In the business world, all managers and directors dream of optimizing their return on investment (ROI). Although this may sometimes seem unattainable, technological innovations and artificial intelligence are here to make this dream a reality. In this article, we will explore three technologies offered by Updata that can help improve your ROI.
Some technologies for a better ROI:
1. Modèles d’intelligence artificielle
L’intelligence artificielle (IA) joue aujourd’hui un rôle crucial dans l’amélioration du ROI des entreprises en leur permettant d’exploiter efficacement leurs données pour prendre des décisions éclairées. En développant et en déployant des modèles d’IA, les entreprises peuvent automatiser des tâches, identifier des tendances et des patterns, et optimiser leurs opérations pour maximiser leur efficacité et leur rentabilité.
This is an excellent way to optimize your processes. By analyzing operational data, the right tool can identify inefficiencies and propose improvements to optimize business processes. Example: Use of Vertex AI on Google Cloud Vertex AI, the unified artificial intelligence platform of Google Cloud, offers a complete suite of tools and services to develop, deploy, and manage artificial intelligence models at scale. By leveraging the capabilities of Vertex AI, companies can accelerate the development of their AI projects, reduce infrastructure costs, and improve operational efficiency, resulting in a better ROI on their technological investments.
Vertex AI offers advanced features such as model management, performance tracking, and automatic scaling, allowing companies to efficiently manage their AI infrastructure and optimize their costs. For example, a retail company can use Vertex AI to deploy large-scale product recommendation models, optimizing its recommendations and increasing its sales.
2. Machine Learning
Machine learning is at the heart of many technologies that can help improve the ROI of businesses. By leveraging vast datasets, machine learning algorithms can uncover valuable insights to optimize business processes, reduce costs, and stimulate growth.
One of the main applications of machine learning is prediction. By analyzing historical data, machine learning models can predict future trends, customer behaviors, and potential business outcomes.
Example: Deployment of an ONNX model with Triton Inference Server
A concrete example of the application of machine learning to improve ROI is the deployment of an ONNX model with Triton Inference Server. ONNX is an open-source machine learning model format that enables seamless interoperability between different machine learning frameworks. Triton Inference Server is an open-source inference deployment platform designed to accelerate the deployment of ONNX models at scale.
By deploying an ONNX model with Triton Inference Server, companies can experience significant acceleration of inference, resulting in improved performance and more efficient use of computing resources. For example, a finance company can deploy an ONNX model to predict market trends in real-time, enabling it to make more informed investment decisions and optimize its returns.
3. Automatic Transcription
This technology automatically converts audio into text, providing an efficient solution for analyzing and exploiting audio data. Using advanced artificial intelligence algorithms, companies can quickly and accurately transcribe audio recordings such as meetings, phone calls, or presentations, facilitating indexing, searching, and data analysis.
Example: GenAI video transcription and chat
GenAI video transcription and chat is an innovative solution offered by Updata that combines automatic transcription with a real-time chat function. This technology allows companies to automatically transcribe video content into text while enabling users to communicate and collaborate through an integrated chat. By using GenAI video transcription and chat, companies can improve their productivity by facilitating the search and analysis of video content, as well as enabling more effective and collaborative communication among team members. For example, a production company can use this technology to automatically transcribe video footage of its projects, allowing it to quickly access relevant information and share it with its team transparently.
Work artificial intelligence with a trusted partner!
The Updata team combines more than 20 years of experience in artificial intelligence and has successfully completed projects in Quebec and the United States. As a trusted technological partner, Updata is well-positioned to help companies improve their ROI through AI and innovative technologies. With the right tools, your company can maximize its operational efficiency, reduce costs, and stimulate growth. Updata is the best partner to accompany companies on their journey towards a better ROI through AI.