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Snapshot of Apple’s September Keynote

With the action-packed latest keynote stream at the Steve Jobs theatre, Apple unveiled a smorgasbord of innovation. Starting from the top dog, the new series of iPhone range from the 10.2-inch retina display iPad, the Series 5 Apple Watch to Apple arcade and Apple TV+; CEO Tim Cook got the Apple devotees all worked up at the event.

Unleashing the new range of Apple iPhones:

Featured with an ultra-wide triple camera, a super-powerful bionic A13 chipset with focus on Machine learning across the chip; and 4K video capturing with image stabilization at 60fps; Tim Cook introduced the new iPhone and then handed off to Phil Schiller for the walkthrough.

Starting from a price range of $699 and being available in three variants i.e. iPhone 11, iPhone 11 Pro, iPhone 11 Pro Max, Apple’s new launch took the adherents by the big billow. Losing share to local rivals in China seems to be betting that a lower-price point on its iPhone series and improved marketing can help move the needle. 

Now selfie is a word of the past. With 12 MP slo-mo selfie capture at 120 fps or 4K at 60fps Apple gave the Gen Z a new buzz word, “Slofie”. The sleek compact design with a super retina XDR display makes the phone splash-proof, water-resistant and even dust resistant.

As per critics, the iPhone 11 is somewhat an upgraded version of iPhone XR. How badly do you want to save $100, is the biggest question of the hour.

Apple Watch Series 5:

The redesigned, bigger and smarter upgrade with customisable watch faces of the Apple Watch marks the beginning of the end of the war on bezels. The Apple Watch Series 5 marked the return of ceramic and the introduction of titanium.

Health and fitness are always the major focus, with communications being the minor. Apple in its new launch of smartwatch, besides the always-on retina display and compass, added the feature of a complete fitness band. 

Apple iPad:

Creating more hustle and no hassle for the consumers. Apple launches it’s 10.2- inch retina display iPad with A10 fusion power chip for gaming. Powered by an 8MP back camera and a face time HD cam the new Apple iPad, now has a battery life of 10 hours.

Accessorised with a full-size smart keyboard and an Apple pencil makes it suitable for many productivity tasks from school assignments to official presentations; making it a struggle-free option for every situation.  

Apple Arcade and Apple TV+:

Unlike any other game subscription services, the Apple Arcade comes with more than 100 incredibly exciting new sets of games. Designed by the top innovative developers of the world. With unlimited access to all the games, Apple Arcade is priced at a monthly subscription of only $4.99.

Not much to offer for the mass Indian consumers at the moment; Apple TV+ would be an upcoming  American ad-free subscription, video-on-demand web television service.

TV+ will have far less than the deep catalogues offered by Hulu and Netflix. Though priced at $4.99/month, it will be years before Apple TV+ helps the company’s bottom line. 

Apple’s September event was coupled with some hardware tweaks and surprising price drops.

Let us know what grabbed your attention about this year? 
If you missed the other major events of the year read our snapshots of Facebook F8 2019 and Google i/O 2019.

To know us in person, drop a Hi at 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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