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Case Studies

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The Karnataka government harnesses data engineering for efficient COVID-19 patient care

The Karnataka government harnesses data engineering for efficient COVID-19 patient care

The Karnataka government harnesses data engineering for efficient COVID-19 patient care

How automation drove better patient outcomes in COVID-19 response

How automation drove better patient outcomes in COVID-19 response

Seamless data integration

Rapid outreach

Real-time support

Automation efficiency

The challenge

Key barriers to COVID-19 healthcare efficiency

The Government of Karnataka (GoK) faced significant challenges in delivering timely and effective care to COVID-19 patients. With cases rising rapidly, existing manual processes for managing patient data were inefficient, leading to delays in care delivery. The need for a centralized, automated platform became evident to streamline data integration, ensure faster response times, and optimize patient outcomes.

Key challenges

  • Slowed critical response times

  • Fragmented records delayed decisions

  • Slowed test results and care instructions

  • Hindered testing and hospital admissions

  • Needed seamless multi-agency collaboration

  • Efficient bed and ambulance assignment was crucial

The solution

How data automation transformed COVID-19 patient management

Data automation and integration

Automates hourly COVID+ case processing

Maintains a single, accurate ‘Golden Record’

Connects multiple healthcare platforms

Efficient patient management

Publishes COVID+ cases in 10 minutes

Streamlines bed & ambulance assignments

Supports contact tracing & quarantine monitoring

Implementation approach

1

Automated case processing

  • Integrates COVID+ cases from ICMR

  • Categorizes patients by location

  • Assigns tracking IDs and jurisdiction info

2

Care coordination and hospital management

  • Speeds up war room response

  • Updates records based on patient needs

  • Tracks admissions and care outcomes

3

Data-driven decision making

  • Powers contact tracing and quarantine watch

  • Provides real-time insights via Power BI

  • Helps refine strategies to reduce fatalities

The impact

Streamlining healthcare through smart data management

Efficient data management

  • Automates COVID+ patient records

  • Creates a single ‘Golden Record’

  • Reduces human dependency

Faster patient care

  • Alerts patients via SMS & calls

  • Supports thousands of field teams

  • Ensures timely care

Stronger government response

  • Enables rapid intervention

  • Optimizes resource allocation

  • Eliminates data bottlenecks

Looking ahead

Enhanced data intelligence

  • Leverage AI & analytics for predictive patient care.

Scalable healthcare solutions

  • Expand the platform for broader public health use.

Strengthened crisis response

  • Improve real-time coordination for future emergencies.

Testimonials

The integrated technology platform set-up by Fractal has enabled measures which are patient-facing, hospital-facing, and public-health facing, namely: • Conserving limited higher-order hospital facilities for patients with medical complications and risks; • Informing testing efforts for getting focussed on high-risk contacts, including family members. The platform, with the integration of eight diverse systems in a near automated manner, has facilitated “at scale” implementation of the above measures to facilitate faster opening up of the economy in an assured manner while managing fallouts of the pandemic. The support from Fractal for the pandemic management has evolved to the current comprehensive level over the past five months, starting from analytical insights into the data to support the formulation of appropriate strategies and action plans by the government, followed by data processing for operational support for public health measures such as quarantine watch, and finally to setting up of the integrated platform connecting the eight diverse systems1. The platform entails APIs across the systems, cleaning up of the data to usable formats, validations to ensure consistency, and incremental build-up of the golden record for each patient. This has been a unique partnership between the Government of Karnataka and the IT industry in Bangalore under the aegis of NASSCOM.

Ajay Seth, MD BMRCL and Chairman, State Disease Surveillance Team