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         article-type="Research Paper"
         xml:lang="en">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Journal of Artificial Intelligence and Big Data Disciplines</journal-title>
        <abbrev-journal-title abbrev-type="publisher">jaibdd</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">3049-2122</issn>
      <publisher>
        <publisher-name>Dr. Aaluri Seenu</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.70179/k86dcv60</article-id>
      <article-id pub-id-type="publisher-id">jaibdd110021</article-id>
      <title-group>
        <article-title>Redefining Financial Risk Strategies: The Integration of Smart Automation, Secure Access Systems, and Predictive Intelligence in Insurance, Lending, and Asset Management</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Singireddy</surname>
            <given-names>Sneha</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Adusupalli</surname>
            <given-names>Balaji</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Pamisetty</surname>
            <given-names>Avinash</given-names>
          </name>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Mashetty</surname>
            <given-names>Someshwar</given-names>
          </name>
          <xref ref-type="aff" rid="aff4"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kaulwar</surname>
            <given-names>Pallav Kumar</given-names>
          </name>
          <xref ref-type="aff" rid="aff5"/>
        </contrib>
      </contrib-group>
      <aff id="aff1">Software Development Engineer is Testing</aff>
      <aff id="aff2">Insurity Lead - Small commercial Insurance</aff>
      <aff id="aff3">Integration Specialist</aff>
      <aff id="aff4">Lead Business Intelligence</aff>
      <aff id="aff5">Director IT,  KPMG, Dallas</aff>
      <pub-date pub-type="epub" iso-8601-date="2026-02-19">
        <month>02</month>
        <day>19</day>
        <year>2026</year>
      </pub-date>
      <volume>1</volume>
      <issue>1</issue>
      <abstract>
        <p>This research study develops for the first time concepts that bring to the forefront an order of magnitude leap in the way financial risk is managed and mitigated by corporations, and in their interactions with their financial services suppliers. At the core of the research work are the development of a specific type of enterprise robotics theories and solution methodologies; end-to-end systems for secure access, navigation, and protection for financial applications using federated identity and attribute management; and the introduction of predictive intelligence using a few dominant principles, modeling, and estimation methods, risk equations, and estimation feedback protocols. In addition to the foundation studies for each of the three major components, we integrate the three into an enterprise financial risk solution and demonstrate through a set of complex activity models and problem derivative-specific applications the nature and degree of financial engineering, financial and data communications, modeling and corporate customer service integration analytics, information and business intelligence, managerial zones, and innovation theories involved.</p>
      </abstract>
      <kwd-group kwd-group-type="author">
        <kwd>financial risk management</kwd>
        <kwd>corporate finance</kwd>
        <kwd>enterprise robotics</kwd>
        <kwd>secure financial applications</kwd>
        <kwd>federated identity management</kwd>
        <kwd>attribute management</kwd>
        <kwd>predictive intelligence</kwd>
        <kwd>risk modeling</kwd>
        <kwd>estimation methods</kwd>
        <kwd>feedback protocols</kwd>
        <kwd>end-to-end financial systems</kwd>
        <kwd>financial engineering</kwd>
        <kwd>data communications</kwd>
        <kwd>corporate customer service analytics</kwd>
        <kwd>business intelligence</kwd>
        <kwd>managerial decision-making</kwd>
        <kwd>innovation in finance</kwd>
        <kwd>integrated risk solutions</kwd>
        <kwd>financial services optimization</kwd>
        <kwd>enterprise financial systems</kwd>
      </kwd-group>
    </article-meta>
  </front>
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</article>
