Category: Articles
AI in Marketing: Use Cases, Tools, Benefits, and the Future of Intelligent Marketing
In brief What is AI in marketing? AI in marketing is the use of machine learning, natural language processing, and predictive analytics to turn customer data into faster, more relevant marketing decisions. Unlike traditional automation, which follows fixed if-then rules, AI learns from data and adapts over time — anticipating behavior instead of merely reacting…
How to Choose the Best Text Annotation Tool for Your NLP Project ?
In brief What is a text annotation tool? A text annotation tool is a software application that lets users label specific elements within a document or dataset — tagging a name as an entity, a sentence as positive or negative, a paragraph as a category — to turn raw, unstructured text into training data that…
RAG vs Fine-Tuning: How to Choose the Right Method to Adapt an LLM
In brief RAG vs fine-tuning: which should you choose? Choose RAG when you need up-to-date, verifiable knowledge: it connects a language model to your own document base and retrieves the relevant passages for each query, so answers stay current and can cite their source. Choose fine-tuning when you need a specific behavior — a consistent…
Enterprise generative AI: Unlocking the potential of generative AI for modern businesses
In brief What is enterprise generative AI? Enterprise generative AI is the use of large language models and related generative technologies inside a company’s own operations — to generate content, automate text-heavy tasks, power internal search, and support decision-making at scale. Unlike consumer chatbots, it runs on foundation models wrapped in retrieval-augmented pipelines, security controls,…
Knowledge Management: Definition, Strategies & Best Practices
In brief What is knowledge management? Knowledge management (KM) is the structured process of creating, capturing, organizing, and sharing an organization’s knowledge so the right information reaches the right people at the right time. It converts individual expertise into shared organizational memory — reducing knowledge loss when employees leave, and improving decision-making, productivity, and innovation.…
Contract Analysis AI: The Complete Guide to Automated Contract Review
Modern organizations handle an ever-growing volume of contracts, agreements, and legal documents across procurement, sales, and compliance operations. Manual contract review processes are no longer sufficient: they are time-consuming, error-prone, and limit scalability. Missed clauses, hidden obligations, and inconsistent analysis can lead to significant legal exposure, compliance issues, and operational inefficiencies. Contract analysis AI leverages…
Top 10 NLP tools in 2026: a complete guide for developers and innovators
In brief What are NLP tools? NLP (natural language processing) tools are software that let machines understand, interpret, and generate human language, turning unstructured text — emails, contracts, reviews, support tickets — into structured, actionable data. Built on computational linguistics, machine learning, and deep learning, they handle tasks such as entity recognition, text classification, sentiment…
Top Open-Source LLM Models in 2026: Features, Use Cases & Selection
In brief What is an open-source LLM? An open-source LLM is a large language model whose source code and model weights — and sometimes its training data — are publicly available, so anyone can inspect, modify, fine-tune, and deploy it, subject to its license. Unlike proprietary models accessed only through an API, open models can…
Vibe Coding: What It Is, How It Works, and Why It’s Transforming Software Development
In brief What is vibe coding? Vibe coding is an AI-driven approach to software development where you describe your intent in natural language and an AI system generates the corresponding code. The developer moves from writing code to orchestrating it — guiding, validating, and refining what the AI produces rather than implementing every detail. It…
AFP and Kairntech strengthen their partnership in artificial intelligence and generative AI
PARIS, FRANCE, March 3, 2026 — Kairntech, a software company of artificial intelligence solutions specialising in natural language processing and AFP, one of the world’s three leading international news agencies, announce the strengthening of their long-term collaboration on AI and, more specifically, generative AI. The international news agency recognised early on that artificial intelligence would profoundly transform its…