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Here’s what a tech-enabled world will look like for future pandemic phases

15 minutes read

The COVID-19 pandemic or what may be more suitably described as a black swan event that disrupted the general mechanism of daily life and businesses globally has also led to life in the new normal. This paradigm shift relies on automated services, contactless payments, digital healthcare including the rise of mental health apps, Artificial Intelligence and Augmented Reality-led innovations, e-customer support, video conferencing for remote work possibilities, amongst others. 

The World Robotics 2020 Industrial Robots report, published in September 2020, shows a record of 2.7 million industrial robots operating in factories around the world – an increase of 12%. Sales of new robots remain on a high level with 373,000 units shipped globally in 2019. This is 12% less compared to 2018, but still, the 3rd highest sales volume ever recorded.

Researchers from the University of Palermo programmed SoftBank’s Pepper robot to voice its “thinking process” while carrying out a series of tasks, including running restaurant operations, thus giving it a human touch with a scope of emotional intelligence. 

“If you were able to hear what the robots are thinking, then the robot might be more trustworthy,” co-author Antonio Chella explained in a press release, describing first author Arianna Pipitone’s idea that launched the study at the University of Palermo.

“The robots will be easier to understand for laypeople, and you don’t need to be a technician or engineer. In a sense, we can communicate and collaborate with the robot better,” Chella continued.

Amid the pandemic, a NASSCOM report suggests that the technology industry has grown by 2.3 percent despite COVID-19, and India has emerged as the third-largest tech startup globally. 

In their Strategic Review 2021 report titled ‘New World: The Future is Virtual’, NASSCOM said that India’s technology industry contributes around 8 percent relative share to the national GDP, with 52 percent relative share in services exports, and 50 percent share in total FDI (based on FDI inflows from April to September 2020), as reported by YourStory. 

“The technology industry has weathered past crises and found novel ways to emerge stronger each time. In fact, tech companies have led the way on a variety of strategies other industries are now using to cope in this crisis — from remote working to a globally dispersed supply chain to managing through disruption. This crisis might well spark further creativity and innovation,” says PwC in a report titled ‘COVID-19 and the technology industry.’ 

What may be termed as a seismic shift in consumer behavior, owing to the long spate of lockdown and people increasingly staying home over the last many months, here are some of the noteworthy changes we’ve noticed thus far: 

Eating out, ordering in, and the behavioral shift

The pandemic amounted to huge losses to the hospitality and service industry globally when lockdowns were imposed. While most countries began easing restrictions as the first coronavirus wave plateaued, there were also plenty of innovations that came to light during this time. From quirky social distancing measures such as noodle hats that ensured 3ft distance from the next customer at a cafe in Europe to mannequins filling empty tables so diners wouldn’t feel alone and robots managing restaurant operations in Japan, the year 2020 has also given rise to the best alternatives as most people stay home. 

Additionally, the year was also one with a surge in food deliveries, while restaurants and QSRs ensured that customers regained trust in the hygiene and packaging techniques followed by them amid this time. With introductions like voice-based instructions within food delivery apps, no-contact deliveries, and special instructions possible, food and essential delivery services have seen a significant upward trend. 

“Health and social schedules are only two of the most common worries that consumers express about the ongoing crisis. There are still many more who worry about the overall economy and their personal finances, however, and others who feel no fear at all,” reads this report by pymnts.com released in early May 2021. 

Virtual Shopping meets Augmented Reality Experiences

Luxury fashion brand Gucci is expanding its presence on Roblox, a metaverse and gaming platform immensely popular with pre-teens, with a virtual two-week art installation. Visitors here can enter through a lobby in which their virtual avatars can view, try on and purchase digital Gucci items.

Image Courtesy: blog.roblox.com 

ALSO READ: Augmented Reality: A solution to the timeless insurance concerns

“Of course, it’s no surprise that luxury fashion brands want to position themselves at the center of an industry that made $175 billion in 2020, one with an increasing number of women. A 2020 report from the Entertainment Software Association found that women account for 41 percent of all gamers in the United States. Esports are also infiltrating popular culture, with an audience that’s predicted to reach 729 million in 2021, according to research from Newzoo,” reads an article by The Wired titled Luxury Fashion Brands Turn to Gaming to Attract New Buyers

In the year 2020, Ralph Lauren collaborated with Snapchat, thus revealing a quirky side to the luxury fashion house by letting younger customers try on the brand’s wear in various avatars. 

