We harness the power of data for better decision making within an innovative organizational culture, through our team of Data Architects, Data Scientists and Data Engineers.
This evolves into gigantic volumes of data, which using the tools provided by the cloud allows us not only to improve its analysis but also to implement Machine Learning and AI to increase business intelligence.
Virtual health channel that uses cognitive technologies such as artificial intelligence, in order to optimize and speed up the times of health institutions.
Robotic Process Automation (RPA) and Artificial Intelligence that empower a rapid automation of end-to-end business processes and accelerate digital transformation.
This important Argentine energy company chose Nubiral to obtain high-level support for its Oracle solutions and an advanced monitoring system for its critical IT assets.
A single platform and a single visualization to gain efficiency when managing the more than 1,600 devices of this energy company with a solid presence in Latin America and more than 100 years in the industry.
Modernizing DevOps to take agility to the next level
This leading Colombian company in the hydrocarbon transportation and logistics industry is now able to respond quickly to the demands of a fast-moving market.
New data platform with analytics and machine learning
The implementation of Microsoft Fabric enables this company in charge of coordinating the generation, transmission and distribution of power in Argentina to capitalize on the value of its data and even generate new monetization alternatives.
Learn about our architecture that combines at least one public and one private cloud to deliver the highest levels of scalability, flexibility, and performance.
A tour of the main opportunities that arise from a correct and timely migration of workloads to the cloud, and the trends that are being visualized in the cloud universe.
A tour of the main opportunities that arise from a correct and timely migration of workloads to the cloud, and the trends that are being visualized in the cloud universe.
Application migration, optimization, efficiency, security, analytics and implementation services, with the aim of simplifying and accelerating the adoption of the latest IT trends in the market.
We scale to environments with thousands of items monitored simultaneously.
We also capture data of systems and applications over time to make proactive decisions and to anticipate disruptions in business services.
One of the leading banks in Chile utilizes the most advanced AWS services to work on the ingestion, storage, detection, and predictive models of data from cybersecurity intelligence sources.
As an Advanced Consulting Partner of the AWS Partner Network, we think outside the box, daring to go where no one has gone before.
We constantly challenge ourselves to be better, providing your company with AWS solutions in a holistic and tailored way.
As Cloud Gold Partner, we work together with Microsoft every day to offer our clients the most innovative solutions based on the different microservices and capabilities that the Azure cloud offers.
Our team is constantly training and certifying on Azure’s services.
We scale to environments with thousands of items monitored simultaneously.
We also capture data of systems and applications over time to make proactive decisions and to anticipate disruptions in business services.
Nubiral and Diligent join to present a revolutionary solution that will transform the way organizations manage their GRC (Governance, Risk, and Compliance) processes.
Innovative Blockchain solution with Smart Contracts on AWS
The project focuses on implementing a private blockchain platform to improve transparency, security, and efficiency in deployment and development processes.
We harness the power of data for better decision making within an innovative organizational culture, through our team of Data Architects, Data Scientists and Data Engineers.
This evolves into gigantic volumes of data, which using the tools provided by the cloud allows us not only to improve its analysis but also to implement Machine Learning and AI to increase business intelligence.
Virtual health channel that uses cognitive technologies such as artificial intelligence, in order to optimize and speed up the times of health institutions.
Robotic Process Automation (RPA) and Artificial Intelligence that empower a rapid automation of end-to-end business processes and accelerate digital transformation.
This important Argentine energy company chose Nubiral to obtain high-level support for its Oracle solutions and an advanced monitoring system for its critical IT assets.
A single platform and a single visualization to gain efficiency when managing the more than 1,600 devices of this energy company with a solid presence in Latin America and more than 100 years in the industry.
Modernizing DevOps to take agility to the next level
This leading Colombian company in the hydrocarbon transportation and logistics industry is now able to respond quickly to the demands of a fast-moving market.
New data platform with analytics and machine learning
The implementation of Microsoft Fabric enables this company in charge of coordinating the generation, transmission and distribution of power in Argentina to capitalize on the value of its data and even generate new monetization alternatives.
Learn about our architecture that combines at least one public and one private cloud to deliver the highest levels of scalability, flexibility, and performance.
A tour of the main opportunities that arise from a correct and timely migration of workloads to the cloud, and the trends that are being visualized in the cloud universe.
A tour of the main opportunities that arise from a correct and timely migration of workloads to the cloud, and the trends that are being visualized in the cloud universe.
Application migration, optimization, efficiency, security, analytics and implementation services, with the aim of simplifying and accelerating the adoption of the latest IT trends in the market.
We scale to environments with thousands of items monitored simultaneously.
We also capture data of systems and applications over time to make proactive decisions and to anticipate disruptions in business services.
One of the leading banks in Chile utilizes the most advanced AWS services to work on the ingestion, storage, detection, and predictive models of data from cybersecurity intelligence sources.
