Data & AI for Healthcare

Transform patient outcomes, optimize clinical operations, and deliver actionable insights to revolutionize care delivery through Data & AI solutions.

Benefits of AI Across Healthcare

Revolutionizing Care Through AI & Data-Driven Solutions

Improved Patient Outcomes

AI-guided risk stratification and early warning systems help clinicians intervene before complications arise.

Operational Efficiency

Automate administrative workflows, reduce manual charting, and free up staff to focus on patient care.

Predictive Analytics

Forecast patient volumes, readmission risks, and resource shortages to drive proactive planning.

Enhanced Diagnostics

Computer-vision models detect anomalies in medical imaging with speed and precision.

Personalized Treatment

Machine learning–powered treatment recommendations tailor care plans to individual patient profiles.

Regulatory Compliance & Security

NLP-based documentation assistants ensure accurate coding, billing, and adherence to evolving regulations.

Our AI Capabilities Across the Healthcare Value Chain

Illustrative projects mapped to six core healthcare functions and four AI disciplines.

Styled Table
Function Machine Learning Computer Vision Agentic AI Natural Language Processing
Diagnostics & Laboratory Transforming Pathogen Detection in Diagnostic Labs (GenAI-driven anomaly scoring) Automated Radiology & Pathology Slide Analysis for a leading lab Cloud Data Engineering for an Innovative Diagnostic Product Automated Extraction & Classification of Collective Agreements (CA)
Medical Records Digitization Digitizing of Medical Records using AI-based Models Visual Inventory Audits repurposed for document quality checks GenAI Data Co-pilot: Streamlining Data Access Standardizing Technical Documents using GenAI
Clinical Documentation Automated Technical Document Authoring Tool (STE-compliant) Video-based Fall & PPE Detection Agents in clinical wards LLM-Powered Document Co-pilot for European Confectionery Giant (adapted to EHR) Chat Persona for Engaging Conversations and EHR Q&A
Patient Engagement & Support Hyper-Personalized Marketing Drive using GenAI (outreach & adherence) Contextual Ad Placement for Health Education Videos Secure Backend Engine to Autonomously Generate SOAP Notes Conversational AI for Appointment Booking & Follow-Ups
Resource Forecasting & Supply Multivariate Time Series Analysis to Forecast Order Volume (medical supplies) CV based Inventory Monitoring Systems in hospital pharmacies Autonomous Reordering Agents for Pharmaceuticals Procurement Contract Analysis (extract SLA, cost terms)
R&D & Innovation Startup Pitch Evaluation using GenAI (ideation feedback for biotech ventures) High-Throughput Screening Image Analysis in drug discovery Personalized Virtual Interview Prep Tool for Clinical Hiring AI-Generated Persona for Conversational Simulations in Patient Trials

Proven Business Impact

20%

Reduction in 30-day readmission rates

30%

Faster diagnostic turnaround times

40%

improvement in clinician productivity

3X

ROI on AI & data analytics investments

Identify The Right AI Use Cases for Your Manufacturing Business

Fire & Smoke Detection Systems detect smoke or fire early using sensors to trigger alarms and safety measures.
AI ensures compliance with safety protocols by monitoring environmental and operational conditions
BOM Extraction Extract Bill of Materials (BoM) from CAD models to streamline production planning
AI generates optimized design alternatives based on input parameters, reducing material usage and improving performance.
Generative AI-based system allows users to interact with their data through conversational interfaces.
Use computer vision to identify defects in packaging and other visual quality issues.
Predict machine failures by analyzing historical performance data, minimizing unexpected downtime, ensuring consistent production quality.
Enhance product development by simulating and analyzing product performance, leading to fewer defects
AI ensures compliance with safety protocols by monitoring environmental and operational conditions
Use data analysis to identify potential safety hazards and enhance worker safety measures on the shop floor.
Create a digital replica of physical assets to monitor performance, predict failures, and optimize operations.
Analyze and optimize employee workflows and movement to improve productivity and reduce inefficiencies.
Analyze real-time data from CNC machines to optimize parameters and improve production efficiency
Optimize production schedules by simulating millions of scenarios, improving throughput and reducing costs
Accelerate data screening and enhances engineering productivity by creating dynamic knowledge graphs
Optimize product designs by analyzing BoM and previous project data to reduce engineering hours and accelerate time-to-market.
Identify and resolve product issues by analyzing comprehensive datasets, improving problem resolution speed
AI analyzes real-time CNC data to adjust feed rates, spindle speeds, and tool paths, optimizing performance, reducing waste, and boosting throughput.

Success Stories

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Improving Patient Outcomes with Gen AI-Assisted Healthcare

Gen AI helped a healthcare provider auto-generate SOAP (Subjective, Objective, Assessment, Plan) notes from doctor-patient conversations...
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Data Platform Modernization for a UK Pharmaceutical

We modernized a UK pharma company’s data ecosystem using Microsoft Fabric, spanning sales, finance, and supply chain domains.

