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Here is Everything Apple Announced at WWDC 2016 – Day 4.

Many products were at some point rumored to have a possible connection with WWDC 2016, including the next-generation Apple Watch, MacBook Pro, and Thunderbolt Display. Those that have been following rumors consistently, however, will know that the most of the products were actually in the second half of wwdc 2016. The day 4 didn’t have much for store, so they were beating around the announcements of first day. Mac, Home Kit and Apple Watches continued to be the main attraction of the day 4.

The highlights of day 4 were:

Macs

Prospective buyers were hopeful that Apple would surprise with a new MacBook Pro at WWDC 2016, despite the keynote being billed as a no-hardware affair, but the comapny delivered upon expectations and focused on software announcements only. So, when will the 2016 MacBook Pro be released?

Launched in the second half of 2016. KGI Securities analyst Ming-Chi Kuo said Apple will launch three new MacBook models by year’s end: a thin and light 13-inch MacBook in the June-September quarter, and two thinner and lighter 13-inch and 15-inch MacBook Pro models in the September-December quarter.

Kuo said the 2016 MacBook Pro will feature a thinner and lighter form factor, Touch ID, and a new OLED touch bar positioned above the keyboard. Leaked photos of what appears to be the notebook’s unibody revealed space for the OLED touch panel and four USB-C ports. The new MacBook Pro is also expected to adopt metal injection mold-made hinges, which are reportedly already shipping.

The new MacBook Pro lineup is also expected to feature faster Intel Skylake processors, USB-C ports with Thunderbolt 3, and possibly AMD’s new 400-series Polaris graphics chips for the top-of-the-line model by the year fall. 02-apple-wwdc-2016-mac-os-pip-630
Apple Watch

watchOS 3, which will be available for all Apple Watches in the fall, launches apps and lets you navigate between them more quickly, offers streamlined iOS-like control of settings and quicker watch-face changes, and makes sending and receiving messages easier. In other words, watchOS 3 makes the Apple Watch deliver more on its original promise of at-a-glance utility.

The most obvious improvement is that your frequently used apps—both Apple’s own and third-party—can update themselves in the background, launch with hardly any delay, and show updated information right away. Launch delay is probably the most common complaint about the Apple Watch, and the improvements (at least as shown in Apple’s demonstration) are significant. Switching between watch faces is now a left-to-right swipe instead of a force-touch and scroll, so you can quickly switch between, say, a health-focused Activity ring face and more traditional dials. Apple has added gestural text entry, so you can more easily send or respond to messages from the Watch face. A new Dock of recently used apps replaces the dial-a-friend spinner in the current watchOS, and a swipe-from-the-bottom Control Center (along the lines of the one in iOS) looks to be much more useful—and more usable—than finding the Settings app. Fitness tracking has become more inclusive with the addition of profiles that, among other things, recognize wheelchair users (one of many straightforward usability improvements that caught our eye).

Also announced was a new SOS feature that lets you call 911 (or corresponding international emergency services) with a press of the Watch’s side button, so long as you’re connected to LTE or Wi-Fi via a mobile device. The SOS function sends your location and shares basic medical information you’ve chosen to store on your phone. It isn’t a flashy innovation, but it is a smart use of the technology at hand.

10-apple-wwdc-2016-watchos-control-center-630

HomeKit

HomeKit, Apple’s system for integrating smart-home devices without the use of a hub, receives an important upgrade in iOS 10 in the form of an official app called Home. Prior to the Home app, users of HomeKit-compatible devices could integrate their products’ features in third-party apps, with different levels of success and support. Now, with an Apple-designed app, you should experience better and more-uniform support of device features. The Home app allows you to access all your HomeKit devices, including smart door locks, doorbell cameras, smart plugs, light switches, and more (Apple claims nearly 100 different products), from one place, rather than opening all the individual apps for those devices.In addition to device control, you’ll be able to create and access scenes, such as “Good Morning” or “Good Night,” from within the app. You can trigger the scenes either by tapping the scene button in the app or by using your voice via Siri. For example, a “Good Morning” scene can turn on your lights, adjust your thermostat, and start your coffee. A “Good Night” scene could turn off all your home’s lights and lock the front door. Apple has made it easier to get to your smart-home devices by adding Home to the phone’s Control Center. The Home app also puts your device notifications, including video from security cameras, in the Notifications Center from the lock screen.

Though HomeKit is technically hubless, if you have an Apple TV, you can use it as a gateway for remote access to your HomeKit devices when you’re away from home.

The Home app will be available on both the iPhone and iPad, and it will also be supported by the Apple Watch (which reps described as being able to function as a whole-home remote).09-apple-wwdc-2016-homekit-630

Day 4 was going slow in the beginning but these announcements made it exciting. The 5th day expectations are high as it is closing day of WWDC 2016. For updates of 5th day stay with Mantra Labs.

If any queries approach 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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