ABOUT TOXO
We're revolutionizing AI training by making it accessible, secure, and powerful for everyone.
Mohit Anand: Solving the Impossible
The Beginning: In 2024, Mohit Anand was deep in the trenches building FinAI — an ambitious idea to create an AI system that could think, reason, and communicate like a financial expert.
FinAI was never meant to be another chatbot. It was meant to understand markets the way humans do — with logic, memory, and emotion. But as Mohit started implementing the system, he faced a recurring wall.
Every time FinAI tried to reason across different domains — fundamentals, technicals, psychology, macroeconomics — it struggled to stay consistent. The more complex the query, the more fragmented the outputs became.
He tried chaining prompts. He tried vector memory. He tried prompt templates, system instructions, even fine-tuning experiments. Yet every solution felt brittle.
The Realization: The problem wasn't the model — it was behavior. AI didn't behave intelligently; it just responded. There was no sense of identity, reasoning continuity, or adaptive memory.
One late night, while mapping FinAI's reasoning graph, Mohit wrote in his notes: "We don't need to keep building smarter models — we need to build smarter behaviors."
That single line became the foundation of TOXO.
The Birth of TOXO: He envisioned a system where anyone — founder, engineer, or creator — could train an AI's behavior layer using natural text, documents, and feedback. No fine-tuning, no code. Just a transparent, modular "layer" that could sit on top of any model and give it a personality, purpose, and memory — almost like an "AI brain file."
When Mohit integrated the first prototype into FinAI, everything clicked. Suddenly, FinAI could reason like a trader, explain like a teacher, and switch intelligently between expert domains — all because TOXO gave it structure and self-awareness.
"At that moment, TOXO stopped being a side tool — and became the core layer that makes intelligence human. I stopped asking, 'How can I make AI smarter?' and started asking, 'How can I make AI learn like us?'"- Mohit Anand, Founder of Toxo AI
Our Mission
To democratize AI training by enabling anyone to create intelligent, domain-specific AI assistants without the complexity of traditional machine learning or the need to modify model weights.
Accessible
No ML expertise required
Precise
Domain-specific expertise
Fast
Real-time training
What We Do
Toxo is an AI training platform that creates intelligent, domain-specific AI assistants through advanced prompt engineering and memory systems.
AI Layer Training
Train AI models on top of existing LLMs without modifying their core weights. Our approach preserves the base model's capabilities while adding specialized knowledge.
Secure & Private
Your training data and AI models remain completely private. We never store or access your sensitive information, ensuring complete data sovereignty.
API-First Design
Integrate trained AI models directly into your applications through simple API calls. Deploy anywhere, scale effortlessly.
Why It Matters
Traditional AI training is expensive, complex, and requires specialized expertise. We're changing that.
Democratization
Make AI training accessible to developers, researchers, and businesses of all sizes. No more barriers to entry.
Innovation
Enable rapid prototyping and iteration of AI solutions. Test ideas quickly and bring products to market faster.
Specialization
Create AI experts in specific domains - from medical diagnosis to legal analysis to financial planning.
Efficiency
Reduce the time and cost of AI development. Focus on your domain expertise while we handle the training complexity.