On the social media front, Snap announced the latest (fourth) generation of its Spectacles, a ‘60s-style design in black. These AR-capable Spectacles arrive shortly ahead of Facebook’s upcoming smart glasses, which will be a collaborative effort between the social media giant and Ray-Ban. These glasses are said to rely heavily on other forms of input as they won’t be released with built-in displays. Apple, too, is rumored to be working on augmented reality glasses, says a report by TechCrunch.

The German decor lighting app, Luminaire, which lets you try out light fixtures at a space of your choice, uses AR to bring a store-like experience closer to home. Its functioning is nearly akin to IKEA’s app that too, via AR, allows consumers to try out furniture before placing an order for the physical addition to their homes or offices. Fashion giants Burberry and Dior experimented with similar technologies for the handbags and sunglasses collections, respectively. Lipstick sales that saw a dip last year because of mask fashion taking over are back with a bang (almost) but multi-brand store Sephora had introduced their AR innovation which allowed consumers to try on lipsticks on their face (instead of the age-old try-on method). 

Instagram, previously only a photo-sharing app is now a revolutionary space for brands to connect with their consumers. The best part could probably be the addition of the shopping tag within the app so you can buy what you like almost instantly instead of waiting for it to hit the stores or looking for the same product on an e-commerce site. 

Remote Work, The Rise of Ed-Tech and more

Video conferencing is now an integral part of every professional’s life at work, even with family members or pets accidentally popping into your screens. What had begun with a month of proposed work from home has gone on for over a year and so, is a defining moment of the new normal. 

Zoom, Google Meet, Windows Meeting Room, are some of the most widely used apps for work calls, webinars, online sessions, and have also helped bridge the gap between teachers and their students in the recently-concluded academic year. Ed-Tech, hence, is being touted to be one of the fastest growing industries aided by the pandemic-led lockdowns. 

“Although EdTech is an emerging market that was steadily gaining pace, COVID-19 gave it the extra momentum, making way for the sector’s massive expansion. India’s EdTech market is all set to increase by 3.7 times in the upcoming five years, growing from US$ 2.8 billion (in 2020) to US$ 10.4 billion by 2025),” said UpGrad on their official blog. 

In this year’s edition of Google I/O, we also met the proposed 3D conferencing service titled Project Starlight, which will let you ‘see’ the person on the other side of the screen just like they were sitting across from you in person. 

E-consultation

The COVID-19 pandemic and the subsequent lockdown was also a year of spiked cases of anxiety, depression, and other mental health-related issues. For any physical ailments (non-COVID-related primarily), apps came to the rescue for online consultations and diagnosis. 

AI facilitated the rise and growth of emotionally intelligent apps such as Wysa or meditation-led apps such as Headspace and Calm. 

Take a look at a short conversation I had with Wysa to help me understand how she could walk with me through a stressful day. There are options to listen to music that helps relieve stress and in more stressful situations, seek professional help through the app. 

Contactless payments, Banking services, and more
Even though net banking and mobile banking were already on the rise pre-pandemic, the years 2020 and 2021 have shown a significant change in the way a customer banks and uses other financial services. Seeing this shift, banks including the State Bank of India changed their strategy and also introduced ‘at home’ banking that even allows one to open bank accounts at the comfort of their homes instead of the usual rule of visiting the home branch to do the needful. 

AI-led bots also work closely with customer support teams, helping with the first-level customer service and if the need arises, then speak to a human being on the other end of the line. This innovation has been significant in truncated any need for IVR systems, previously employed at contact centers. But that’s not all, you can also use AI to help with queries around insurance, whether you need insurance and which one to get that’s best suited to your needs. 

What’s next? 

There’s a high probability of XR and MR-led innovations taking over the market and further altering consumer behavior in terms of their food, recreation, fitness, shopping habits. Imagine a world of drone-led food deliveries and more sympathetic aka emotionally intelligent artificial intelligence that guides you to the right choice. 

Take a look at how the now delayed Tokyo 2020 Olympics were all-set to work closely with robots of different kinds during the games:

Life in the new normal has pushed most industries to innovate beyond their best-known practices were pre-pandemic. Even with a trial and error that may look like growth and substantial change is slow, there’s been a significant behavioral change which gives impetus to a renewed way of approaching business strategies and more. 

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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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