How to Build Custom Dashboards

March 29, 2025
Imagine logging into a dashboard that feels like it was built just for you—highlighting the exact metrics you need, structured in a way that makes sense, and fully customizable to match your workflow. That’s the power of a custom dashboard builder.
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Imagine logging into a dashboard that feels like it was built just for you—highlighting the exact metrics you need, structured in a way that makes sense, and fully customizable to match your workflow. That’s the power of a custom dashboard builder.

In today’s data-driven world, businesses can’t afford to rely on generic, one-size-fits-all dashboards. Every company has unique goals, key performance indicators (KPIs), and reporting needs. A custom dashboard builder allows users to design their own analytics experience, pulling in data from multiple sources, creating dynamic visualizations, and making real-time decisions without switching between platforms.

Whether it's an eCommerce platform tracking sales, a SaaS company analyzing user engagement, or a finance team monitoring revenue trends, custom dashboards provide the flexibility to view, explore, and act on data effortlessly. But what makes a great dashboard builder, and how do you choose the right one? Let’s dive in.

What is a Custom Dashboard Builder?

A custom dashboard builder is a tool or framework that allows users to design, configure, and personalize their own data dashboards without being locked into a predefined structure. Unlike static reports or rigid BI (business intelligence) dashboards, a custom dashboard builder offers flexibility, interactivity, and seamless integration with multiple data sources.

Think of it as a blank canvas for your data—where you decide what’s displayed, how it’s visualized, and what insights matter most. Whether you’re tracking real-time sales, marketing performance, customer engagement, or operational efficiency, a well-designed dashboard builder lets you curate the exact data points you need in one place.

How Does It Work?

At its core, a custom dashboard builder typically consists of:

  • Data connectors – APIs or integrations that pull in data from CRMs, databases, spreadsheets, or third-party applications.
  • Visualization components – Graphs, charts, tables, and widgets that help transform raw numbers into digestible insights.
  • Customization options – Filters, drag-and-drop elements, color schemes, and layout adjustments that allow users to design a dashboard that fits their workflow.
  • User access controls – Permissions and role-based settings to ensure the right people see the right data.

Who Uses Custom Dashboard Builders?

Custom dashboard builders are used across industries to simplify data-driven decision-making.

  • E-commerce businesses monitor real-time sales, abandoned carts, and customer demographics.
  • Marketing teams track campaign performance, ad spending, and audience engagement.
  • SaaS companies analyze churn rates, active users, and revenue trends.
  • Finance professionals manage budgets, cash flow, and expense tracking.
  • Operations teams oversee supply chain efficiency, logistics, and internal workflows.

Instead of relying on generic dashboards that don’t fully capture business needs, a custom dashboard builder lets users craft a personalized analytics experience that makes sense for their unique goals.

Why Businesses Need Custom Dashboards

In a world where data drives decisions, businesses can’t afford to rely on rigid, one-size-fits-all dashboards. Off-the-shelf analytics tools often fall short because they don’t adapt to the unique needs of different teams, industries, and workflows. That’s where a custom dashboard builder makes all the difference.

Tailored Insights for Every Business

Every business has its own set of KPIs, goals, and reporting needs. A retail company might want a dashboard that prioritizes inventory levels and customer purchase trends, while a SaaS company might need real-time tracking of monthly recurring revenue (MRR) and churn rates. With a custom dashboard, businesses get precisely the insights they need—nothing more, nothing less.

Instead of forcing users to sift through irrelevant data points, custom dashboards allow them to focus on what truly matters. They enable businesses to track the right metrics in real-time, leading to faster decision-making and improved efficiency.

Seamless Integration with Multiple Data Sources

Businesses rarely rely on a single data source. Sales data may come from Shopify or Stripe, marketing insights from Google Analytics or HubSpot, and financial reports from QuickBooks or an internal database. Off-the-shelf dashboards often struggle to bring disparate data sources together in a meaningful way.

