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Industries that are benefiting from RPA

Initially, process engineering sought to adhere to lean design principles. Processes would be documented, reviewed and improved by removing wasteful steps and adding scripts where possible to eliminate human intervention and potential errors. Upon process improvement Robotic Process Automation(RPA) started largely as a tool to mimic those repetitive, rules-based front-end workflows. 

After the success in many sectors, RPA  is being rapidly adopted across industries because of the multiple benefits it offers. These are some industries which are already benefiting the most from Robotic Process Automation(RPA):

Financial Sector

Operational Efficiency

RPA plays an important role in operations. In order to automate activities, RPA can do high-frequency tasks while reducing processing time and 50-70% cost will be saved. Since RPA is easily implemented into the existing administrative infrastructure, It helps increasing productivity by reducing human cost and gives more flexibility and control over the financial workflows and business processes.

Risk Management

Compliance and Risk management is automatically taken care predefining process and every step is logged which is not in case of human interaction with applications.

HealthCare Sector

Higher Throughput

With the help of RPA, healthcare will be better equipped to deal with the growing volume of patients that are difficult to deal with when managed entirely by humans. While automation handles a  larger number of patients, medical personnel can focus on other important areas or work.

Improved Quality and Consistency

Robots can do laborious repetitive work 24X7. They can provide consistency in care activities. An automation in the areas of medical records, order entry, claim processing and decision support is linked with a reduction in complications and costs in order to improve quality and provide consistency.

Insurance Sector

Underwriting

Underwriting involves collecting all of the necessary information from all of the various sources in order to properly evaluate the risks associated with any specific policy, and it’s generally a process that takes quite a long time, one that, in fact, causes millions of people just to give up before the process is even complete. Since RPA can automatically collect and process accurate data as it relates to the applicant from both internal and external sites very quickly, the entire process is dramatically expedited. 

Claim Processing

The claims processing is completely dependent on process speed and accuracy to meet customer expectations. It requires the collecting of data from various sources, which is also typically a long and manual customer service operation, RPA is there to reduce the process steps, amount of time spent on performing repetitive processes  and human errors. 

Drop us a line, If you are willing to know more about RPA and how we are helping these industries to automate their processes.

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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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