Data Analytics and Gen AI for Banking and Financial Services

Take the Next Step in the AI Revolution

The revolutionary Generative AI technology and advanced data analytics techniques are transforming banking and financial services (BFS) businesses. BFS companies are gaining deep insights from data for strategic decision-making and intelligent automation is streamlining complex manual processes like never before.
Is your financial services organization a part of the Gen AI revolution? Learn to apply data analytics and AI strategically in your business for long-term value creation.
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Transcend the Limitations of Traditional AI Models

Many of the current applications of traditional AI in the financial industry are discriminative in nature. For example, models for Customer Churn Prediction, Loan Approval Prediction, Customer Sentiment Prediction, KYC Approval Prediction, Customer Propensity Models, and Customer Lifetime Value Prediction first must be trained on large volumes of data. Lack of contextual understanding and logical reasoning ability, biases, and inaccurate outcomes are some of the other constraints of these traditional AI models.
Generative AI opens doors to endless possibilities for innovation and human-machine collaboration. By understanding the underlying context from training data in various forms including text, image, video, and audio to generate meaningful and relevant outputs, Gen AI enables financial organizations to push the boundaries of customer service, fraud detection, risk assessment, compliance, and other aspects of the banking and financial services business.

Customized Large Language Models to Transform Financial Services Data

KANINI is at the forefront of AI innovation, enabling financial institutions to unlock innovative use cases of data analytics and Gen AI for enhanced customer experience and operational excellence. We build customized Large Language Models (LLMs) aligned with your unique business framework and industry-specific nuances.

Maximize Value Creation from Your Data and AI Initiatives with KANINI

KANINI bridges all AI implementation gaps, speeding up pilot-to-production and ensuring organization-wide AI adoption. Our full range of data analytics and AI expertise – from advisory services to Gen AI model building, training, testing, and integration – empowers large multinational banks, smaller community banks and credit unions, loan and mortgage companies, and other financial services businesses to tap into the full potential of these transformative technologies.
  • Harness Gen AI’s unparalleled potential in generating content, simulating human-like behavior, supporting real-time engagement, and simplifying complex processes through our strategic guidance.
  • Overcome the common stumbling block of how and where to apply Gen AI to get the most out of the technology.
  • Learn to scale up Gen AI within the organization by selecting the right operating model.
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Our Data Analytics and Gen AI Solutions and Accelerators for the Financial Services Sector

The financial services sector constantly battles growing customer expectations, endless regulatory complexities, and operational demands. Explore our Gen AI-powered solutions and accelerators that enable financial institutions to streamline operations, enhance customer experiences, and ensure regulatory compliance, driving significant value and competitive advantage.

Customer Intelligence Framework

  • Customer Sentiment Analysis
  • Customer Segmentation
  • Customer Churn Prediction
  • Customer Profitability Prediction
  • Customer Journey Analysis
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Financial Document Intelligence

  • Named Entity Recognition
  • Automatic Data Extraction & Classification
  • Automated KYC Verification
  • Signature Detection/Comparison
  • Document Q&A
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Recommender Engines

  • Customer Recommendations
  • Product Recommendations
  • Targeted Marketing Campaigns
  • Collaborative Filtering for Recommendation Accuracy
  • Continuous Refinement of Recommendations
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Conversational AI

  • Automated Customer Onboarding
  • Payment Collection Bots and Voice Bots
  • Always-available Virtual Agent for Contact Center
  • AI-driven On-call Agent Coaching
  • Real-time Knowledge Management and Sharing
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Meeting Intelligence

  • Automated Meeting Summarization
  • Analysis of Key Meeting Actions​ Points
  • Automatic Task Creation and Assigning of Responsibilities
  • Risks Assumptions, Issues, and Decision Logs
  • Real-time Analysis of the Engagement Level of Participants
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Risk, Compliance & Cybersecurity Management

  • AI-driven Third-Party Risk Management​
  • Real-time Threat Intelligence
  • Proactive Identification and Mitigation of Cybersecurity Vulnerabilities
  • Integration of Compliance Monitoring Tools
  • AI-powered Decision Support Systems for Rapid Threat Resolution
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Why Choose KANINI as Your Data Analytics and Gen AI Partner?

  • Unlock new Gen AI opportunities/drivers
  • Ensure seamless implementation and scaling of new use cases
  • Overcome Gen AI adoption challenges and avoid Gen AI risks
  • Build strong learning and leadership development around Gen AI
  • Enhance operational excellence, customer experience, and revenue generation

Explore Our Stories of Customer Success

The agility, coherence, and contextual ability of Generative AI combined with LLMs is increasingly finding its way into modern financial institutions through numerous novel use cases. Find out how KANINI has enabled numerous financial institutions to solve their various real-world business challenges through the strategic application of Gen AI-powered solutions. Learn how you can also automate manual processes for increased productivity, gather customer intelligence for smarter decision-making, prevent the risk of fraud, data breaches, and compliance, and do much more with Generative AI.
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Want to transform customer experiences, operations, and regulatory compliance in your banking and financial services business with cutting-edge Gen AI solutions?

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Words We Love. Testimonials.

What Clients have to say About Us

“We have had a great working relationship with KANINI for 5+ years. A truly fwd looking and trustful partnership which is instrumental in us delivering world class, Global, innovative, complex enterprise secure business solutions using latest technologies and with highest quality. The collaborative culture of this company which Adapts to evolving business needs, its capability to sit With us on the leadership table as not just delivery partners but advisors differentiates them from others. Onshore - offshore resourcing model options gives us flexibility and agility needed in these times. KANINI leadership is always there for us and We are looking fwd to many more wins together.”
A Senior Executive
A Senior ExecutiveFrom a Top Financial Services Company
"I have engaged KANINI'S services for several years involving the development of a comprehensive transportation logistics and risk assessment tool for policy analysis and operations planning. Throughout this entire experience, KANINI staff have demonstrated a high level of knowledge and skill in performing a multitude of software development tasks. Moreover, the culture of the organization reflects a commitment to professionalism, high quality performance and working collaboratively with customers to produce a successful outcome."
Mark Abkowitz
Mark AbkowitzProfessor of Civil and Environmental Engineering, Vanderbilt University, Director
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Case Studies & Articles

Collating the Reflectors of our Industry Expertise

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The Power of Generative AI in Revolutionizing Cybersecurity Initiatives Within Your Organization

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Transforming Contact Centers to Create Exceptional Customer Experiences Using Generative AI
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Generative AI in Banking: Use Cases, Ethical Implications, and More

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BROCHURE

Unlocking the Potential of Generative AI in Audits

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