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?

Transform Your Healthcare Data into Meaningful Insights

Data modernization efforts, when guided by experts, can address specific data challenges, improve process efficiencies, and help organizations meet their larger business vision. However, very often, 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.

KANINI’s deep technology know-how, combined with the extensive understanding of the healthcare industry, empowers organizations in healthcare to create new benchmarks in innovation. 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 providers, HealthTech companies, and intermediaries.

Unlock the Power of Generative AI for Healthcare

Our Generative AI Solutions and Accelerators for Healthcare

Explore our cutting-edge Gen AI solutions and accelerators — an outcome of our deep understanding of the unique challenges the healthcare industry experiences today, particularly post-pandemic. We ensure our offerings address these specific roadblocks while aligning seamlessly with the evolving needs of the future.

Intelligent 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.

Why Choose KANINI?

What we offer:

  • In-depth evaluation of existing processes and platforms by data experts.
  • Strategic digital transformation roadmap aligned to business vision.
  • Comprehensive planning to deliver Value-based care.
  • Flexible solutions tailored to address evolving healthcare challenges.
  • Seamless integration with existing EHR systems.
  • Empower all 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.

Ready to leverage next-gen data analytics and Gen AI solutions for operational excellence, regulatory compliance, and improved patient experiences?

Words We Love. Testimonials.

What Clients have to say About Us

Case Studies & Articles

Collating the Reflectors of our Industry Expertise

WEBINAR

The Power of Data Analytics & Workflow Automation in Digital Transformation

BLOG

Transforming Contact Centers to Create Exceptional Customer Experiences Using Generative AI

CASE STUDY

AI-Powered Image Analysis for Early Detection of Renal Tumors

EBOOK

Exploring the Potential of AI in Nephrology

CASE STUDY

Integration of Appointment Scheduling Module with EHR