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The Rise of AgriTech Ecosystem in India

Agriculture has always been at the heart of the Indian economy. The bulk of the population is still dependent on agricultural activity to meet their basic needs. Even though there has been a digital boost amongst the farmer community present in the market, agricultural productivity is still low. Also, the proportion of agricultural employees in India is anticipated to fall to 25.7% by 2050. Furthermore, with high labor costs, a shortage of skilled workforce, and food security among the primary issues impeding agricultural output, farmers require a technological boost to match the rising demand. 

Where other businesses are facing a funding winter amidst this economic crisis, the agritech market is anticipated to increase at a CAGR of almost 50%, hitting a $34 billion market by 2027 over the next five years, reveals a new report by Avendus Capital. This will only lead to the rise of agritech ecosystem in India. Here are the 3 major trends dominating the industry:

  1. Increased investments in Agri-tech: An EY report states that the Indian agritech market potential is expected to be around US$ 24 billion by 2025 According to Entrackr, between January 2020 and June 2022, about 100 agritech startups raised nearly $1.33 billion across 139 deals.
Agritech startup funding Y-O-Y growth
Agri startup funding
  1. Boost in Digital Literacy in Tier 2 & Tier 3 cities: In the last 5 years, smartphone penetration has soared by 150%, reaching 50% of rural households. This has helped to democratize the knowledge that can be used for agricultural management. Short-form video consumption has driven social media usage in rural India. The apps like MX Player, Snapchat, and Moj are ranked #2, #4, and #6 in terms of app downloads in India, respectively, according to Digital India 2022 (DataReportal).
  1. Farming-as-a-Service: Given the uncertainty around commodity prices and marketing, FaaS has been a lifesaver for marginal farmers and farm owners looking to cut fixed expenses and lower the need for collateral. As the cost of using a machine is split across multiple entities, they can rent rather than buy making it more affordable and accessible.

Indian agribusiness is surely getting a makeover and the focus is more on creating a better mobile experience for farmers by arming them with smart devices and digital tools to create a smooth mobile experience. The number of Agri-based Mobile applications has also shot up at a much faster rate. Industry behemoths have already ventured into the field to fill the existing gap in the market. Let’s look at some of the popular agri-based applications: 

  1. ITC MAARS: FMCG conglomerate ITC launched a super app– ITC MAARS (Meta Market for Advanced Agricultural Rural Services) to boost farmers’ income and efficient procurement of Agri products by providing agricultural and related services to farmers on a digital platform. The phygital ecosystem gives farmers AI/ML-driven value-added personalized and hyperlocal crop advisories. 

Features:  

  • A crop calendar for scientific planning of crop cycles, 
  • A ‘‘crop doctor’’ function for real-time resolution of infestation, 
  • Access to good quality inputs and market linkages, 
  • Real-time soil testing, and precision farming among others. 

It will also onboard financial partners to provide loans and sell insurance. The app will allow the farmer to check the prices of the products in the nearest mandi and the option to sell them to ITC.

  1. Kisan AgriDoctor: AgroStar
Popular agri-based applications: Kisan AgriDoctor: AgroStar

A one-stop shop for all farmer needs, Kisan AgriDoctor has over 5 Lakh farmers on its Kisan agricultural Helpline app, which also happens to be the highest-rated farming-focused app in India.

  1. Samaadhan FaaS: EM3 AgriServices
popular agri-based applications: Samaadhan FaaS: EM3 AgriServices

Centered on providing technology and mechanization to the farming community on a Pay-for-Use basis to increase agricultural output.

  • Through a network of farm hubs, the app provides a platform that enables technology to reach the farmer and the farm (Samadhan Kendras)
  • Each unit is outfitted to handle a full range of fundamental and precision agricultural activities across the entire crop production cycle and is administered by IT-enabled technologies.
  1. GrainBank: Ergos 
popular agri-based applications

A technological platform that lets farmers transform their grains into tradable digital assets, get loans against those assets through associate NBFCs and Banks, and get better prices for their output.

The Way Forward: 

Attracting farmers to the mix through a knowledge management portal and using it to engage with them has become an absolute necessity now. This platform could be a marketplace, a movie theatre, a medical device, or an upskilling venture in the hands of the group. It is a data mine of valuable information, providing insights into the behavior of one of the largest occupational sectors of the country. The other means could be a  transparent ecosystem along with a mobile app with a smart interface that would help in making farmers’ journeys more transparent, trackable, and real-time in action. 

Additionally, government initiatives such as an exclusive super app for farmers would educate them on post-harvest concerns including marketing, crop cultivation, and technology. It will also facilitate direct communication between farmers and the scientific community offering limitless possibilities and dramatically improving the experience for farmers, consumers, and organizations. Further, the recently announced agriculture-focused accelerator fund in the Budget 2023 would significantly strengthen the agritech ecosystem.

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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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