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From Pillars to Pixels: Journey of the Digitization of Healthcare in India

In the age of data-driven decision-making, India is carving a distinct path in the healthcare sector. The digitization of healthcare in India is a testament to this transformation, combining technology, policy, and an insatiable will to improve the quality and reach of healthcare services.

Genesis – Where It All Began

The journey of digital healthcare in India began much before the pandemic. The Indian Government’s Digital India initiative, launched in 2015, laid the foundational stone by ensuring digital accessibility and the growth of digital literacy. The intent was clear – to digitize government services, including healthcare, to make them more accessible to India’s large and diverse population.

  • The National Health Policy 2017, emphasized the role of digitization in improving healthcare services and outcomes.
  • In 2018, the government introduced the National Digital Health Blueprint, aiming to create an integrated health information system that benefits all stakeholders.

Catalyst – Role of the Pandemic

The onset of the COVID-19 pandemic served as a catalyst in the acceleration of digital healthcare adoption.

The pandemic underscored the critical need for solutions like Connect2Clinic, offering a virtual platform that bridged the gap between patients and healthcare providers during a global crisis. With 20,000+ verified doctors across 30+ specialties, Connect2Clinic ensured not only uninterrupted healthcare services but also provided safe, reliable, and easy-to-access solutions, maintaining a stellar rating of 4.8+.

Progress – Milestones Achieved

The journey of the Digitization of Healthcare in India has been marked with some notable milestones:

  1. Establishment of Telemedicine Practice Guidelines: In March 2020, the Ministry of Health and Family Welfare released the Telemedicine Practice Guidelines, legitimizing telemedicine in India.
  2. National Digital Health Mission (NDHM): Launched in August 2020, NDHM aims to create a digital health ecosystem where secure and private health records are accessible to all citizens.
  3. Rapid Adoption of E-pharmacies: According to a report by Frost & Sullivan, the Indian e-pharmacy market is expected to reach $3.6 billion by 20223, registering a CAGR of 63%.

This significant progress reflects India’s commitment to leveraging digital means to enhance healthcare services, bringing a promising future for the digitization of healthcare.

Healthcare In India

Game Changers – Prominent Digital Healthcare Initiatives

Amidst the transforming healthcare landscape, several initiatives have played key roles in propelling the Digitization of Healthcare in India.

  • Aarogya Setu: Developed by the National Informatics Centre, the app played a crucial role in COVID-19 contact tracing, with over 200 million downloads till date.
  • eSanjeevani: This telemedicine service, initiated by the Ministry of Health and Family Welfare, facilitated over 9 million consultations till 2023.
  • NDHM’s Health ID: The unique digital health ID, under the NDHM, stores all health-related information of the individual, ensuring seamless access to health records.
  • Private Players: Many private enterprises, including startups, have revolutionized the digital healthcare space. Noteworthy among them is Connect2Clinic, a tele-health solution developed by Mantra Labs for Alkem Labs. It hosts 20,000+ verified doctors across 30+ specialities and has received a stellar rating of 4.8+.

Challenges and the Road Ahead

While the journey so far has been significant, the Digitization of Healthcare in India still faces certain hurdles.

  • Digital Divide: India’s digital divide, especially between urban and rural areas, remains a concern. Ensuring equal access to digital healthcare services is a challenge.
  • Cybersecurity: With increased digitization, data privacy and security become paramount. Robust data protection mechanisms need to be in place.
  • Digital Literacy: Ensuring digital literacy among all users, especially among the older generation, is critical for the success of digital healthcare.

Despite these challenges, the potential for digital healthcare in India is immense. With government initiatives, and innovative solutions like Connect2Clinic, the future of healthcare in India appears increasingly digital. The digital transformation holds promise for improved healthcare access, affordability, and quality, catering to India’s vast population.

Digitization of healthcare in India is not merely a change; it’s a revolution that is transforming how healthcare is perceived, accessed, and delivered. It is a journey towards a future where healthcare is more accessible, affordable, and reliable for every Indian. The digital healthcare movement in India, bolstered by technological innovations, government initiatives, and private sector dynamism, is poised to write a new chapter in the annals of Indian healthcare.

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Smart Manufacturing Dashboards: A Real-Time Guide for Data-Driven Ops

Smart Manufacturing starts with real-time visibility.

Manufacturing companies today generate data by the second through sensors, machines, ERP systems, and MES platforms. But without real-time insights, even the most advanced production lines are essentially flying blind.

