Blog
The Rise of AI Agents in Enterprise
Autonomous agents are moving beyond simple chatbots to handle complex, multi-step business workflows. Here is how Nordic companies are adopting them.
RAG vs. Fine-Tuning: A Decision Framework
Should you train your own model or just give it better context? A technical deep dive into the costs and benefits of each approach.
Why we choose Next.js for Scalable Web Apps
Why the React framework remains our default choice for building complex, high-performance dashboards and SaaS platforms.
Vector Databases 101: Giving AI Long-Term Memory
LLMs are stateless. To build truly intelligent apps, we need a new kind of database. An introduction to embeddings and vector search.
The Human-in-the-Loop Architecture
AI makes mistakes. For critical systems, we design "Human-in-the-Loop" (HITL) workflows to ensure safety and quality control.
Open Source vs. GPT-4: The Enterprise Privacy Debate
With the release of Llama 3 and Mistral, owning your infrastructure is possible again. When does it make sense to self-host?
Beyond the Chatbot: Designing "Generative UI"
Text is not always the best interface. How we use AI to generate dynamic user interfaces on the fly.
Taming the Beast: Forcing JSON out of LLMs
LLMs love to ramble. Software needs structure. How we use schema validation and "function calling" to build reliable pipelines.