Data Analytics and Gen AI for Healthcare

Fast-Tracking Healthcare Innovation with Advanced Technologies

The healthcare industry worldwide is embracing cutting-edge technologies at a rapid pace. Modern data analytics and generative AI-based solutions are empowering healthcare providers, payers, intermediaries, pharmaceutical companies, and every stakeholder in the healthcare ecosystem to gain more value from data.
Are you ready to build modern capabilities and become a part of the technological revolution in healthcare?
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Transform Your Healthcare Data into Meaningful Insights

Most modern healthcare organizations today have come to realize the importance of a robust data platform and built them successfully. However, the challenge has been in identifying use cases or opportunities to put that data to good use. The complexity of training the AI models on large data volumes and the skepticism around the usage of AI models have been some of the common roadblocks.
The entry of Gen AI is transforming the healthcare landscape. Gen AI models, unlike traditional discriminative models, do not need a lot of training. In fact, these models are more low code in nature, enabling healthcare organizations to use simple prompts and get accurate outcomes. This unlocks a plethora of new use cases and opportunities to create better value in healthcare.
KANINI’s deep technology know-how, combined with the extensive understanding of the healthcare industry, enables organizations in healthcare to create new benchmarks in innovation. Our Gen AI solutions address specific data challenges, improve process efficiencies, and help healthcare organizations meet their larger vision.
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Unlock the Power of Generative AI in Your Healthcare Organization

Very often, healthcare organizations struggle to make the right start or fumble along the way in their journeys of modernizing their IT infrastructure and adopting Gen AI solutions due to a lack of expertise. With a track record of numerous successful strategic implementations of modern data analytics and Gen AI solutions, we offer agility, scalability, and sustainability, making us a partner of choice for numerous renowned healthcare payers, providers, HealthTech companies, and intermediaries.

Our Generative AI Solutions and Accelerators for Healthcare

Explore our range of cutting-edge generative AI solutions and accelerators that are built in alignment with the Coalition Health AI Framework (CHAI), a collaborative and human-centric approach that ensures trustworthy and effective AI integration in healthcare. These solutions are tailored to address the unique challenges that the healthcare industry is facing today, particularly in the post-pandemic era, while adapting seamlessly to the evolving needs of the future.

Automated Medical Code Extraction from EHR Documents

  • OCR-based identification and extraction of Z Code/ICD Code-related information from unstructured EHR documents.
  • Automatic ICD code mapping, with contextual matches presented in a UI.
  • Accurate patient risk scoring and improved medical coding TAT.

Doctor’s Notes and Medical Records Summarization

  • OpenAI-based API to ingest Q&A data directly from the application.
  • Automatic summarization of doctor’s notes and medical records as BIRP notes, SOAP Notes, etc.
  • Analysis of aggregated summaries to identify patterns, trends, and insights.

Intelligent Search Engine for Transparency in Coverage

  • An open-source enterprise data platform/Data Mesh service.
  • Ingestion of large volumes of Machine-Readable File (MRF) data from different Health Plan websites.
  • Gen AI-based Q&A model to contextually query data and meaningful summarization of all query results.

Patient No-Show and Late Show Prediction

  • Appointment scheduling web application with predictive analytics capabilities.
  • Prediction of the probability of patient no-show and late show based on analysis of patient data.
  • Estimation of average waiting times and automatic waitlisting of patients.

Clinical Performance Assessment

  • Modern performance tracking system with advanced clinical analytics capabilities.
  • Real-time monitoring of clinical outcomes.
  • Integration with electronic health records (EHR) for seamless data aggregation and analysis.

AI-driven Framework for Patient Analytics & Intelligence

  • A single view of the patient for integrated care delivery and personalized patient services.
  • AI algorithms for early diagnosis and disease prevention, risk stratification, drug discovery, and fraud detection.
  • Patient-centric and value-based care through strategic insights.

Patient Sentiment Analysis

  • Aspect-based patient sentiment analysis to categorize patient opinions.
  • AI-enabled opinion-mining tools and conversational AI.
  • Quantitative sentiment scores and detailed patient sentiment analysis report.

Hospital Recommender Engines

  • Personalized recommendations based on patient preferences and medical needs.
  • Seamless integration with patient health records.
  • Machine learning algorithms to continuously refine and improve recommendations based on user feedback.

Claims Denial Management

  • AI algorithms to understand top denial patterns and early remediation at the submission stage.
  • Classification of root causes like registration/missing invalid data/services not covered, etc.
  • Denial probability predictions for informed decision-making.

Comorbidity Prediction

  • Early detection of potential comorbidities and real-time risk assessments using advanced data analytics and AI algorithms.
  • Seamless integration with EHR systems for comprehensive and integrated clinical decision-making.
  • Personalized treatment plans and self-health management through ML algorithms and predictive modeling.

Remote Patient Monitoring

  • Continuous tracking of patient health metrics using wearable devices and AI sensors.
  • Real-time alerts and notifications via intelligent apps for proactive and timely intervention.
  • Virtual consultations and follow-ups with healthcare providers via secure telehealth platforms.

AI-driven Contact Center Management

  • Advanced gen AI system to empower call center agents with real-time knowledge for personalized customer journeys during live calls.
  • Customer sentiment analysis techniques to assess vocal patterns, word choices, and conversational context.
  • Knowledge bank of call transcriptions, helping agents learn and improve responses.

Why Choose KANINI?

  • Trustworthy and Responsible AI: Aligned with the CHAI framework, ensuring patient safety and data privacy.
  • Strategic Digital Transformation Roadmap: A tailored path to value-based care and digital transformation aligned to your business vision.
  • Flexible and Scalable Solutions: Customizable AI solutions that adapt to the evolving healthcare challenges and regulations.
  • Seamless Integration: AI solutions that integrate seamlessly with existing EHR systems for optimal efficiency.
  • Patient-centric Outcomes: Empower payers, providers, healthtech companies, and other stakeholders of the healthcare ecosystem to deliver exceptional patient experiences.

Key Differentiators:

  • Consulting-led, Solution-focused Approach.
  • 250+ Digital Transformation Stories, 300+ Certified Cloud Practitioners.
  • Strategic Partnerships with Microsoft Azure, Databricks, Snowflake, ServiceNow, Confluent, etc.
  • Pioneers of Implementing Gen AI Across Various Processes of the Care Delivery Value Chain.
  • HIPAA-compliant Solutions and Accelerators.
  • 50+ Unique Healthcare Workflows Defined and Enhanced.

Explore Our Stories of Customer Success

The healthcare sector generates approximately 30% of the world’s total data volume. Forward-thinking organizations that build capabilities to leverage this large volume of data for critical insights are at the forefront of innovation. Discover how we empower healthcare organizations to accelerate their digital transformation journeys by making their transition to modern technologies seamless and sustainable.
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Ready to leverage next-gen data analytics and Gen AI solutions for operational excellence, regulatory compliance, and improved patient experiences?

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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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