Manufacturers are implementing real-time dashboards that serve as control towers for their daily operations, enabling them to shift from reactive to proactive decision-making. These tools are essential to the evolution of Smart Manufacturing, where connected systems, automation, and intelligent analytics come together to drive measurable impact.

Data is available, but what’s missing is timely action.

For many plant leaders and COOs, one challenge persists: operational data is dispersed throughout systems, delayed, or hidden in spreadsheets. And this delay turns into a liability.

Real-time dashboards help uncover critical answers:

  • What caused downtime during last night’s shift?
  • Was there a delay in maintenance response?
  • Did a specific inventory threshold trigger a quality issue?

By converting raw inputs into real-time manufacturing analytics, dashboards make operational intelligence accessible to operators, supervisors, and leadership alike, enabling teams to anticipate problems rather than react to them.

1. Why Static Reports Fall Short

  • Reports often arrive late—after downtime, delays, or defects have occurred.
  • Disconnected data across ERP, MES, and sensors limits cross-functional insights.
  • Static formats lack embedded logic for proactive decision support.

2. What Real-Time Dashboards Enable

Line performance and downtime trends
Track OEE in real time and identify underperforming lines.

Predictive maintenance alerts
Utilize historical and sensor data to identify potential part failures in advance.

Inventory heat maps & reorder thresholds
Anticipate stockouts or overstocks based on dynamic reorder points.

Quality metrics linked to operator actions
Isolate shifts or procedures correlated with spikes in defects or rework.

These insights allow production teams to drive day-to-day operations in line with Smart Manufacturing principles.

3. Dashboards That Drive Action

Role-based dashboards
Dashboards can be configured for machine operators, shift supervisors, and plant managers, each with a tailored view of KPIs.

Embedded alerts and nudges
Real-time prompts, like “Line 4 below efficiency threshold for 15+ minutes,” reduce response times and minimize disruptions.

Cross-functional drill-downs
Teams can identify root causes more quickly because users can move from plant-wide overviews to detailed machine-level data in seconds.

4. What Powers These Dashboards

Data lakehouse integration
Unified access to ERP, MES, IoT sensor, and QA systems—ensuring reliable and timely manufacturing analytics.

ETL pipelines
Real-time data ingestion from high-frequency sources with minimal latency.

Visualization tools
Custom builds using Power BI, or customized solutions designed for frontline usability and operational impact.

Smart Manufacturing in Action: Reducing Market Response Time from 48 Hours to 30 Minutes

Mantra Labs partnered with a North American die-casting manufacturer to unify its operational data into a real-time dashboard. Fragmented data, manual reporting, delayed pricing decisions, and inconsistent data quality hindered operational efficiency and strategic decision-making.

Tech Enablement:

  • Centralized Data Hub with real-time access to critical business insights.
  • Automated report generation with data ingestion and processing.
  • Accurate price modeling with real-time visibility into metal price trends, cost impacts, and customer-specific pricing scenarios. 
  • Proactive market analysis with intuitive Power BI dashboards and reports.

Business Outcomes:

  • Faster response to machine alerts
  • Quality incidents traced to specific operator workflows
  • 4X faster access to insights led to improved inventory optimization.

As this case shows, real-time dashboards are not just operational tools—they’re strategic enablers. 

(Learn More: Powering the Future of Metal Manufacturing with Data Engineering)

Key Takeaways: Smart Manufacturing Dashboards at a Glance

AspectWhat You Should Know
1. Why Static Reports Fall ShortDelayed insights after issues occur
Disconnected systems (ERP, MES, sensors)
No real-time alerts or embedded decision logic
2. What Real-Time Dashboards EnableTrack OEE and downtime in real-time
Predictive maintenance using sensor data
Dynamic inventory heat maps
Quality linked to operators
3. Dashboards That Drive ActionRole-based views (operator to CEO)
Embedded alerts like “Line 4 down for 15+ mins”
Drilldowns from plant-level to machine-level
4. What Powers These DashboardsUnified Data Lakehouse (ERP + IoT + MES)
Real-time ETL pipelines
Power BI or custom dashboards built for frontline usability

Conclusion

Smart Manufacturing dashboards aren’t just analytics tools—they’re productivity engines. Dashboards that deliver real-time insight empower frontline teams to make faster, better decisions—whether it’s adjusting production schedules, triggering preventive maintenance, or responding to inventory fluctuations.

Explore how Mantra Labs can help you unlock operations intelligence that’s actually usable.

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