A custom dashboard builder bridges this gap by connecting multiple platforms into one unified view. Users no longer have to switch between different tools or manually compile reports. Instead, they get a real-time, consolidated overview of their business performance.

Scalability and Flexibility

As a business grows, so do its data needs. A startup might begin with simple sales tracking, but as operations expand, they may need advanced analytics like customer segmentation, predictive insights, and AI-powered recommendations.

Prebuilt dashboards can quickly become outdated or restrictive, forcing businesses to switch platforms or build complex workarounds. A custom dashboard builder, however, scales with the business, allowing teams to add new data sources, update visualizations, and adjust reporting structures as needed.

Custom dashboards don’t just present data—they empower businesses to use it effectively. Whether it’s improving marketing ROI, optimizing operations, or enhancing customer experiences, having the right data, at the right time, in the right format is a competitive advantage.

Key Features of a Custom Dashboard Builder

A great custom dashboard builder isn’t just about displaying data—it’s about creating an experience that’s intuitive, interactive, and insightful. To ensure that users can extract real value, a dashboard builder should include features that enhance usability, flexibility, and performance.

Drag-and-Drop Interface for Easy Customization

Not everyone using a dashboard is a developer or data analyst. A well-designed dashboard builder should offer a drag-and-drop interface that allows users to add, move, and resize widgets without writing code. This makes it easy to create personalized layouts, ensuring that every user can configure their dashboard to fit their needs.

Real-Time Data Updates for Instant Insights

Business decisions often rely on up-to-the-minute data. A custom dashboard builder should support real-time or near-real-time data streaming, ensuring that metrics like sales, inventory, user activity, or website traffic are always up to date. Whether it’s pulling data from APIs, databases, or third-party applications, real-time updates help users make informed decisions faster.

Custom Data Integrations and API Support

A dashboard is only as powerful as the data it connects to. The ability to integrate with multiple data sources, such as SQL databases, CRM tools, marketing platforms, and financial software, ensures that businesses get a complete view of their operations. Advanced users should also have access to API connectors, allowing for custom data queries and automation.

Advanced-Data Visualization Options

Different types of data require different visualization methods. A strong dashboard builder should offer a variety of charts, graphs, and tables, including:

  • Line charts for trends over time
  • Bar charts for comparisons
  • Heatmaps for identifying patterns
  • KPIs and scorecards for quick, high-level insights

Users should be able to apply filters, drill down into data, and customize colors or themes to match their branding.

Role-Based Access and Permissions

Not every user needs access to all data. Role-based access control (RBAC) ensures that different teams or individuals only see the data relevant to them. This improves security while keeping dashboards clutter-free and focused.

A powerful, flexible, and user-friendly dashboard builder isn’t just a reporting tool—it’s a decision-making engine that helps businesses turn raw data into actionable insights.

Designing an Intuitive and User-Friendly Dashboard

A custom dashboard is only as powerful as its usability. If users struggle to navigate or interpret the data, even the most advanced analytics become meaningless. A well-designed dashboard should be clear, interactive, and optimized for decision-making, ensuring that users can access insights effortlessly.

Keep It Clean and Clutter-Free

One of the biggest mistakes in dashboard design is overloading users with too much information. A cluttered interface leads to confusion and reduces the effectiveness of analytics. Instead of cramming multiple charts, tables, and KPIs into a single view, prioritize only the most essential metrics and provide options to drill down into details when needed.

Grouping related data together and using white space strategically helps improve readability. A simple, clean design allows users to focus on insights rather than getting lost in data noise.

Prioritize Data Hierarchy and Readability

Not all data points hold equal importance. Dashboards should be structured with a clear hierarchy, ensuring that the most critical information is seen first. This often follows a top-down approach:

  • At the top, key performance indicators (KPIs) provide a quick overview of business health.
  • In the middle, visualizations like graphs or trends offer deeper insights into performance changes.
  • At the bottom, detailed tables and reports allow users to analyze granular data.

Using consistent fonts, colors, and spacing further enhances readability. The text should be legible, and color schemes should be chosen with contrast and accessibility in mind.

