Custom Llama agents that outperform expensive frontier models in specialized domains.
Created in seconds, not months.
Outperforms GPT-4o in specialized domains like finance and healthcare
Fraction of the cost of frontier models with better domain-specific results
No AI expertise or GPUs required - just upload your data and go
Prompt engineering for Llama is hard and unreliable
Easy to confuse your model with the wrong, or too much context
Llama does not know your business data or use case
Pre-trained models like Llama beg post-training for real-world applications.
Enterprises have limited access to high quality: required manually labeled and cleaned data
Ph.D.s in AI are in short supply: was not a regular developer task, took highly specialized skills
GPUs are expensive: fine-tuning for custom agents took many rounds and was expensive
xMAD is an agent fine-tuning breakthrough for everyone building agents with Llama
Our platform takes care of everything. Just follow these simple steps and let our technology handle the complexity.
Choose from the Llama family of models based on your specific requirements and use case.
Upload all the "mess" of related or unrelated unstructured data—no pre-cleaning or organization required.
That's it! Anyone can get a hyper-customized agent that is perpetually improving with just a few clicks.
A fully customized, domain-specific AI agent that understands your business context. Deploy it immediately or fine-tune it further based on your needs.
Our advanced technology works tirelessly behind the scenes to create your perfect AI agent.
We uncover blind spots unique to your use case (e.g., "SOS" means "Security Operations System," not a distress signal).
"I've detected an SOS signal. This appears to be a distress call requiring immediate attention."
"The Security Operations System (SOS) has flagged 3 potential vulnerabilities in the network infrastructure."
We create and curate robust, domain-specific datasets to close the knowledge gaps in the base Llama model.
Our system analyzes your unstructured data to identify key concepts, terminology, and relationships.
We identify knowledge gaps in the base model related to your specific domain.
We generate thousands of domain-specific examples to train your custom agent.
Our system repeatedly refines the model until it meets your performance criteria—99.95% accuracy is common.
If the model hits a dead end, we'll prompt you for clarifications. Otherwise, everything runs autonomously.
Our system runs autonomously 99% of the time. We only involve humans when the AI encounters a genuine knowledge gap or ambiguity that requires clarification.
"The XMAD.AI system only requested human input twice during our entire 3-month implementation process. Both times were for critical business rule clarifications that saved us from potential compliance issues."
— Financial Services Customer
Once validated, the newly fine-tuned agent is ready for alpha, beta, or final deployment—at a fraction of traditional costs.
Deployed as Docker containers for easy integration with your infrastructure.
Runs entirely within your security perimeter with no external dependencies.
Quantized for maximum performance with minimal hardware requirements.
Compared to GPT-4o, our fine-tuned Llama models deliver superior performance in specialized domains.
100% more accurate on transaction classifications for Quickbooks Online compared to GPT-4o.
100% more accurate on consolidated debt schedule preparation for M&A analysis compared to GPT-4o.
Our fine-tuned Llama models deliver superior performance at a fraction of the cost of frontier models.
Our fine-tuned Llama agents provide significant advantages over general-purpose models.
Custom agents that have significantly higher reliability and accuracy compared to general purpose Llama models.
Efficient and cheaper to deploy with faster latency compared to general purpose models.
Save the cost of prompt tokens per query with our fine-tuned models.
| Feature | XMAD.AI | DIY Fine-Tuning | Generic LLMs |
|---|---|---|---|
| Domain Expertise | |||
| Setup Time | Minutes | Weeks/Months | Hours |
| AI Expertise Required | None | High | Medium |
| Accuracy on Domain Tasks | 95-99.95% | 70-85% | 45-60% |
| Data Privacy | |||
| Continuous Improvement |
Getting started is simple. Just follow our easy process and you'll have your custom Llama agent up and running in no time.
Simple 3-step process. Pick a model, upload your data, and click "Go".
No AI expertise needed. Our platform handles all the complexity behind the scenes.
Instant deployment. Your custom agent is ready to use immediately after creation.
Fill out this quick form, and we'll reach out to schedule a demo.
"XMAD.AI – Let your business drive, while we handle the AI. We're here to make custom, perpetually improving Llama agents accessible to everyone."