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Android Instant Apps: Changing the App development Landscape

Google announces some pretty interesting things at its I/O conference every year. Android Instant Apps is one of the things that really got my attention as it is compatible not only with the upcoming Android N but also with older versions of the popular mobile operating system.

Instant Apps were first introduced at Google’s I/O developer conference 2016. The technology had only been available to select developers until their Google I/O 2017 conference where Company announced that all developers can now build Instant Apps.

But what is Android Instant Apps? This is a feature that will pull bits of Android apps that are published on Google’s Play Store straight to your Android device when you need some functionality that is available in one of those titles.

  • For instance, as Google demoed, if a friend sends you a link to a BuzzFeed video and you tap on it, Android Instant Apps makes it possible for your device to pull just the part that it needs from the corresponding app to display the video but without actually downloading the whole app on your handset.
  • Another example that Google showed at I/O, say that you want to pay for parking but you do not have the time to download an app that lets you do that. Android Instant Apps uses your handset’s NFC chip to get the necessary functionality from a compatible app to let you pay on the spot, and with Android Pay support nonetheless.Screen-Shot-2016-05-18-at-2.45.18-PM-800x447(1)

Instant Apps blurs the line between websites and apps you need to download, potentially shaking up the mobile Web experience. By offering a sliver of an experience of an app, it could also encourage people to download programs they might have skipped

Android Instant Apps makes your device much more useful and powerful. Normally, when you tap on a link, you are looking at a page opening in your favorite browser, which, depending on how optimized it is for use on a mobile device. You do not need to have all the features that an app can offer all the time, but there are times when you want to do more things or do them differently and this is where Android Instant Apps makes a big difference.

Those are just two examples though (there are three more below), and you can see a wider range of benefits to Android Instant Apps as more developers add support for it. As you know it can take a while before such features get traction, but this time round there’s a very big incentive in implementing it, if you do not count Google’s claim that it may take about a day to get this done. Android Instant Apps is compatible with Android versions as old as Jelly Bean.

Google has not specified which Jelly Been iteration is the oldest supported, but even if we are looking at the last one, which came out in 2013, there are still three current major Android distributions that Android Instant Apps works with.

The company is working with Disney on an Instant App version of its Disneyland app for checking wait times on rides. Other partners include blogging platform Medium, apartment rental service Zumper, a Buzzfeed food recipe app and yes, B&H Photo.ig(1)

The technology behind Instant Apps is actually pretty simple, according to Kirkpatrick. As long as an app developer can break their app into modular chunks roughly a few megabytes each, Google can quickly download just the right chunk of the app to a phone and run it as if it were already installed. Apps can prompt the user for permission to share their location, fire up the phone’s camera, or use saved account information to log in.

It doesn’t even require the latest version of Android: Instant Apps will work with versions as old as Android Jelly Bean.

Let’s keep an eye on their developers conference this year, we will surely keep you updated.

Meanwhile, In case, you have any queries on Android Instant Apps, feel free to approach us on hello@mantralabsglobal.com, our developers are here to clear confusions and it might be a good choice based on your business and technical needs.

Check out these articles to catch the latest trends in mobile apps:

  1. 7 Important Points To Consider Before Developing A Mobile App
  2. The Clash of Clans: Kotlin Vs. Flutter
  3. Google for India September event 2019 key highlights
  4. Learn Ionic Framework From Scratch in Less Than 15 Minutes!
  5. AI in Mobile Development
  6. 10 Reasons to Learn Swift Programming Language
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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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