, lessons learned during implementation, and recommendations for scaling the solution across the organization's HSE operations. Le service de Planification et d'Exécution de Projet Pilote de GenAISafety offre aux organisations une approche structurée pour tester des applications d'IA dans le contexte de la Santé, Sécurité et Environnement (SSE). Ce service comprend : Sélection du Domaine SSE : Identification d'un processus ou domaine SSE spécifique adapté à l'implémentation de l'IA, comme l'inspection visuelle automatisée pour la conformité à la sécurité ou l'analyse prédictive pour l'évaluation des risques. Planification du Projet : Élaboration de plans détaillés définissant la portée, les objectifs et les critères de succès du pilote. Cela inclut la définition de métriques pour évaluer l'efficacité de la solution IA dans l'amélioration des mesures de sécurité. Exécution et Suivi : Mise en œuvre de la solution IA dans un environnement contrôlé, avec un suivi continu et des ajustements en temps réel pour assurer une performance et une sécurité optimales. Le résultat est un rapport détaillé du projet pilote qui fournit des insights sur l'efficacité de l'application IA, les leçons apprises lors de la mise en œuvre, et des recommandations pour étendre la solution à l'ensemble des opérations SSE de l'organisation.

GenAISafety's AI Implementation Roadmap for Industry HSE service offers a comprehensive approach to strategically integrate AI into Health, Safety, and Environment (HSE) practices. This service includes: Stakeholder Collaboration: Engaging with key industry players, HSE professionals, and AI experts to develop a tailored implementation strategy Utilizing co-design principles to ensure diverse perspectives are integrated into the roadmap4 Milestone and Timeline Definition: Establishing clear, achievable milestones for AI integration Creating realistic timelines that align with industry-specific HSE needs and organizational capabilities Resource Allocation Planning: Identifying necessary resources, including technology, personnel, and training requirements Budgeting for AI implementation and ongoing maintenance Risk Assessment and Mitigation: Conducting thorough risk analyses to identify potential challenges in AI adoption Developing strategies to address cybersecurity concerns and ensure data privacy1 The outcome is a strategic and actionable roadmap tailored to the industry's specific HSE needs, providing a clear path for AI implementation while addressing potential risks and challenges.

La CNESST met l'accent sur la prise en charge de la SST par les milieux de travail23. Plusieurs services de GenAISafety soutiennent directement cet objectif : Analyse prédictive des risques pour identifier proactivement les dangers Systèmes de recommandation de formations adaptées au profil de risque de chaque employé Tableaux de bord dynamiques et intelligents pour suivre les indicateurs de performance en SST

GenAISafety's Awareness and Education Workshop on AI in HSE Objective: Educate Health, Safety, and Environment (HSE) teams on the fundamentals of AI and its applications in safety and risk management. Activities: Interactive Workshop: Cover AI basics, including machine learning and deep learning concepts Present real-world use cases of AI in HSE contexts Discuss the benefits and potential challenges of AI implementation Technology Demonstrations: Showcase AI technologies relevant to HSE, such as predictive maintenance systems and risk assessment tools Provide hands-on experience with AI-powered safety management platforms Q&A Sessions: Address concerns and misconceptions about AI in HSE Facilitate open discussions on the ethical implications of AI in safety management Outcome: Increased awareness and understanding of AI among HSE professionals, enabling them to make informed decisions about AI adoption and implementation in their organizations.

Description: With this package, we automate the generation of OHS documents, including compliance audits, incident reports, and risk assessments. The documents are personalized and adapted to the specific needs of each company. Applications: Automatic generation of safety reports Automation of audits and compliance assessments Personalization of safety plans according to needs Technologies: Generative AI, GPT-4, Document Automation

Chatbots multilingues pour la diffusion d'informations SST

Module d'Apprentissage Continu Ce service met en œuvre des techniques d'apprentissage par renforcement pour permettre aux LLM de s'améliorer continuellement. Il utilise les retours d'utilisation et les nouvelles données pour ajuster les performances du modèle, assurant son adaptation aux évolutions réglementaires et aux nouveaux risques. NLP avancé Application : Analyse des retours d'utilisation pour améliorer la compréhension des requêtes liées à la sécurité. Apprentissage multimodal Application : Intégration continue de nouvelles données visuelles et textuelles pour améliorer la détection des risques. Modélisation générative Application : Création dynamique de nouveaux scénarios de formation basés sur les incidents récents. Fine-tuning Application : Mise à jour régulière du modèle pour intégrer les nouvelles pratiques de sécurité. Détection des menaces émergentes Application : Analyse continue des sources d'information pour identifier et intégrer les nouveaux risques dans le modèle.

GenAISafety's Industry-Specific Prompt Design service is tailored to create effective AI prompts for Health, Safety, and Environment (HSE) applications in specific industries. This service includes: Customized Prompt Development: Creating prompts that address industry-specific HSE scenarios and challenges Ensuring prompts accurately reflect real-world safety situations unique to the industry Optimizing prompts to generate actionable AI outputs for HSE applications Expert Collaboration: Working closely with industry experts to incorporate domain-specific knowledge Integrating insights from HSE professionals to capture nuanced safety concerns Aligning prompts with industry best practices and regulatory requirements Iterative Testing and Refinement: Conducting rigorous testing of prompts in simulated HSE environments Analyzing AI responses for accuracy, relevance, and practicality Continuously refining prompts based on feedback and performance metrics The outcome is a set of customized prompts that effectively guide AI models to produce accurate, relevant, and actionable outputs for industry-specific HSE needs. These tailored prompts enhance the AI's ability to address unique safety challenges, improve risk identification, and support decision-making in HSE management.

Le service de Support de Déploiement et Formation de GenAISafety offre une solution complète pour former les employés et assurer une utilisation efficace des applications d'IA Générative. Ce service comprend : Formation Complète : Organisation de sessions de formation approfondies pour les employés sur l'utilisation des applications GenAI Développement de matériels de formation et de guides utilisateurs adaptés à l'industrie spécifique et à l'application GenAI Support Technique Continu : Offre d'un support technique et de dépannage pour résoudre les problèmes post-déploiement Mise en place d'un système de support réactif pour répondre rapidement aux questions des utilisateurs Sensibilisation à la Sécurité de l'IA : Mise en œuvre d'initiatives de formation pour sensibiliser les employés aux enjeux de sécurité liés à l'IA générative Formation sur l'approche "human-in-the-loop" pour la vérification des résultats de l'IA générative

GenAISafety's AI Integration and Change Management service is designed to ensure a seamless incorporation of AI technologies into existing Health, Safety, and Environment (HSE) systems while effectively managing the transition process. The service includes: Technical Integration Support: Providing expert assistance in integrating AI solutions with current HSE platforms Ensuring data compatibility and system interoperability Implementing necessary security measures to protect sensitive HSE data Change Management Planning: Developing comprehensive strategies to address workforce adaptation Creating tailored training programs to upskill employees in AI-enhanced HSE practices Designing communication plans to foster acceptance and enthusiasm for AI adoption Continuous Monitoring and Adjustment: Implementing real-time monitoring systems to track integration progress Conducting regular evaluations to identify and address integration challenges Making data-driven adjustments to optimize AI performance in HSE contexts The outcome is a successful integration of AI solutions into existing HSE operations with minimal disruption, enhanced efficiency, and improved safety outcomes.

GenAISafety propose : Génération de contenu SST personnalisé par IA Gamification des apprentissages en SST Simulations de réalité virtuelle pour la formation à la sécurité