Monitaur

Monitaur is an AI governance platform that helps organizations create responsible AI systems from start to finish. Their cloud-based governance solutions enable businesses to manage the entire lifecycle of their AI systems, from development and testing to deployment and monitoring. Monitaur's GovernML workflow brings together all necessary components for documenting an organization's AI journey, providing a single unifying system of record for responsible AI. The platform's features include explainability, transparency, and accountability, as well as risk management tools that help businesses identify irregularities or biases before they surface as risks. By creating ethical and trustworthy AI systems that align with their business objectives, organizations can gain a competitive edge in the market and better understand the impact of AI on their operations, customers, and stakeholders.

TLDR

Monitaur's AI governance platform enables organizations to create and manage responsible AI systems with cloud-based governance applications, including the SOC 2 Type II-certified GovernML workflow that documents the AI journey from development to monitoring. Monitaur provides features for risk management, explainability, transparency, and accountability, which allow businesses to assess the cause of issues more quickly and identify irregularities or biases. By creating reliable and trustworthy AI systems, organizations can gain a competitive edge in the market while also better understanding the impact of AI on their operations, customers, and stakeholders.

Company Overview

Monitaur is an AI governance platform that provides solutions for creating responsible AI. The company understands that AI is a business problem, not just a tech problem, and so they have developed a platform that unites every stage of an organization's AI and machine learning journey with cloud-based governance applications. By bringing teams together onto one platform, they help mitigate risk, leverage the full potential of AI, and turn intention into action.

At the heart of Monitaur's platform is GovernML, the kickstarter businesses need to bring good AI systems into the world. This user-friendly workflow brings together all the necessary components for documenting the entire lifecycle of an organization's AI journey onto one platform.

Through the use of GovernML, businesses can effectively manage the entire lifecycle of their AI systems, from development, testing, and deployment to monitoring and ongoing maintenance. This helps organizations ensure that their AI is not only ethically sound but also delivers reliable and trustworthy results that align with their business objectives.

Monitaur's platform also enables organizations to manage risks by providing features such as explainability, transparency, and accountability. By making it easy to document any changes or updates to the AI model, businesses can assess the cause of issues much more quickly, identify irregularities or biases before they surface as risks, and make necessary adjustments in real-time. With Monitaur, businesses can better understand the impact of AI on their operations, customers, and stakeholders and gain a competitive edge in the market.

In conclusion, Monitaur's platform provides the necessary tools and functionalities needed to create and manage responsible AI systems from start to finish. Their cloud-based governance applications ensure that businesses can achieve ethical and trustworthy results while giving them a voice in how AI impacts their operations and customers. Monitaur is a must-have solution for any business that wants to leverage AI's full potential while mitigating risks.

Features

Cloud-Based Governance

Track AI and Machine Learning Models from Policy to Proof

Monitaur offers cloud-based governance applications that track AI and machine learning models from policy to proof. Their platform provides a single unifying system of record for responsible AI, enhancing your AI governance and delivering bespoke solutions. The system is SOC 2 Type II-certified and delivers scalable, user-friendly workflows that document the lifecycle of your AI journey, regardless of whether you're an ML engineer or data scientist, a compliance officer or underwriter, or an executive decision-maker. Monitaur's cloud-based governance solutions give regulators peace of mind while boosting your bottom line.

Single Source of Truth

GovernML: Your System of Record for Responsible AI

Monitaur's GovernML brings responsible AI systems to the world. With GovernML, you get a single system of evidence for responsible AI decision-making that stays honest. With full lifecycle governance, including GovernML, RecordML, MonitorML, and AuditML, you can keep your documentation, evidence, and governance practices all in one place. You can even 'drop in' and spot test a decision or know when drift happens well before bias becomes an issue. By documenting the lifecycle from end to end, all stakeholders, from ML engineers and data scientists to compliance officers, even to non-technical decision-makers, you can assure regulators and customers that your AI is ethical and responsible.

Model Lifecycle Management

Log and Version Every Incident

Monitaur provides model lifecycle management software that brings the documentation of your business problems, model development, and deployment into one home. They reveal model decisioning and provide transparency for leadership and regulators alike. By logging and versioning every incident, you can identify risks before they become critical. Continuously monitor performance, security, and model decision-making with MonitorML. Risk owners and non-technical users can find, review, and test your AI models while regulators can self-serve without compromising intellectual property.

