Architecting the
Intelligence Layer.
Toil Labs is an AI research company building the future of human–machine collaboration. We create systems that empower people to think bigger and build faster.
/// The Ecosystem
ScribIQ
AI CO-FOUNDER & ARCHITECT
Transforms natural language into deployed, production-grade software. ScribIQ doesn't just write code; it plans architecture, manages infrastructure, and autonomously builds applications from a simple prompt.
chatMRT
MODULAR REINFORCED TRANSFORMER
A collaborative AI built on a modular architecture. Instead of a single monolithic model, MRT activates specialized sub-agents to solve complex queries with higher accuracy and speed.
Invest Insight
AUTONOMOUS RESEARCH AGENT
A fully autonomous decision intelligence agent for crypto markets. It acts as a 24/7 senior analyst, collecting news every 3 hours, verifying sources, and generating evidence-backed predictions.
- 48h–240h Predictions
- Manipulation Detection
MRT Vision
GENERATIVE MEDIA
A high-precision image model built for realism, control, and multimodal understanding — pushing the boundaries of generative art and design.
Why We Exist
AI isn’t just a tool — it’s the next layer of human capability. We believe intelligence should be modular, adaptive, and deeply integrated with human intent. We exist to remove the friction between a human idea and technological reality.
Our Story
What began as a small research experiment evolved into a deep-tech lab. We made the radical decision to discontinue all standard IT services to focus entirely on AI research, product engineering, and building next-generation intelligence systems.