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An Overview of Education Technology in India

Worldwide, the education and training industries spend over $4 trillion annually. Out of this, 85% of the expenditure accounts for delivery costs – i.e. the cost of building and infrastructure, teaching staff, etc. In India, the Union Budget 2018 allocated Rs 85,010 crore ($1.2 billion) for education. Despite this expenditure, the current education system is unable to deliver adequate skills to make students job-ready for the industry 4.0 era. Education technology (EdTech) bridges the gap between delivering education and making learning effective. Let’s look at how Education Technology in India can reform learning?

Education Technology: Skills that will be required in Future

Why EdTech?

The 2016 Trading Economics data reveal – 44.85 million people are unemployed in India; despite there being more than 1.6 million schools and 38 thousand colleges. This illustrates a gap in the existing education system and learning resources.

Although the expenditure on education is rising, educational performance is still weak. Cost-effectively improving the quality of education is the need of the hour. And ed-tech is an opportunity for upscaling ‘education’ at the global level.

EdTech is not just redesigning the textbooks in a digital format. The role of education technology also lies in developing applications in incorporating new learning architectures. Apart from revamping the learning architecture, cloud-based EdTech platforms can make learning material accessible to students anytime.

What Makes SaaS-based EdTech Effective?

Education technology encompasses several domains like reading materials, computer-based training, e-learning, and m-learning (learning through computer or mobile), teacher training, curriculum management, and back-office management. People also consider EdTech as Education Management Information System (EMIS). The following are the salient features of the Education Technology platform.

Scalability

In India, the classroom standards in the government-funded schools define the pupil to teacher ratio (PTR) in upper primary classes as 35:1. That is, a typical classroom should not accommodate more than 35 students. It is one of the reasons that many students do not get admission in good schools.

The SaaS-based Education Technology can make courses and learning material available to the students irrespective of their geographical location. EdTech platforms are easy-to-use and don’t require any preliminary training to use the software.

Engaging Learning Platform

To motivate students to learn without fear of grades and punishment is a daunting task. Unless the learning material is engaging, chances for its success is less. EdTech solves this challenge by deploying technology like virtual reality, gamification, and discussions on its platform. To bring the best of education, some education technology platforms also incorporate open learning models or open license content standards.

For example, EkStep – a non-profit initiative has created a collaborative platform to bring equal learning opportunities to every child, especially in rural India. It is an open platform where facilitators can join and create interactive courses for learners.

Education Management

An academic institute requires faculties, infrastructure, and efficient management for its smooth functioning. Technology in education is also making school management easy.

For example, Kreedo – an EdTech startup provides SaaS-based school and learning management system. It helps preschools with curriculum, teachers training, teaching material, child assessment, and other school administration tasks.

Faculty Training

Normally, teaching experience and educational qualifications are the only criteria for faculty recruitment in India. That’s why often faculties lack the skill to convey their knowledge to pupils effectively.

EdTech startups like flipClass track teachers’ performance and advise them on their technology platform. This application provides two types of feedback to faculties at the child’s level and concept level. It also assesses teaching against benchmarks.

Accessibility in Regional Languages

KPMG reports- video content will cover 80% of the global internet consumption. In India, consumers spend 50-60% of their average time on Hindi videos, 35-43% on regional videos, and only about 7% on English videos. Moreover, India homes 22 major languages and 13 different scripts.

To enhance conceptual understanding, materials available in learners’ comfortable language is a bonus. Language translations and curriculum in regional language are the additional benefits of education technology.

What’s the Future of Education Technology in India?

With over 3,500 startups, Education Technology in India is expected to reach $1.96 Bn by 2021.

While tier-1 cities boast of quality classroom education, tier-2 and tier-3 cities suffer a setback due to lack of resources. Ed-Tech can make quality learning accessible to rural regions. It can also help with teachers’ skill development, classroom infrastructure, and school management.

EdTech will make more use of technologies like Augmented Reality (AR), Virtual Reality (VR), Blockchain and STEM (Science Technology Engineering Math) Labs to design interactive learning interfaces.

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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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