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There is no ‘good’ or ‘bad’ in design. But, there are right choices that you can make to strike the right balance. The right choices always revolve around the balancing of elements and how to go about incorporating them into your design. Design is largely intrinsic, something that depends on how you look at it.Utilizing strong design principles will go a long way in transforming your UX desgin for your users.

 

But, how do I improve it?

The vital ingredient of any design is a discernable pattern. Patterns are universally observed, and by incorporating the right examples in your designs, it can evoke a desired reaction or response to a specific interaction. So the challenge is to decide – how do you want the user to perceive the design while simultaneously solving the usability problem.

Let’s look at some simple steps.


Hierarchy
This is level zero. By setting visual hierarchy, you are communicating to the end-user where to look first. The entire sequence, along the visual journey, has to be laid out first. For example: making an element bigger to draw the attention and set a focal point for the user. Hierarchy can also be set by using white space or bright colours to highlight crucial parts of your interface.

In Fig A, the design has all the information laid out for the user, but it’s set in no particular hierarchy, meaning there is no indication of what is important and what is less important, so a user can feel lost in the visual journey of what message the design actually intended to say.

      

Fig A                                                                                                                          Fig B

In Fig B, by using intentional white space, we bring the most important message to the fore – so what a user sees first is that the game night is between who, where and when, and everything else is kept secondary to it.

Keeping things simple and consistent
By keeping the elements in your design minimal, placing them in your layout will be easier to manage – making it easy for users to navigate through your design. Too many elements in one design can be off-putting and confusing to look at. Consistent use of elements is a better approach, that usually sets the users mind at peace – like the style of a button or the placement of a close button. In this way you are guiding the users on what to see first and where to click next. Interaction consistency is also as important as visual consistency. Always try to minimize the number of ‘clicks’ in your design – no one likes to engage in redundant clicks to get quick information.

In the examples below, the design on the right can be improved by simply reducing the number of clicks from 10 clicks to 5, by reducing redundancies in the information design.

Reducing redundancies in the information design.

 

Mind the space
Spacing is vital for great composition. Using whitespace and negative space correctly, plays a crucial role in your design. It is just like your living room, when you decide what to keep in a particular area and where to leave space – the same applies to your design also. For example, when there is only a line or two of text, try to put the text in the one-third

of your art-board either from top or bottom. If however, there is more text to work with try to group them and set the hierarchy by increasing or decreasing spacing between each group. By incorporating enough white space in your design, there will be sufficient breathing area for users to relax their eyes into.

White space is not just empty space. It’s about creating enough room for your text and design elements to co-exist.

 

Typography
Sensible use of typography can really enhance your design. Selecting the right typography involves certain decisions that include a choice of font family, weight & size, leading, tracking, kerning and scale. Avoid using too many fonts from different font families. Instead, use one or two font family and play around with font weight and size to find what works best for your design. Also remember, If no one can read the text on your design, it defeats the purpose of putting all that effort into your designs. Lastly, avoid using font colour which may clash with your background colour For example, ‘Red’ text on an Orange background, is an extreme choice.

 

Contrast
Emphasizing certain elements of your design is both visually appealing and functional. Finding the right color mix for temperature, saturation, hue, and intensity can help you set hierarchy for the elements you want to bring out in your design. However, contrast isn’t just a colour thing. It also involves shapes, edges, textures, scaling, and size. Albeit, like with almost any other design concept, it can be overdone. You should make sure that the contrast in your design isn’t so dramatic that it’s jarring unless that’s your specific intent.

 

Not a good way to use contrast

 

A more balanced contrast

 

Balance the Elements
This is where you draw the line between your design and your users. A design is not useful if it doesn’t solve a problem. Likewise, it is also not so useful if the user didn’t get the message right. Information is important to get across – it should have a higher priority in your design approach and draw the user’s attention first.

In the images below, the content is the same but what makes the right image better is the complete balancing of all the elements, relaxing the design using appropriate spacing and placement without overwhelming the user with all that textual information.

Making the right design choices for enhancing a user’s experience is all about creating a seamless link between the user and the applications they use. Every designer has their own style and while these design principles are important to consider – it’s more important to stay original and keep practicing.

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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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