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Facebook F8 Takeaways – The Future is Private

F8, what was an 8- hour hackathon is now Facebook’s annual 2-day conference for developers, creators and entrepreneurs all around the world.

Conducted in McEnergy Convention Center in San Jose, CEO Mark Zuckerberg stressed his vision of building a privacy-focused social platform “as a product”  as he debuted the newest version of the company’s core app.

Digital Equivalent of a Living Room:

With the expansion of the digital world, Privacy fills the vacuum with a unique sense of purpose — giving us the power to be ourselves. F8 spent much time discussing privacy upgrades and improvements to social impact from the client side. The problem area of concern being security, algorithm fairness, privacy, misinformation, inclusion safety and care, accessibility, election integrity and content policy.

“For the last 15 years or so, we have focused on building Facebook and Instagram into the digital equivalent of town squares. But I believe that the future is private and over time, a private social platform will be even more important in our lives than digital town squares. So today, we’re going to start talking about what this could look like as a product”, said Zuckerberg which worked to set the tone for the rest of the conference. The core techs being implemented to resolve the problem area for every product team are computer vision, natural language processing, encryption, data framework, speech recognition, text-to-speech, liability tools, AI infrastructure, OCR and embedding.

Zuckerberg aims to change their business trajectory to win back the trust of the users by focusing their vision on 6 privacy principles for every one of their digital platforms.

  • Private Interactions
  • Encryption
  • Reduced Permanence
  • Safety
  • Interoperability
  • Secure data storage

“This isn’t just about building features,” Zuckerberg said. “We need to change a lot of ways we run this company.”

Privacy First Approach:

Facebook:
Initially designed as an alternative to the then social-media-champion, MySpace; Facebook’s design, flexibility and the key focus on amplifying social connections and distribution of public information, rocketed to become the social media sovereign within a span of 5 years.

In early 2018, plagued by public data breaches and scandals, the social media giant was under heavy scrutiny for its management of user data. Zuckerberg didn’t dodge the issue at F8.
“I know we don’t have the strongest reputation on privacy right now, but I’m committed to doing this well and starting a new chapter for our products.” He meant it as a joke that wasn’t.
Instead of what Facebook is, F8 was about what Facebook wants to be.

The first thing to have been rolled out in the conference is FB5 with its big redesign making it lighter, faster and cleaner.De-emphasising its news feed and prioritizing groups and events. “Friends” are  no longer the centre of the experience. With the launch focus has been made to build a community and make “communities as central as friends”.

Messenger:
The Facebook Messenger also got an overhaul for its upcoming LightSpeed with a rebuilt architecture making it 2x faster, 7x smaller, simpler, more reliable and more secure. With the last year messenger launch M4, it was the first step towards the vision.
“People’s communication styles are migrating toward messaging way faster than anyone thought,” said Stan Chudnovsky, head of Messenger. “And people want to communicate with businesses the same way.” With messages being end-to-end encrypted, the messenger is now the fastest and most secure messaging platform.
For business, an automated system has been created that allows customers to book an appointment through messenger.

The all-new desktop app has some new features for business users. It also allows its users to host group video calls and collaborate on projects. The AI smart camera is using the “pose detection” tech to give a hasslefree and even more life like experience.

Instagram:
Instagram updates basically focused on giving the users the ability to shop directly from the makers and “Support the people who make”, and raise funds within the app.
Instagram is also testing hiding the total number of likes a post receives to bring back the focus on connection than posting for likes.
Stories now don’t have to start with the camera anymore. Users can now get more creative with their stories. They can now raise money for charitable causes with a new donation sticker on their stories.

Finally, the Instagram camera will be updated with the “create mode” allowing to post effects and interactive stickers without having to take a photo or record a video.

Whatsapp:
Whatsapp updates deliver a private and intimate experience with end-to-end encryption. It now allows users to send their location privately with their friends and families. The company rolled out a product catalogue feature for small WhatsApp businesses and payment process that is being tested in India.

Zuckerberg left the audience with one final notion:
“This is about building the kind of future we want to live in. To build a world where we can be ourselves and live freely and know that our private moments are only going to be seen by the people they want, where we can come together around community and commerce, where we build in the tools that we need to keep us safe from the beginning and prevent harm and we then are able to focus on all the good people are able to do. Both in private and in public, both the living room and the town squares.”

How do you think Facebook’s new direction would affect the users?  We’re hoping to see some more updates?
Let us know by commenting.
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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