Ensure Easy Navigation and Interactivity

A dashboard shouldn’t just display data—it should be interactive. Drill-down functionality, filtering options, and search capabilities help users explore information effortlessly. For example, instead of showing all data at once, users should be able to filter by date range, department, or product category.

Tooltips, hover-over details, and clickable elements add another layer of interactivity, allowing users to extract deeper insights without feeling overwhelmed.

Optimize for Mobile and Multiple Devices

With more users accessing dashboards on the go, mobile optimization is no longer optional. A good dashboard should be responsive, adjusting automatically to different screen sizes without losing usability.

Charts should remain readable on smaller screens, and interactive elements should be touch-friendly. A poorly designed mobile experience can frustrate users and reduce engagement, making responsiveness a critical factor in dashboard design.

The Goal: A Dashboard That Feels Effortless

A well-designed dashboard doesn’t just present data—it guides users toward better decisions. By keeping the interface clean, interactive, and mobile-friendly, businesses can ensure that their dashboards are as valuable as the insights they deliver.

Embedded vs. Standalone Dashboards

When building a custom dashboard, one of the key decisions is whether to develop it as an embedded solution within an existing product or as a standalone application. Both approaches have distinct advantages, depending on the use case, user needs, and business goals.

Embedded Dashboards: Seamless Analytics Integration

Embedded dashboards are integrated directly into an existing web application, SaaS platform, or enterprise software, providing users with real-time insights without leaving the product. These dashboards are designed to enhance user experience by blending seamlessly into the application’s interface.

Why Choose Embedded Dashboards?

  1. Improved User Experience – Users can access insights directly within the app without switching between tools.
  2. Faster Decision-Making – Since analytics are embedded within the workflow, users can act on insights instantly.
  3. White-Labeling & Customization – Many embedded BI tools (like Looker, Tableau Embedded, or Power BI Embedded) allow businesses to match the dashboard’s look and feel to their product.
  4. Multi-Tenant Support – Ideal for SaaS companies where different users or organizations need customized views based on permissions and roles.

However, embedded dashboards rely on external services or in-house development for smooth integration. If using a third-party BI tool, there might be API limitations, licensing fees, and vendor lock-in to consider.

Standalone Dashboards: Independent Analytics Solutions

Standalone dashboards are separate from the core application, often hosted as independent web apps or portals. These dashboards are commonly used for highly specialized data analysis, executive reporting, or cross-platform data aggregation.

Why Choose Standalone Dashboards?

  1. Greater Flexibility – Standalone dashboards are not constrained by an existing UI, allowing complete freedom in design and functionality.
  2. Cross-Platform Data Aggregation – They can pull data from multiple sources (e.g., CRM, ERP, marketing tools) and present it in one unified interface.
  3. Advanced Data Processing & AI Integration – Since they operate independently, they can support machine learning models, predictive analytics, and deep data exploration without impacting an existing product’s performance.

However, standalone dashboards require users to log in separately, which can disrupt workflows. They also lack deep application context, meaning insights may not always be actionable within a user’s primary software environment.

Which One is Right for You?

If your goal is to enhance an existing application with data-driven insights, an embedded dashboard is the better choice. But if you need a comprehensive, cross-platform analytics hub, a standalone dashboard offers greater flexibility. The best approach depends on how and where users interact with data within your business ecosystem.

Security and Performance Considerations

Building a custom dashboard isn't just about displaying data—it’s about ensuring that the data is secure, fast, and reliable. Poorly implemented security can expose sensitive business information, while inefficient performance can lead to frustratingly slow load times. A well-optimized dashboard must protect user data while delivering real-time insights without delays.

Ensuring Data Security

Dashboards often handle confidential and business-critical data, making security a top priority. Implementing role-based access control (RBAC) ensures that users can only access the data they are authorized to see. For instance, a manager may have a company-wide view, while a salesperson may only see data specific to their accounts.

