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Building an Edtech Startup: Essential Tech Capabilities

The 21st century has seen a sweeping transformation in the education sector, driven primarily by technology. While established companies are leveraging legacy modernization strategies to upgrade their existing systems and meet the current user expectations, startups are harnessing innovative technologies to deliver an enhanced customer experience to their users. As per HolonIQ, the global edtech market, valued at about $227 billion in 2020, is predicted to burgeon to a whopping $404 billion by 2025. Such staggering growth signifies not just a shift in education dynamics but also burgeoning opportunities for innovators and entrepreneurs aiming to redefine learning.

What is an Edtech Company?

An edtech, or educational technology company, stands at the intersection of education and technology. It harnesses the power of modern tech to enhance, streamline, and democratize the educational experience. Be it primary schooling, tertiary education, or corporate training, ed-tech solutions have permeated every segment, making learning more accessible, interactive, and efficient.

Laying the Groundwork: Setting Up an Edtech Platform

Creating an ed-tech platform is akin to building a vast ecosystem where each component has a unique role. Let’s delve deeper into some of these fundamental steps:

Learning Portal Development

The heart of an ed-tech startup is its learning portal, the digital space where knowledge is disseminated. A well-designed portal is intuitive, user-friendly, and adaptive.

  • How it Works: Think of this portal as a digital school. Just as a school has classrooms, a library, and a playground, the portal offers courses, resources, forums, and interactive tools.
  • Features: Key features may include a dashboard, course listings, progress trackers, and communication tools. More advanced platforms may integrate AI-driven recommendations, VR classrooms, or AR-based tools.
  • Examples & Tech Used: Platforms like Coursera and Udemy are stellar examples. They leverage tech stacks that include React for frontend development, Node.js for backend processes, and cloud services like AWS or Azure for scalability and data storage.
  • Optimizations: The portal must be optimized for various devices, ensuring seamless access on PCs, tablets, and smartphones. Speed optimization is crucial, as slow-loading pages can deter users.
  • Challenges & Solutions: One major challenge is ensuring data security, especially with increasing cyber threats. Solutions include robust encryption, two-factor authentication, and regular security audits.

Course Creation and Curation

Content is king in the edtech realm. However, creating high-quality, engaging, and diverse content is a herculean task.

  • Nature of Content: Courses can range from video lectures and eBooks to interactive quizzes and hands-on projects.
  • Tech Involved: AI plays a pivotal role here. For instance, AI-driven tools can help in content personalization, while software like Adobe Premiere Pro or Final Cut Pro is essential for video editing. For interactive content, tools like Articulate Storyline or Adobe Captivate are popular choices.
  • Examples: Khan Academy is renowned for its vast array of video content. They use a mix of animation software and e-learning authoring tools to create engaging lessons.
  • Challenges & Solutions: Ensuring content remains updated and relevant is a challenge. AI can assist by analyzing user feedback and performance metrics to highlight areas needing revision.

Management Systems

Behind the scenes of any edtech platform is a sophisticated management system that ensures smooth operations.

  • Functionality: This involves everything from user registration and course enrollment to payment processing and data analytics. It’s the administrative backbone of the platform.
  • Tech Involved: Enterprise Resource Planning (ERP) systems are commonly used. Platforms like SAP or Oracle offer comprehensive solutions. For more edtech-specific needs, Learning Management Systems (LMS) like Blackboard or Canvas are prevalent.
  • Challenges & Solutions: Integration can be challenging, especially when incorporating third-party tools or platforms. Using APIs and ensuring they’re updated can help alleviate integration issues.

For startups dreaming of launching the next big edtech platform, having the right tech partner is crucial. With rich experience in developing tech solutions across sectors, Mantra Labs can be the architect of your edtech vision. From designing intuitive UI/UX to integrating cutting-edge tech tools, Mantra Labs offers end-to-end support, ensuring your edtech platform isn’t just another website but an immersive learning experience.

Edtech Platforms

One such exemplary platform is “Mindspark” by Educational Initiatives (Ei) India, a testament to how technology can be leveraged to create a transformative learning experience. Let’s break down this success story:

Mindspark isn’t just an online learning platform; it’s an “adaptive self-learning platform.” This distinction means that the platform doesn’t just deliver content but adapts it according to the learner’s requirements. It ensures that a student weak in algebra but strong in geometry isn’t forced through the same learning path as others.

Mantra Labs, with its technological expertise, played a pivotal role in bringing this vision to life. Here’s a deep dive into the tech stack:

  • Backend Development with PHP
  • Frontend Development with Angular 7
  • Mobile Application with React Native
  • Database Management with MySQL

Key Features

  • Adaptive Learning Paths: As students interact with the platform, Mindspark adapts, offering customized challenges and resources.
  • Cross-Platform Availability: Whether on a laptop, tablet, or smartphone, Mindspark ensures learners can access content anywhere, anytime.
  • Real-Time Feedback: Instant feedback helps students understand their mistakes and rectify them immediately, promoting active learning.

Outcome

Mindspark, with its potent combination of educational insights and cutting-edge tech, has set a new standard in the edtech arena. Its success underscores the importance of a tailored learning approach and the role technology plays in achieving it.

The edtech landscape is brimming with potential. With the right idea, the right tech capabilities, and the right partner in Mantra Labs, transforming the world of education is not just a possibility but a palpable reality. As the lines between traditional and digital education blur, now is the time to ride the edtech wave and make a lasting impact.

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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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