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Mobile App Development Tools and Trends for 2016

In last few years we have witnessed a revolution in the world of mobile application development for building robust and user friendly apps that enable easy accessibility of products and services.  From online shopping to ordering favorite cuisine, from booking a flight to sharing instant videos, mobile apps play an important role in our daily routine.

Experts predicts that the smartphone users is likely to go beyond 2.15 billion in 2016.

This brings a whole new field of ideas to try and avenues to pursue in order to reach customers, create dialogues and forge relationships with them in a way that makes your app irresistible. So what will 2016 look like for mobile app development? Let’s take a look!

Wearable Device and Internet of Things
2016 will see a surge in applications created for wearable technology. With technology driving the change, customization of mobile applications to integrate with a personalized network of other gadgets, also known as Internet of Things (IOT), is the next big thing.

2016 will be about combining real-time data derived from these integrated devices in order to monitor and extrapolate trends and make predictions. We at Mantra Labs are already designing solutions like Stay Close that provides a complete mobile integration platform with healthcare care sensors that can be worn on bodies to detect daily healthy anomalies and help families stay connected.

“Smarter” is the term that is making smartphones to transform into a center of personalized network that constitutes a variety of wearable gadgets and it includes smart watches, smart displays such as smart jewellery and healthcare sensors that can be worn out on the bodies to detect any kind of sense like “Stay Close” by Mantra Labs. Besides all this technology, in the coming future apparel and footwear will be introduced with various kinds of sensors that will enable to thrive in all the spheres of our daily routine.

Integration with Cloud Technologies
As wearable tech and smart devices will grow, the requirement to sync all devices and apps will become undeniable. Cloud technology will allow designers and developers to shrink the size of their mobile apps and address the key issues of memory and bandwidth.

Platforms like Andriod, PC, iOS, will become more cross-functional. According to Centaur Partners, the cloud-based app market will reach $32.8 billion in 2016, a 19.5 percent compound annual growth.

User Experience Through App Analytics and Big Data
With several thousand app and products being launched every day, consumers are faced with several options to choose from. In order to influence consumer decisions to use the product, businesses today need to provide a holistic brand experience. From initial contact to repeat business, it is important to consider the customer experiences at every single step.

Creating more customer-focused application will be the norm in 2016. Data analytics will play a crucial role in helping business understand the customer experience with the product and improve the user experience. Analytics will be a handy tools for designers and developers in 2016 that will enable them make data driven decisions on their projects.

Swift Programming
Recently, many companies, like Yahoo, Vine, LinkedIn etc., are using Swift programming. While there are several popular programming languages for mobile application development, Swift is  becoming increasingly popular because it is more resilient to erroneous code and also more concise.

Cross-platform Tools
The development of mobile apps using cross-platform tools will increase in 2016. Enterprises have to use a wide range of platforms to keeps their apps working properly. This trend is also supported by the huge amount of mobile devices featuring high level functionalities and perks. Sencha and Corona are some cross-platform tools mobile developers use to do this job properly. Since cross-platform mobile apps will cut down maintenance costs, app developers will be  happy.

Hybrid HTML 5
Hybrid HTML 5 will gain momentum over time. The usage of hybrid HTML 5 will increase due to two factors: time-to-market and favorable economics. In addition, hybrid HTML 5 allows for an improved user experience. Since most enterprise departments will need mobile apps in 2016, there will be tons of pent-up demand.

React Native
React Native enables you to build world-class application experiences on native platforms using a consistent developer experience based on JavaScript and React. The focus of React Native is on developer efficiency across all the platforms. Facebook uses React Native in multiple production apps. With React Native, you can use the standard platform components such as UITabBar on iOS and Drawer on Android. This gives your app a consistent look and feel with the rest of the platform ecosystem, and keeps the quality bar high. These components are easily incorporated into your app using their React component counterparts, such as TabBarIOS and DrawerLayoutAndroid.

As 2016 approaches, one thing is clear. Mobile apps are here to stay. Make sure your business has what it takes to compete in the rapidly growing mobile environment with help from Mantra Labs. Our team of expert app developers can create a custom app that works to better your business and boost your brand.

For further information about Mobile trends in 2016 say Hello to us on hello@mantralabsglobal.com

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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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