Data encryption is also essential. Sensitive information should be encrypted both in transit (SSL/TLS) and at rest (AES encryption) to prevent unauthorized access. Additionally, OAuth 2.0, JWT authentication, and multi-factor authentication (MFA) add extra layers of security to prevent unauthorized logins.

For businesses handling regulated data (e.g., finance, healthcare, or SaaS), compliance with GDPR, HIPAA, and SOC 2 is crucial. If using third-party integrations, it's important to ensure that vendors also meet these security standards.

Optimizing Dashboard Performance

A slow dashboard leads to poor user experience and frustration. The key to high-performance analytics is efficient data processing, caching, and database optimization.

Database indexing and query optimization ensure that data retrieval is fast. Instead of scanning millions of records every time a user loads a dashboard, pre-indexed queries reduce response times significantly.

Caching frequently accessed data can further enhance performance. Tools like Redis or Memcached store commonly used queries, preventing repeated database hits. This is especially useful for real-time dashboards, where users expect instant updates without delays.

For real-time analytics, using event-driven architectures like Apache Kafka, AWS Kinesis, or WebSockets allows dashboards to receive updates as data changes, rather than requiring manual refreshes.

Balancing Security and Speed

While encryption and access controls enhance security, they can sometimes slow down performance. Balancing these two factors requires intelligent infrastructure planning. Using edge computing, content delivery networks (CDNs), and load balancing ensures that security measures don’t create bottlenecks.

At the end of the day, a well-built dashboard isn’t just visually appealing—it’s fast, secure, and trustworthy. Businesses that prioritize both performance optimization and data protection will deliver an experience that users can rely on with confidence.

Real-World Use Cases of Custom Dashboards

Custom dashboards are used across industries to transform raw data into actionable insights, helping businesses and professionals make informed decisions. Whether it’s monitoring sales, tracking operational efficiency, or analyzing customer behavior, a well-designed dashboard provides clarity, speed, and strategic advantage. Here are some real-world use cases where custom dashboards play a crucial role.

E-Commerce – Sales & Inventory Management

For eCommerce businesses, real-time data is essential for tracking sales performance, customer behavior, and inventory levels. A custom dashboard allows store owners to:

  • Monitor real-time sales trends across different regions and product categories.
  • Track inventory levels and get automated alerts when stock is low.
  • Analyze customer purchasing patterns to optimize marketing campaigns and discounts.

Instead of relying on multiple tools, an integrated dashboard consolidates everything in one place, improving decision-making and reducing manual reporting efforts.

SaaS Companies – User Engagement & Revenue Analytics

SaaS businesses need to track key metrics like monthly recurring revenue (MRR), churn rate, and user engagement to measure growth and retention. A well-structured dashboard helps:

  • Identify which features users engage with the most and optimize product development.
  • Track subscription renewals, upgrades, and cancellations to improve retention strategies.
  • Monitor real-time server performance to detect and resolve system downtimes before users are affected.

With interactive filters and drill-downs, SaaS dashboards provide deep insights into customer behavior and business performance.

Marketing – Campaign Performance Tracking

Marketing teams rely on data to measure the effectiveness of their campaigns across multiple channels, including paid ads, SEO, and social media. A marketing analytics dashboard can:

  • Track ROI on ad spend by integrating data from Google Ads, Facebook, and LinkedIn.
  • Analyze customer engagement metrics such as website traffic, conversion rates, and email open rates.
  • Compare A/B test results to refine targeting and messaging.

Instead of exporting data from various platforms, a custom dashboard automates reporting, saving hours of manual work.

Healthcare – Patient Monitoring & Performance Analytics

In healthcare, custom dashboards help medical professionals and administrators track patient records, hospital performance, and resource utilization. For example:

  • Hospitals can monitor bed occupancy rates and ER wait times to optimize patient flow.
  • Clinics can track patient recovery trends and flag anomalies in medical records.
  • Pharmaceutical companies can analyze clinical trial data to accelerate research and development.

Dashboards in healthcare ensure that critical data is accessible, secure, and easy to interpret, leading to better patient care and operational efficiency.