Our Technology Partners

Featured Thought Leadership

Podcast with Industry Leaders

Nick Wojdyla

Dr. Prith Banerjee

Rohit Bhagwat

Our AI & Data Services for Manufacturing

Smart Factory Transformation

Implement comprehensive Industry 4.0 solutions that connect, automate, and optimize your entire production ecosystem.

  • IoT sensor integration & analytics
  • Predictive maintenance systems
  • Machine learning for process optimization
  • Real-time production monitoring

Quality Intelligence

Leverage AI-powered vision systems and advanced analytics to detect defects, identify root causes, and continuously improve product quality.

  • Computer vision quality inspection
  • Anomaly detection algorithms
  • Statistical process control automation
  • Root cause analysis tools

Supply Chain Intelligence

Gain end-to-end visibility and actionable insights across your supply chain to improve resilience, reduce costs, and enhance customer satisfaction.

  • Demand forecasting & inventory optimization
  • Supplier risk assessment & monitoring
  • Logistics visibility & optimization
  • Blockchain for traceability

Success Stories

Outeliner-detection
Global Automotive Components Manufacturer


Challenge:
 Reduce quality defects and associated costs while maintaining high production throughput.

Solution:  Implemented AI-powered vision system integrated with real-time analytics platform to detect and predict quality issues.

Results:

  • 83% reduction in quality escapes to customers
  • 65% decrease in quality-related costs
  • 12% improvement in overall equipment effectiveness (OEE)
  • Annual savings of $4.2 million across multiple production lines 
Ai
Leading Consumer Goods Producer

 

Challenge: Reduce quality defects and associated costs while maintaining high production throughput.

Solution:  Implemented AI-powered vision system integrated with real-time analytics platform to detect and predict quality issues.

Results:

  • 83% reduction in quality escapes to customers
  • 65% decrease in quality-related costs
  • 12% improvement in overall equipment effectiveness (OEE)
  • Annual savings of $4.2 million across multiple production lines 

Event host

Konverge.AI

Prateek Chandrayan
Co-founder & CEO

Event Agenda

4:00 PM – 4:15 PM | Introduction

Opening remarks by Robert

4:15 PM – 4:45 PM | Keynote Session

Topic: The Future of AI in Medical Device Manufacturing, Speaker- {Guest Speaker}

4:45 PM – 5:15 PM | Panel Discussion

Topic: Advancing AI in Manufacturing: Transforming Processes and Workflows

5:15 PM – 5:45 PM | Case Studies on AI in Medical Devices

Success stories and transformative AI applications in medical device manufacturing showcase.

5:45 PM – 7:00 PM | Social Hours & Dinner

Wrap up the evening with Food & Beverages, building meaningful connections and collaborations.

Discussion Topics

Scaling AI Initiatives in Manufacturing

    • Discussion on the journey from POCs to full AI project
    • Infrastructure Planning for AI
    • Best Practices for AI in Manufacturing
    • Costs and Scope of Optimization in AI
    • Overcoming Common Roadblocks in AI Implementations

 

Democratizing AI in Manufacturing

    • Strategies to foster AI adoption across all levels of the organization.
    • Real-world examples of AI applications in manufacturing processes.

Maintenance of AI Systems

    • Ensuring the longevity and efficiency of AI solutions.
    • Continuous monitoring, support, and iterative improvements.

Ethics, Observability, and Responsible AI

    • Discussion on ethical considerations and responsible AI practices.
    • Tools and frameworks for AI observability and transparency.

Future-Ready AI in Manufacturing

    • Talent and Skill Management for AI
    • Foundational knowledge required for AI POCs success
    • Emerging trends and future directions of AI in the industry.

Our Approach

Assessment

Comprehensive evaluation of manufacturing processes, data infrastructure, and improvement opportunities

Blueprint

Tailored AI & data roadmap aligned with your business objectives and capabilities

Assessment

Comprehensive evaluation of manufacturing processes, data infrastructure, and improvement opportunities

Assessment

Comprehensive evaluation of manufacturing processes, data infrastructure, and improvement opportunities

Assessment

Comprehensive evaluation of manufacturing processes, data infrastructure, and improvement opportunities

Book an AI Strategy Session

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Featured Insights

White Paper: The Smart Factory of the Future

Explore how AI, IoT, and advanced analytics are transforming manufacturing operations and creating new opportunities for efficiency, quality, and innovation.

Industry Report: Predictive Maintenance - Beyond the Hype

Discover practical implementations of predictive maintenance technologies and how they’re delivering measurable ROI across diverse manufacturing sectors.

White Paper: The Smart Factory of the Future

Explore how AI, IoT, and advanced analytics are transforming manufacturing operations and creating new opportunities for efficiency, quality, and innovation.

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