Malted AI: Revolutionizing Enterprise AI Solutions

Introduction

Malted AI is at the forefront of transforming how enterprises approach AI solutions. By enabling the creation of smaller, more focused AI models, Malted AI offers greater performance at a fraction of the traditional cost. This innovative approach is particularly beneficial for businesses looking to deploy efficient and secure AI at scale.

Key Features

Small Language Models (SLMs)

Unlike Large Language Models (LLMs), which lack domain specificity and are not cost-effective at scale, Malted AI builds custom SLMs. These models become experts at specific problems, often being 10-100x smaller than their counterparts, making them more efficient and cost-effective.

Distillation Technology

Malted AI's distillation technology creates high-quality automatic data, a process that would typically require thousands of human hours to manually annotate. This rich dataset is then used to train task-specific SLMs that are optimized for specific use cases.

Unique Selling Points

• Accurate & Transparent: SLMs that optimize your data and user interactions.
• Cost Effective: Smaller, more efficient models that reduce costs by 10-100x.
• Secure Deployment: Deploy safely on your own cloud or Malted AI’s secure platform.
• Maintenance and Support: Continuous updates with new state-of-the-art SLMs.

Use Cases

Retrieval Augmented Generation (RAG)

RAG leverages internal knowledge to factually answer complex questions, generate content, and produce rich insights. It can:

• Answer domain-specific questions.
• Automatically generate custom reports.
• Perform deep analysis of internal knowledge.

Classification

This technology makes sense of large quantities of unstructured information through complex categorizations and extraction of information. It can:

• Identify regulatory compliance issues.
• Mine insights from customer interactions.
• Populate databases from unstructured data.

Search

Search finds hidden information contained within diverse internal knowledge sources, helping to optimize operational processes. It can:

• Provide a knowledge management solution.
• Support due diligence research.
• Automate multifaceted complex matching.

Conclusion

Malted AI is revolutionizing the AI landscape by offering tailored, efficient, and cost-effective solutions. Their innovative approach to AI model creation and deployment ensures that businesses can harness the power of AI without the usual constraints of size and cost. Whether it's through their distillation technology or their specialized SLMs, Malted AI is setting new standards in enterprise AI solutions.