Dashboards That Drive Business Growth

Regardless of the industry, a well-designed dashboard serves as a powerful decision-making tool. By visualizing data effectively and providing real-time insights, businesses can react faster, improve efficiency, and make data-driven strategies that drive long-term success.

Best Tools for Building Custom Dashboards

Choosing the right tool for building a custom dashboard depends on factors like ease of integration, scalability, real-time data capabilities, and customization options. Here are five of the best tools that businesses use to create interactive, data-rich dashboards.

Explo – Embedded Dashboards for Modern Applications

Explo is designed for businesses that need fully customizable, embedded dashboards without the complexity of traditional BI tools. It allows teams to create and deploy interactive, customer-facing dashboards with a low-code approach, making it ideal for SaaS platforms, fintech applications, and B2B marketplaces. Unlike rigid dashboard solutions, Explo offers drag-and-drop customization, dynamic filtering, and seamless data integrations, ensuring that every dashboard aligns with the unique needs of its users.

One of Explo’s biggest advantages is its real-time data connectivity and role-based access control. Businesses can securely integrate multiple data sources, define custom permissions, and ensure that users only see the data relevant to them. This makes Explo an excellent choice for companies that need scalable, embedded analytics without investing months into custom development. Its API-first approach also allows engineers to automate workflows, making dashboard deployment faster and more efficient.

Looker – Google’s Embedded Analytics Powerhouse

Looker, part of Google Cloud, is one of the most powerful BI tools for data exploration, embedded analytics, and AI-driven insights. Its LookML modeling layer allows businesses to define data relationships and create reusable metrics, ensuring consistency across reports.

Looker is widely used in SaaS, finance, and eCommerce because of its deep integration with cloud data warehouses like BigQuery, Redshift, and Snowflake. While its capabilities are extensive, it comes with a steep learning curve and high licensing costs, making it better suited for larger businesses.

Power BI – Microsoft’s Business Intelligence Giant

Power BI is a leading analytics platform, particularly for businesses already using Microsoft products. It provides drag-and-drop dashboard creation, AI-powered insights, and seamless integration with Excel, Azure, and SQL Server.

One of Power BI’s strengths is its ability to handle both simple and complex reporting needs, offering options for self-service BI and enterprise-level analytics. However, Power BI works best within the Microsoft ecosystem, which might limit flexibility for businesses using diverse tech stacks.

Tableau – Market Leader in Data Visualization

Tableau is one of the most widely used data visualization tools, known for its intuitive drag-and-drop interface, powerful analytics engine, and deep customization capabilities. It’s popular in finance, healthcare, and marketing, where complex data needs to be presented in a visually engaging way.

Tableau can handle large datasets efficiently and offers interactive dashboards, predictive analytics, and AI-driven insights. However, compared to Metabase and Explo, it comes with a higher cost and requires technical expertise for advanced functionalities.

Choosing the Right Tool

Each of these tools has its own strengths. Metabase is great for startups and non-technical teams, Explo is ideal for embedded analytics in SaaS applications, Looker excels in AI-driven insights, Power BI integrates seamlessly with Microsoft tools, and Tableau remains the best for advanced data visualizations. The right choice depends on budget, technical expertise, and specific business needs.

Conclusion

A custom dashboard builder is more than just a reporting tool—it’s a decision-making engine that transforms raw data into actionable insights. Whether embedded within a SaaS product or built as a standalone analytics platform, the right dashboard ensures clarity, efficiency, and real-time access to critical metrics.

Choosing the right tools—whether it’s Metabase for simplicity, Explo for embedded dashboards, Looker for AI-driven insights, Power BI for Microsoft users, or Tableau for advanced visualizations—depends on business needs and scalability.

Andrew Chen
Founder of Explo

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ABOUT EXPLO

Explo, the publishers of Graphs & Trends, is an embedded analytics company. With Explo’s Dashboard and Report Builder product, you can a premium analytics experience for your users with minimal engineering bandwidth.
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