Koray Sonmezsoy - korays.com

How to Achieve RAG (Retrieval-Augmented Generation) with Your Data

In the era of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) is a game-changing technique for organizations that want to build smarter, context-aware AI systems using their own data. Whether you're developing a knowledge assistant, a chatbot for customer support, or an internal productivity tool, RAG can dramatically

ai

All Aboard the AI Train—But Where Are We Heading?

AI is undeniably the buzzword of the year. Everywhere you turn, businesses, individuals, and entire industries are clamoring to jump aboard the AI train, eager not to miss out on this transformative journey. But as we race forward, it’s crucial to pause and ask ourselves: Are we genuinely innovating,

innovation

Agentic AI: The Future of Autonomous Intelligence

In recent years, the world has been captivated by powerful AI models like ChatGPT, Claude, and Gemini. These large language models (LLMs) are capable of generating human-like text, solving complex problems, and even writing code. But a new frontier in AI is emerging, one that doesn’t just respond to

strategy

The Advantages of Running Linux in Your Business Environment

In the wake of recent news regarding CrowdStrike's update crippling millions of windows OS based devices, it's worth re-evaluating the operating systems we rely on in business environments. Latest update, which inadvertently crippled millions of computers, has highlighted the vulnerabilities inherent in relying on a single

strategy

The Hidden Pitfalls of Using Salesforce and Its Long-Term Impact on Your Business

Salesforce is often touted as the premier CRM solution for businesses of all sizes, but this one-size-fits-all claim does not hold up under scrutiny. For many companies, particularly small to medium-sized enterprises, Salesforce can become a source of frustration and financial drain. Here's a critical look at why

cloud

Choosing Between Cloud-Native and Cloud-Agnostic Strategies

The Cloud-Native Approach: Maximizing the Cloud's Potential Cloud-native is all about building and running applications to take full advantage of the cloud computing model. This approach leverages the specific services and capabilities of a cloud provider to ensure optimal performance, resilience, and agility. Cloud-native applications are designed for

innovation

Using Design Thinking for Innovating in Organizations

Traditional approaches, while still valid in many contexts, may fall short in addressing unique problems or leveraging emerging opportunities. Design thinking—a human-centered approach that prioritizes deep empathy, iterative testing, and cross-disciplinary collaboration to innovate in organizations. At its core, design thinking revolves around understanding the end-user's needs.

strategy

Implementing an Enterprise Cybersecurity Strategy

In today's digitized world, the threat landscape is constantly evolving, with cyber-attacks becoming more sophisticated and frequent. For enterprises, a well-articulated cybersecurity strategy is no longer just an option—it's a business imperative. Understanding the Need for an Enterprise Cybersecurity Strategy As enterprises increasingly rely on

strategy

An IT Strategy Template

In today's fast-paced technological landscape, a forward-thinking and comprehensive IT strategy is indispensable for organizations aiming for growth, efficiency, and a competitive edge. This document has been crafted to serve as a guiding framework, outlining organization's IT direction, priorities, and approach for the foreseeable future. The

strategy

Crafting an AI Strategy for Organizations

Artificial Intelligence (AI) is rapidly transitioning from a futuristic concept into a business essential. As organizations across the spectrum seek to integrate AI, the challenge lies in doing it strategically and ethically. Establishing a strategic approach to AI is not about hopping onto a tech trend. It's about

strategy

Crafting a Resilient IT Strategy

1. Define Your Mission and Vision: Without a mission and vision your strategy will fail right from the start. It is critical to set mission and vision from the starting point. A mission statement typically defines the current purpose of an organization—what it does, who it does it for,

strategy

Common Pitfalls to Avoid in Your IT Strategy

Crafting a solid IT strategy feels a bit like a balancing act sometimes. I remember a chat with a colleague a few years back, over a cup of coffee. We joked about how easy it was to get lost in the technical details and forget about the bigger picture. But

digital

The Fractional CTO: Myth or Reality?

The modern business world is abuzz with a plethora of innovative job titles and roles. One such title that's been making waves recently is the "Fractional CTO." On the surface, it seems like a fantastic concept: a Chief Technology Officer who offers their expert services to

strategy

The Importance of IT Strategy

In today's hyper-connected, digital-first world, businesses cannot merely rely on ad hoc technological solutions to maintain their competitive edge. Rather, a cohesive IT strategy, coupled with meticulous implementation, becomes the foundation for sustained growth and innovation. Here, we delve into the importance of IT strategy and the significance

strategy

Understanding the Gartner TIME Assessment for Application Portfolio Management

Application Portfolio Management (APM) is a discipline that has gained tremendous traction in recent years, particularly as businesses strive to maintain a competitive edge through digital transformation. The complexity of managing an ever-growing array of applications requires a strategic approach, ensuring that IT investments align with business objectives. I had

architecture

Enterprise Architecture Frameworks: A Brief Overview

In today's dynamic business landscape, organizations need a structured approach to align IT strategy with business goals, facilitate efficient IT operations, and enable adaptability to changes. One such pivotal mechanism is the implementation of Enterprise Architecture (EA) frameworks. Let's take a deep dive into the world

cloud

App Modernization Strategies using Cloud Native and Serverless Approaches

In today's rapidly evolving digital landscape, businesses must embrace modern app development and deployment strategies to stay competitive. The shift towards cloud-native and serverless architectures has revolutionized the way applications are built, deployed, and managed. These approaches allow for greater agility, scalability, and cost-efficiency, enabling businesses to meet

innovation

Innovation: A Comprehensive Guide to Unleashing Creativity and Problem Solving

Innovation is the lifeblood of any successful business or organization. It involves developing and implementing new ideas, processes, products, or services that create value and drive growth. Here is a comprehensive guide on how to foster innovation in your organization or team. Foster a culture of innovation * Encourage open communication:

architecture

Current Technology Architecture Trends: Steering the Future of Innovation

As we journey through the 21st century, the technology landscape continues to evolve at an unprecedented pace. With each passing year, technology architecture trends emerge, shaping the way we interact with, create, and consume digital products and services. In this article, we'll explore some of the most prominent