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5 CX trends that will define the Indian Banking Experience in 2023

3 minutes read

Banks initially began as trusted entities that would act as custodians of their customers’ wealth and channel them toward growth opportunities that would aid in growth and prosperity for all. Cut to 2023, that promise alone does not suffice. The modern account holder holds banks to a higher standard and has little to no tolerance for banks with poor customer experience (CX). 

Over the years, CX has gone from being a frill to an essential component that can have a colossal impact on the bottom line for banks. For 2023, incorporating these trends into workflows will help banks pull ahead of their competitors by a significant margin. 

Applied Analytics

Blake Morgan, a notable customer experience futurist noted that 2023 will be a year of reckoning for brands as rising inflation and thrifty spending will up the ante on brands to satisfy their customers. With a trough of data at their disposal, banks are uniquely positioned to apply all of these insights into architecting a bespoke CX that will signal their commitment to their account holders in these trying times.

Automated Onboarding

One of the greatest challenges that India currently faces is the huge gap between the banking experience in urban and rural areas. With close to 70% of the Indian population being concentrated in these areas, it is vital for banks to design a frictionless and delightful customer onboarding experience that will bring these people into the fold. Such a solution would decrease staffing costs in the long run and translate to more customers in urban areas in light of the fact that over a quarter of banking customers would rather not step into a branch at all.

Hyper-Personalization

An eternal feature that has been topping CX trend lists for years, hyper-personalization will continue to pay off in 2023 as few banks have even attempted to get this right. Boston Consulting Group’s (BCG)’s finds on personalization revealed that when done right, it can result in a 10% increase in annual revenue uplifts till the time competitors catch up. 

As open-banking models start to take off and Indian banks become comfortable with experimentation, hyper-personalized services could serve as a key differentiator for both incumbents and upstarts alike. ABN Amro, one of Europe’s leading banks partnered with Subaio, a Danish fintech firm to offer personalized loans. 

Going Phygital

Much has been written about India’s demographic dividend and the implications it has on global economic prospects. With the world’s youngest cohort of millennials and GenZ alike, Indian banks are at the cusp of a massive demographic change that could be the opportunity of a lifetime. By revamping the bank branches to work with smartphones, banks can ‘humanize’ their systems to provide a wholesome, truly immersive banking experience that gives account holders the best of both worlds. JP Morgan Chase’s decision to open a new digital banking unit in the U.K. is an example of combining the trust of an established bank with the conveniences offered by a neobank.

AI goes deeper

As chatbots start to become a staple in customer service workflows, the next step would be to integrate AI across all customer touchpoints to enable better self-service, quicker resolution, and lower servicing costs. For instance, ICICI bank’s virtual assistant is primed to analyze voice queries to deliver instant solutions, point to appropriate areas, or escalate to a support executive if the need arises.

A Year of Reckoning

2023 will be all about resilience, innovation, and focus as central banks all over the world begin to raise interest rates and tighten expenditures in a bid to curb inflation. For banks, the only way to grow through this crisis is to correct technological debt, digitize relentlessly, and build a razor-sharp focus on their customer experience.

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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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