Arya.ai, an Aurionpro Company, has launched AryaXAI, an advanced AI explainability (XAI) and alignment platform, tailored for mission-critical applications. As part of the Aurionpro Enterprise AI suite, AryaXAI empowers enterprises with a sophisticated observability stack to ensure their AI solutions are not only explainable but also safe and aligned with regulatory and ethical standards. The platform addresses the increasing demand for transparency and accountability in high-stakes industries where AI usage is subject to regulations and potential model failures can have profound consequences.
To address the challenges of understanding complex models such as deep learning systems, Arya.ai has introduced an advanced Explainable AI (XAI) technique known as DLBacktrace. DLBacktrace is one of the most accurate, stable, and true-to-model XAI techniques for deep learning models. This enables enterprises to trace AI decisions, meet transparency regulations, and build trust.
The AryaXAI explainability stack also includes existing methods such as SHAP, LIME, SmoothGrad, and Integrated Gradients, along with tools to help users choose the best explanation method for any model. For critical alignment, AryaXAI offers out-of-the-box strategies such as synthetic alignment to enhance model accuracy and performance, ensuring responsible, high-performing AI models. Its monitoring tools detect issues such as data drift and model bias, while customizable risk frameworks help maintain effective AI systems. An intuitive interface and automated logging simplify compliance and audits.
Aurionpro Solutions is an advanced technology solutions company catering to the needs of the banking, mobility, payments and government sectors.
| Company Name | CMP |
|---|---|
| TCS | 4180.65 |
| Infosys | 1909.30 |
| HCL Tech. | 1896.30 |
| Wipro | 305.25 |
| Tech Mahindra | 1706.30 |
| View more.. | |
MoneyWorks4Me rating and ranking of funds for SIP is available to subscribers only. Moneyworks4Me is not a rating and ranking agency, however it is required that users have a way of selecting funds and building a Portfolio. The method used by it are described below to enable users to understand the logic behind the rating and ranking Subscriber will find more details on this in the various content made available from time to time. In case you need more please write to besafe@moneyworks4Me.com
MoneyWorks4Me rates and ranks mutual funds based on the following data-driven system:
Funds ranking in screeners: Performance Consistency and Quality are two parameters used for ranking funds for SIP. The ranking as follows GG, GO, GR, OG, OO, OR, RG, RO and RR.
With the same color-coded funds, the one with the higher Average 3-year rolling returns (over 5 to 10 years), the number that appears in the Performance tag, ranks higher.
Here is the summary:
The third tag Upside Potential is not relevant for SIP. It is relevant for lumpsum investments in Mutual Funds.
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