As an Advanced Consulting Partner of the AWS Partner Network, we think outside the box, daring to go where no one has gone before.
We constantly challenge ourselves to be better, providing your company with AWS solutions in a holistic and tailored way.
As Cloud Gold Partner, we work together with Microsoft every day to offer our clients the most innovative solutions based on the different microservices and capabilities that the Azure cloud offers.
Our team is constantly training and certifying on Azure’s services.
We scale to environments with thousands of items monitored simultaneously.
We also capture data of systems and applications over time to make proactive decisions and to anticipate disruptions in business services.
Nubiral and Diligent join to present a revolutionary solution that will transform the way organizations manage their GRC (Governance, Risk, and Compliance) processes.
Innovative Blockchain solution with Smart Contracts on AWS
The project focuses on implementing a private blockchain platform to improve transparency, security, and efficiency in deployment and development processes.
Obtener el máximo valor posible de cada interacción con los modelos de IA generativa. Esa es, en pocas palabras, la definición de Prompt Engineering. Se trata de una disciplina extremadamente nueva -emergió junto con el fenómeno de ChatGPT- que gana cada vez más importancia dentro de las organizaciones.
Un artículo de Business Insider, por ejemplo, señaló que un experto en esta área puede llegar a percibir salarios muy elevados.
En la práctica, el Prompt Engineering es la habilidad de diseñar de manera óptima las instrucciones o las consultas que se proporcionará a una IA para que ésta arroje los resultados deseados por el usuario. Es una suerte de “configuración” en tiempo real de los modelos LLM.
¿El objetivo? Encontrar estrategias, mecanismos y guías para que todo el contenido que genere la IA sea relevante, coherente y consistente con las necesidades del negocio. Se trata de un tema relevante. La consultora Forrester ya indicó que la IA generativa puede aumentar y mejorar los procesos de negocios de maneras que antes eran imposibles.
Quienes han probado los modelos como ChatGPT u otros LLM ya lo notaron en mayor o en menor medida: no es sencillo que la IA entregue exactamente lo que uno espera recibir.
El lenguaje natural es impreciso debido a giros lingüísticos, ironía, sarcasmo o tonos ausentes en el texto escrito. Una misma frase puede cambiar de significado según el contexto, el emisor o el receptor.
El Prompt Engineering, en este sentido, consiste precisamente en lograr que la IA comprenda plenamente la intención del usuario, sin ambigüedades ni desvíos significativos. Su importancia radica en que el modelo de lenguaje interpreta y genera texto basándose en las instrucciones o consultas que se le presentan. Cuanto mejor se formule el prompt, más precisa y adecuada será la respuesta.
Prompt Engineering: contexto y restricciones
Se estima que un prompt bien diseñado debe incluir, además de las especificaciones de la tarea para la IA, el contexto adecuado para que el modelo entienda qué debe hacer y las restricciones y limitaciones para que modere su comportamiento (palabras que no puede utilizar, tipo de respuestas que no puede dar, etc).
Por otra parte, un buen ingeniero de prompts es el que logra un equilibrio entre la claridad y la precisión de las instrucciones. También, entre la brevedad y la sencillez con que se emiten las indicaciones. Cuanta más concisa sea la indicación, menor será la probabilidad de que aparezcan desvíos.
No hay que temer a las equivocaciones: el proceso de prueba y error, con múltiples iteraciones hasta ajustar el prompt perfecto, es parte del aprendizaje.
La tarea de guiar y supervisar el trabajo de los modelos de IA incluso, ya está teniendo ramas de especialización. Hoy ya hay ingenieros de prompt expertos en la generación de código, en la creación de texto o en el diseño de imágenes, por citar algunos ejemplos.
Few shot: aprender a aprender
Entre los conceptos ligados al mundo del Prompt Engineering se encuentran el de System message, que se refiere a la parte del texto inicial o del prompt que se utiliza para influir en el comportamiento o en la respuesta del modelo de lenguaje.
También aparece el método conocido como few-shot learning. Dentro del prompt es posible proveer al modelo una serie de ejemplos de preguntas y respuestas deseables, para mostrarle el comportamiento que el usuario espera.
De esta forma, desde el Prompt Engineering se “enseña” a aprender al modelo.
Conclusión
Los modelos de IA tienen una capacidad inédita de combinar enormes cantidades de datos para elaborar las mejores respuestas que el negocio necesita. El Prompt Engineering, en este contexto, se posiciona como la clave para desentrañar el principal desafío de cara al futuro. El de plantear las preguntas correctas.
¿Te gustaría obtener el máximo valor de tus inversiones de IA y un uso óptimo del prompt? Nuestros expertos en Nubiral pueden ayudarte. ¡Agenda una reunión!
Webinar | Sustainability and Innovation: The path to an efficient and sustainable operation
Specialists in Sustainability and Business discuss the environmental problems that affect our daily lives, in addition with the benefits that the preservation of natural resources bring to companies.