Datatron Releases New Governance Dashboard to Provide Trust, Transparency, Traceability & Validation of AI/ML Solutions
ARLINGTON, Va., Jan. 19, 2021 /PRNewswire/ -- Datatron, a pioneer in AI ModelOps and governance at scale, today announced the immediate availability of the Datatron Governance Dashboard, an adaptive, performance-based artificial intelligence (AI) governance solution. This new offering provides AI and machine learning (ML) model transparency risk management to comply with regulations while optimizing business outcomes. Because many ML initiatives work in isolation from each other and don't directly support—or can even hinder—a company's broader business, regulatory, and privacy objectives, the Datatron Governance Dashboard provides model traceability and confidence in AI applications. The dashboard provides analytic leaders, business stakeholders, and data scientists a birds-eye, multi-level view of how their models perform in production via the smart visualization of key metrics.
"Just as cyberattacks can be devastating to companies, so can poorly governed AI models," said Datatron Board Member Rachel Moore Weller. "Datatron is solving this problem by democratizing AI governance, establishing trust and transparency, and mitigating risks and fines."
Technologies like ML and deep learning (DL) are becoming critically important for organizations looking to increase revenue and competitive advantage. However, along with these new technologies came new government guidelines and regulatory approaches because AI/ML models can pose risks to privacy, brand reputation, autonomy, and growth. Models must be carefully managed and appropriately governed, especially since further AI/ML adoption and acceptance depend on trust, transparency, and validation. The new Datatron Governance Dashboard not only facilitates compliance with audits and regulations, it delivers consistent and easy-to-understand risk assessment and management analysis that should be the foundaton of any AI/ML program.
According to a recent blog by William McKnight, a leading analyst and the president of McKnight Consulting Group, "ML is delivering greater levels of insight from data than traditional approaches and the rewards will be greatest for those who can trust and have transparency in the models."
The Datatron Governance Dashboard helps organizations reap the benefits of bringing trust and transparency to AI applications by providing the ability to:
"We consistently hear from prospects about poor model performance and a serious lack of trust in predictions from AI applications," said Harish Doddi, Datatron CEO. "The ability of large companies to operationalize and govern their AI/ML models has far exceeded their infrastructure and the bandwidth of their engineering and data science teams. We established Datatron to operationalize and govern AI model management at scale. Leveraging the new Datatron Governance Dashboard, organizations can monitor deployments, detect problems early, and increase the efficiency of managing multiple models at scale in order to maintain compliance and growth."
Please Tweet: Model governance and management provider @getdatatron announces Datatron Governance Dashboard—adaptive, performance-based #ModelOps #governance platform that provides #AI and #ML model transparency to optimize business outcomes
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