The Data OS for
LLM Fine-Tuning
Create and curate training data from any source. Type instructions, build agents that generate datasets, capture with metadata — ready for fine-tuning. The complete data OS for custom AI.

Human-Curated AI Automation
You architect the workflows.
Automation rules the execution.
Create and manage intelligent AI agents tailored to your business needs.
Design automated workflows with human-in-the-loop decision points.
Organize and leverage your business knowledge with AI-powered retrieval.
Elgap — One Person R&D Lab
Built for Those Who
Build with AI
Decades in the trenches. Security, classification, RAG, multi-agent systems — the real work, not the buzzword version.
No stakeholder meetings. No endless sprints. Just someone who ships working solutions and shares the code.
Meet the founder Your Data. Your AI.
Your LLM.
Your conversations, your knowledge, your voice — they belong to you. And your AI should reflect that.
We're building tools that let anyone — yes, even without a tech background — create their own AI that thinks like them and knows what they know.
Open-Source Tools
Free tools for fine-tuning on your own machine. Built with privacy, control, and quality in mind.
EdukaAI Studio
Free & Open SourceOne-click fine-tuning on Apple Silicon. No code, no config. Point, click, train your model in minutes — not days.
EdukaAI Project
Complete ToolkitEverything you need to build and curate training data: AI Curator for data management + EdukaAI Studio for training + starter pack with example datasets.
Research & Development
Hands-on research into document extraction, narrative generation, and affect-aware responses — exploring what's possible through direct experimentation.
Factual Extraction + Narrative Assignment
Can AI extract facts from documents AND assign specific narratives to them? We're building strategies to do both simultaneously — extracting factual information while programming specific storytelling perspectives.
Explore the researchMulti-Perspective RAG
Same facts, different valid conclusions — perspective-aware retrieval and generation.
Narrative Tonal Analysis
Detecting and classifying narrative tones to enable style-conscious generation.
Affect-Aware Responses
Same facts, right feeling. Detect emotional tone → respond with calibrated narrative.
Ready to Build Something?
Whether you want free tools, a custom solution, or expert guidance — there's a path that fits.