Mona
Mona offers a self-service monitoring solution for GPT-based applications and various AI use cases, providing granular visibility, automated fairness reports, and flexible deployment options.
Company Overview
Mona provides a self-service monitoring solution for GPT-based applications. The company's solution caters to various AI use cases, including generative AI, large language models (LLMs), machine learning, natural language processing (NLP/NLU), chatbots, computer vision, speech and audio processing, and intelligent automations. Based in Atlanta, Georgia, and Tel Aviv, Israel, the company is backed by top venture capitalists.
Monitoring Solutions
Mona offers monitoring solutions that provide granular visibility into GPT-based products. The platform features early alerts and in-depth information on issues, and it supports API and token usage tracking for GPT applications. Mona's solutions are tailored for multiple AI domains and support both SaaS and self-hosted deployment options. The platform also includes integration capabilities with OpenAI and Azure OpenAI APIs.
AI Compliance and Fairness Reports
Mona prioritizes AI compliance and fairness by automatically generating fairness reports aimed at reducing bias. These reports provide insights into the equitable performance of AI systems, ensuring that AI deployments align with ethical standards and regulatory requirements. This feature is especially critical for organizations working in sensitive areas where fairness and bias reduction are paramount.
Exploratory Data Analysis and Anomaly Detection
Mona equips its platform with tools for automated exploratory data analysis, helping users identify anomalies in multivariate datasets. This capability ensures that potential issues are detected early, enhancing the reliability and accuracy of AI models. By tracking custom metrics, Mona offers complete flexibility for varied use cases and technology stacks.
Recognition and Industry Impact
Mona was recognized by Gartner in their 2021 'Cool Vendors in Enterprise AI Operationalization and Engineering' report. This acknowledgment highlights the company's innovative approach to AI monitoring and operationalization, marking it as a significant player in the AI industry landscape.