The Key to ROAI: Why High-Quality Data Is the Real Engine of AI Success
Grape Up Blog
by agata.olbrycht@grapeup.com
2w ago
Data might not literally be “the new oil,” but it’s hard to ignore its growing impact on companies’ operations. By some estimates, the world will generate over 180 zettabytes of data by the end of 2025. Yet, many organizations still struggle to turn that massive volume into meaningful insights for their AI projects. According to ..read more
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The Foundation for AI Success: How to Build a Strategy to Increase ROAI
Grape Up Blog
by agata.olbrycht@grapeup.com
3w ago
AI adoption is on the rise but turning it into real business value is another story. 74% of companies struggle to scale AI initiatives, and only a tiny fraction – just 26% – develop the capabilities needed to move beyond proofs of concept. The real question on everyone’s mind is – How to increase ROAI ..read more
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Top 10 AI Integration Companies to Consider in 2025
Grape Up Blog
by agata.olbrycht@grapeup.com
3w ago
Artificial Intelligence has evolved from a specialized technology into a fundamental business imperative. However, the initial excitement around GenAI tools has given way to a more nuanced understanding – successful AI adoption requires a comprehensive organizational transformation, not just technological implementation. This reality has highlighted a critical challenge: finding experienced AI integration partners who can ..read more
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How to Build an Android Companion App to Control a Car with AAOS via Wi-Fi
Grape Up Blog
by agata.olbrycht@grapeup.com
1M ago
In this article, we will explore how to create an application that controls HVAC functions and retrieves images from cameras in a vehicle equipped with Android Automotive OS (AAOS) 14. The phone must be connected to the car’s Wi-Fi, and communication between the Head Unit and the phone is required. The Android companion app will ..read more
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Generative AI for Connected Cars: Solution-Oriented Chatbots for Personalized User Support
Grape Up Blog
by agata.olbrycht@grapeup.com
2M ago
Generative AI is becoming a major player in automotive innovation. The market is already valued at USD 480.22 million in 2024, and it’s expected to grow to USD 3,900.03 million by 2034, with a steady annual growth rate of 23.3%. Moreover, by 2025, the global automobile sector will invest $11.1 billion in cognitive and AI ..read more
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LLM Comparison: Find the Best Fit for Legacy System Rewrites
Grape Up Blog
by agata.olbrycht@grapeup.com
2M ago
Legacy systems often struggle with performance, are vulnerable to security issues, and are expensive to maintain. Despite these challenges, over 65% of enterprises still rely on them for critical operations. At the same time, modernization is becoming a pressing business need, with the application modernization services market valued at $17.8 billion in 2023 and expected ..read more
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From Data to Decisions: The Role of Data Platforms in Automotive
Grape Up Blog
by agata.olbrycht@grapeup.com
2M ago
Connected, autonomous, and electric cars are changing the automotive industry. Yet, the massive amount of data they generate often remains siloed across different systems, making management and collaboration challenging. This article examines how data platforms unify information, connecting teams across departments – from engineering to customer support – to analyze trends, address operational challenges, and ..read more
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Spring AI Framework Overview – Introduction to AI World for Java Developers
Grape Up Blog
by agata.olbrycht@grapeup.com
3M ago
In this article, we explain the fundamentals of integrating various AI models and employing different AI-related techniques within the Spring framework. We provide an overview of the capabilities of Spring AI and discuss how to utilize the various supported AI models and tools effectively. Understanding Spring AI – Basic concepts Traditionally, libraries for AI integration ..read more
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Ragas and Langfuse Integration – Quick Guide and Overview
Grape Up Blog
by agata.olbrycht@grapeup.com
3M ago
With large language models (LLMs) being used in a variety of applications today, it has become essential to monitor and evaluate their responses to ensure accuracy and quality. Effective evaluation helps improve the model’s performance and provides deeper insights into its strengths and weaknesses. This article demonstrates how embeddings and LLM services can be used ..read more
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How to Migrate On-Premise Databases to AWS RDS with AWS DMS: Our Guide
Grape Up Blog
by agata.olbrycht@grapeup.com
3M ago
Migrating an on-premise MS SQL Server database to AWS RDS, especially for high-stakes applications handling sensitive information, can be challenging yet rewarding. This guide walks through the rationale for moving to the cloud, the key steps, the challenges you may face, and the potential benefits and risks. Why Cloud? When undertaking such a significant project, you ..read more
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