> ## Documentation Index > Fetch the complete documentation index at: https://docs.mainly.ai/llms.txt > Use this file to discover all available pages before exploring further. # Introduction > MainlyAI is a node-based platform for building AI workflows. Hero Light Hero Dark # Features and manifesto Our manifesto posits that AI is the next layer in your infrastructure stack. For this layer to be sustainable, it requires a structure that is transparent, controlled, and deeply rooted in rigorous engineering. Below are our features, categorized by the four pillars of **Grounded Vibe Coding**. *** ## 1. The Graph as a First-Class Object *Mastering complexity through visualization.* In a world where AI generates the code, human understanding of the system becomes the bottleneck. We elevate the graph as the primary interface. Solid architectural building blocks and solution templates designed to scale. Navigate complexity by quickly finding any code in any node in your workflow. Develop, tweak, and fine-tune logic directly within the nodes in a one-stop shop. Full transparency and searchability across code, assets, and team members. *** ## 2. Human Strategy & Control *Steer the AI; don't let it take the helm.* The promise of automation is to eliminate repetition, but the strategy must always remain human. Use our code agent or write your own custom version that acts on your specific terms and instructions. Deep-dive debugging to understand exactly what is happening under the hood. Run your workflows locally for full control and rapid iteration before deployment. With our k3s plugin you can manage a whole cluster. Orchestrate and run customized, local Large Language Models (LLMs). *** ## 3. The Infrastructure Foundation *Reliability and security rooted deep within the data model.* Security isn't "patch-on" middleware—it’s a core part of the architecture. We build on proven tech to eliminate technical debt. Database security model for granular and secure data sharing across organizations. S3-compatible storage and SSH access to manage and protect your data capital. Seamless management of external API keys and resources with deep integration. Industry-standard storage, now enhanced with Vector Store support. Enterprise-grade network isolation and secure connectivity for your entire stack. *** ## 4. Hybrid Execution & Scalability *Seamless orchestration across environments.* To avoid friction, the system must be able to breathe and grow without being torn up by the roots. A central gateway to any LLM via a universal credit system. On-demand access to GPU, CPU, and disk resources for heavy workloads. Robust messaging to scale transactions and asynchronous logic flows let your workflows speak between each other or with GUI controls. Move workflows seamlessly from local environments to on-premise clusters. Simple B2B integration for resource management, auditing, and budgeting. *** > **The Grounded Vibe:** "Execution is automated, but strategy stays in your hands. We make systems transparent, predictable, and genuinely human to understand." ## Get to know The Platform MainlyAI is a node-based platform for building AI workflows. What does this mean? Get to know the terminology used in the MainlyAI Platform. Dynamic Input & Display Elements on Nodes. ## Example Projects Learn how to visualize a CSV dataset loaded from a URL. Learn how to visualize a CSV dataset loaded from a URL.