Transparent Model Decisioning

Assure Regulators and Customers that Your AI is Ethical and Responsible

Monitaur helps regulate and provide transparency for your model decision-making with AuditML. AuditML captures AI model decision-making from development to deployment and provides documentation to regulators and customers that your AI is ethical and responsible. With AuditML, you can verify and hold accountable your AI models assuring customers that your AI is making ethical decisions without bias or discrimination. Risk and compliance teams can easily review and audit every AI decision with AuditML. Monitaur's AuditML system provides a transparent way to improve and optimize AI decision-making based on actionable insights and observations delivered from real data to ensure ethical and responsible AI outcomes.

Assured Responsible AI

Continuously Monitor Performance, Security, and Model Decision-Making

With the Monitaur platform, you can assure responsible AI decision-making with RecordML. RecordML serves as a log of all AI models and their associated metadata, enabling continuous monitoring of performance, security, and model decision-making. RecordML serves as a "source of truth" for all decision-makers, from ML engineers to executives, to prevent AI models from becoming 'black boxes.' With RecordML, you can easily provide regulators with all the evidence they need to verify and hold accountable AI models. Your model records can help ML engineers to identify and reduce the risk of drift before it becomes risky, proving to regulators and customers that your AI is making ethical decisions based on responsible metrics.

FAQ

What is Monitaur?

Monitaur is an AI governance platform that provides solutions for creating responsible AI. Their platform unites every stage of an organization's AI and machine learning journey with cloud-based governance applications, from development and testing to deployment and monitoring. Monitaur's GovernML workflow brings together all the necessary components for documenting the entire lifecycle of an organization's AI journey onto one platform. With Monitaur, businesses can ensure that their AI is not only ethically sound but also delivers reliable and trustworthy results that align with their business objectives.

How can Monitaur help my business?

Monitaur's platform enables organizations to manage risks by providing features such as explainability, transparency, and accountability. By making it easy to document any changes or updates to the AI model, businesses can assess the cause of issues much more quickly, identify irregularities or biases before they surface as risks, and make necessary adjustments in real-time. With Monitaur, businesses can better understand the impact of AI on their operations, customers, and stakeholders and gain a competitive edge in the market. Additionally, by providing a user-friendly workflow for documentation and management, Monitaur allows organizations to create and manage responsible AI systems from start to finish more effectively.

What is GovernML?

GovernML is Monitaur's user-friendly workflow that brings together all the necessary components for documenting the entire lifecycle of an organization's AI journey onto one platform. GovernML allows businesses to manage the entire lifecycle of their AI systems, from development, testing, and deployment to monitoring and ongoing maintenance. By making it easy to document any changes or updates to the AI model, businesses can assess the cause of issues much more quickly, identify irregularities or biases before they surface as risks, and make necessary adjustments in real-time. With GovernML, businesses can ensure that their AI is not only ethically sound but also delivers reliable and trustworthy results that align with their business objectives.

What risks can Monitaur help mitigate?

Monitaur's platform can help organizations mitigate risks such as explainability, transparency, and accountability when it comes to AI. When using AI, it's crucial to understand how it makes decisions or predictions to ensure that it is not biased or unethical. The platform allows businesses to document any changes or updates to the AI model, assess the cause of issues more quickly, identify irregularities or biases before they surface as risks, and make necessary adjustments in real-time. This helps organizations create AI systems that are not only ethically sound but deliver reliable and trustworthy results that align with their business objectives.

How does Monitaur ensure ethical AI?

Monitaur ensures ethical AI by providing a platform that can manage risks associated with AI while providing explainability, transparency, and accountability. By making it easy to document any changes or updates to the AI model, businesses can assess the cause of issues much more quickly, identify irregularities or biases before they surface as risks, and make necessary adjustments in real-time. They also help organizations better understand the impact of AI on their operations, customers, and stakeholders, which can help businesses create AI systems that are not only ethically sound but deliver reliable and trustworthy results that align with their business objectives.