AI Utility Platform
Onebox LM
A conversational interface bundling PDF generation, QR creation, and utility tools into a single AI-driven chatbox.
Live Demo →The Forol Initiative
Forol is a dual-engine technology group. We commercialize AI solutions today while open-sourcing the datasets, APIs, and frameworks required to achieve safe, accessible AGI tomorrow. Our unified Forol Router aggregates Qwen2.5-3B, Groq, and OpenRouter into a single endpoint with automatic failover.
The Forol Architecture
Sustainable capital funds open research. Open research accelerates commercial capability.
The commercial arm funds our long-term vision. Through Dwarkadhish Web Solutions, AI tooling for SMBs, and specialized LLM deployment for Indian enterprises, we generate the capital required to scale infrastructure.
The public engine of Forol. We release datasets, API keys, model weights, and technical articles to democratize AI. Free infrastructure is provided to NGOs and trusts working on healthcare, agriculture, and environmental preservation.
Experience Forol
Try the Forol Router — auto-routes to the best available model (hosted Qwen2.5-3B + Groq + OpenRouter). Free API access, no signup required.
Hello! I'm Qwen2.5-3B, hosted by Forol. Ask me anything — in English, Hindi, or any Indian language.
Proven Execution
Real deployments and practical LLM integrations—from search-focused web systems to end-to-end AI workflows.
A conversational interface bundling PDF generation, QR creation, and utility tools into a single AI-driven chatbox.
Live Demo →End-to-end language model trained in Google Colab, featuring custom API integration and a dedicated web chat interface.
Case Study →Localized web development agency for Rajkot schools & businesses. Focused on SEO dominance and conversion optimization.
Visit Agency →The AGI Mandate
Our goal isn't just another chatbot. It's India's first widely adopted, production-grade LLM. We're building toward AGI with a strict ethical framework: intelligence must remain a servant to humanity, never its master.
"We will use AGI to accelerate medical research, optimize agricultural yield, and solve environmental crises. We will actively prevent its militarization or monopolization for personal profit."
AI-assisted drug discovery, diagnostic pattern recognition, and open medical datasets for rural clinics.
Yield prediction, soil health modeling, and climate resilience optimization for developing regions.
Transparent model weights, bias auditing, and strict licensing against military or monopolistic use.
Seeking Strategic Partners
Scaling LLM infrastructure and AGI research requires capital, compute, and exceptional talent. We are actively seeking seed funding, VC partnerships, and early-stage investors who share a long-term vision for responsible AI.
Open to SAFE notes, equity partnerships, and grant collaborations.
Research updates, model releases, and AGI mandate progress—delivered monthly. No spam.