Why data migration projects fail: Common causes and effective solutions
Data migration should be a strategic process. Yet, many organizations play fast and loose with their data migration strategy, overlooking the careful consideration and planning it requires. This lack of foresight triggers various costly consequences, such as overrun budgets, missed deadlines, and disrupted operations that ultimately affect not just the business but also its customers. […]
Automated Observability: The key to reliable generative AI systems
In the race to leverage Generative AI solutions for innovation, most organizations focus on the output – the text, code, images, and insights these models generate. But behind the scenes, a more pressing challenge emerges: how do we ensure these AI systems remain reliable, cost-effective, and aligned with expectations? Unlike traditional software, generative AI models […]
How to create a matrix on form in Dynamics 365 Finance & Operations X++
Creating a matrix on a form in Microsoft Dynamics 365 Finance & Operations (D365 F&O) allows users to visualize and interact with data in a structured and meaningful way. A matrix-style grid can help in scenarios such as budgeting, financial reporting, and inventory management by displaying data dynamically in a row and column format. When […]
How to develop number sequence in X++ in Microsoft Dynamics 365 Finance and Operations
Number sequence is a feature in Microsoft Dynamics 365 Finance and Operations that enables the system to generate a unique identifier for records automatically. It lets you to define a specific format for the identifier, tailored to the type of record being created. This feature is particularly useful in situations where a unique value is […]
Understanding embeddings in AI: How machines learn meaning from data
As artificial intelligence continues to transform industries, its ability to uncover deeper insights and enable smarter choices is rooted in how effectively it processes complex data. The emphasis is no longer just on processing data but to understand and interpret information in ways that mirror human intuition. This shift is paving the way for smarter, […]
Collaborative intelligence: Exploring multi-agent collaboration in AI
As businesses are increasingly witnessing benefits with generative AI adoption, the focus in the evolving field of data and AI is now shifting from individual AI systems to collaborative intelligence. Multi-agent collaboration, where multiple specialized AI agents work together, is emerging as a game-changer for tackling complex, multistep workflows. By enabling agents to communicate, reason, […]
Comparing Dynamics 365 Customer Service and Salesforce Service Cloud
In the world of customer service management, two CRM giants – Salesforce Service Cloud and Dynamics 365 Customer Service (a module of Dynamics 365 Customer Engagement) – are leading the charge in transforming how businesses engage with their customers. Whether you’re handling a simple inquiry or managing complex service requests, the right platform can make […]
Setting up an in-house LLM platform: Best practices for optimal performance
In the modern era of data and AI, organizations are rapidly embracing large language models (LLMs) to enhance efficiency, foster innovation, and deliver user-focused solutions. However, relying on third-party cloud providers raises concerns about data privacy, regulatory compliance, and escalating costs. Setting up an in-house LLM platform offers a compelling alternative, empowering organizations with full […]
How LLMs are transforming traditional data engineering: A data engineer’s innovation journey
In the rapidly evolving world of data engineering, the emergence of Large Language Models (LLMs) is revolutionizing traditional processes. These advanced AI systems are not only transforming how data is extracted, cleaned, and transformed but also redefining the role of data engineers. From accelerating ETL development to enhancing data quality, LLMs introduce a level of […]
From tedious to seamless: How LLMs are revolutionizing technical documentation?
Technical documentation is an integral part of any software or engineering project. It ensures seamless communication between stakeholders and serves as a reference point for current and future developments. But creating accurate, concise, and accessible documentation can be a daunting task – especially for non-experts. This is where LLMs (Large Language Models) step in. These […]