Research Results

Activities: Conduct a SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) related to AI integration. Evaluate regulatory and compliance implications. Assess potential impact on workforce and operational processes. Outcome: A detailed risk and opportunity assessment report.

Cognitive Computing for Risk Assessment Description: This service uses cognitive computing technologies to help companies understand and evaluate risks related to workplace safety, relying on the analysis of large amounts of unstructured and semi-structured data. Applications: Evaluation and modeling of OHS risks Cognitive analysis of incident data Informed decision-making through AI Technologies: Cognitive Computing, Cognitive AI, Decision Analytics

Ingénierie des Prompts pour la SST avec GPT Ce que vous apprendrez : Maîtriser les techniques d'ingénierie des prompts avec des modèles GPT pour générer des instructions de sécurité dynamiques et précises. Explorer des applications pratiques de GPT pour créer des scénarios de réponse d'urgence, des protocoles de sécurité et des simulations d'incidents. Apprendre à optimiser la conception des prompts pour différents cas d'utilisation en SST, afin que l'IA fournisse des recommandations de sécurité pertinentes et adaptées au contexte.

Ce service adapte les LLM préentrainés aux besoins spécifiques des clients en utilisant des ensembles de données propres à leur industrie. Il emploie des techniques de fine-tuning supervisé pour affiner le modèle sur des tâches précises comme l'analyse de risques en santé-sécurité ou l'interprétation de réglementations spécifiques. NLP avancé Application : Analyse sémantique approfondie des rapports d'incidents pour identifier les tendances de risques spécifiques à l'industrie du client. Apprentissage multimodal Application : Intégration de données textuelles et visuelles pour une analyse complète des procédures de sécurité, combinant les manuels et les images des équipements. Modélisation générative Application : Création automatisée de scénarios de formation personnalisés basés sur l'historique des incidents de l'entreprise. Fine-tuning Application : Adaptation rapide du modèle aux réglementations spécifiques du secteur d'activité du client. Analyse prédictive Application : Utilisation des données historiques du client pour anticiper les risques potentiels propres à son environnement de travail.

Prompt Engineering for Industry HSE Service: Industry-Specific Prompt Design Description: Develop effective prompts tailored to industry-specific HSE scenarios. Collaborate with industry experts to ensure prompts accurately reflect real-world safety situations and challenges. Test and refine prompts to optimize AI responses and ensure relevance to HSE applications. Outcome: Customized prompts that guide AI models to produce accurate and actionable outputs for industry-specific HSE needs.

HSE Challenge Identification Service: Industry-Specific HSE Needs Analysis Description: Collaborate with stakeholders to conduct a comprehensive analysis of current HSE practices and challenges within the industry. Identify specific safety concerns and opportunities for AI integration. Facilitate workshops and interviews with key personnel to gather insights and define clear objectives. Outcome: A detailed problem statement tailored to industry-specific HSE challenges and opportunities.

Description: Collaborate with stakeholders to develop a strategic roadmap for AI integration in HSE practices. Define clear milestones, timelines, and resource requirements. Identify potential risks and mitigation strategies to ensure smooth implementation. Outcome: A strategic and actionable roadmap for implementing AI in industry-specific HSE practices.

Description: Adjust model hyperparameters to enhance performance in industry-specific HSE tasks. Conduct experiments to determine the optimal settings for various HSE applications. Continuously monitor and refine model parameters to maintain high performance and accuracy. Outcome: Optimized AI models with hyperparameters fine-tuned for specific industry HSE applications, ensuring maximum efficiency and reliability.

Description: Conduct workshops to educate HSE teams on AI fundamentals and its applications in their specific industry. Provide hands-on training on data handling, AI model usage, and interpreting AI outputs. Develop a curriculum tailored to the industry’s unique HSE requirements and AI use cases. Outcome: Enhanced AI literacy and readiness among HSE professionals, ensuring they are well-prepared to work with AI technologies.

Description: Provide comprehensive training sessions for employees to ensure effective use of GenAI applications. Offer ongoing technical support and troubleshooting to address any issues that arise post-deployment. Develop training materials and user guides tailored to the specific industry and GenAI application. Outcome: Well-trained staff and continuous support, ensuring smooth operation and user satisfaction with the GenAI application.

Activities: Provide technical support for integrating AI technologies with current HSE systems. Develop change management plans to address workforce adaptation and training needs. Monitor and evaluate the integration process, making necessary adjustments. Outcome: Successful integration of AI solutions with minimal disruption to operations.

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