What could be the challenges, If you were to build a repository and an online marketplace for pre-built BI dashboards?

A market place where data experts and analysts can publish their pre-built dashboards to sell or connect with prospective clients. For Example: A company/individual using a specific tool (eg. tableau software) can search for a dashboard that suits their requirement from a huge repository created by a global community of data experts(vendors).


The core challenge with all marketplace businesses is that you must develop both sides of the market simultaneously.

I've been through this with several of our own brands (Fundable, Clarity) - and while they presented additional unique challenges - the core is brining both the supply and demand side of the market to the table at the same time, with the appropriate ratios to create a thriving commerce environment.

I'm happy to talk through our experiences, and those of countless clients who faced similar obstacles in starting their businesses.

Kind regards,


Answered 8 years ago

The challenge I think will be that the very nature of business intelligence is specific to the company's industry, processes, target market, challenges, objectives and more. If the templates were modular by industry and process like for SMB healthcare or lending portfolio management then there would still need to be customization by the client in terms of the KPIs as well as the data schema. I've written an article on the 5th Perspective which you can find here: which relates to what you are talking about. My company is doing something similar and I think it's needed but need probably more refinement in the business model.

Answered 8 years ago

Building an online marketplace that incorporates pre-built business intelligence (BI) dashboards can pose several challenges. Here are some potential hurdles you might encounter:

1. Data Integration: Integrating various data sources into the marketplace and connecting them to the BI dashboards can be complex. You'll need to develop data connectors or APIs to pull data from different systems, ensuring compatibility and data quality.

2. Dashboard Customization: Pre-built BI dashboards might not fulfill the specific requirements of all marketplace users. Building a solution that allows customization and flexibility in the dashboard layout, metrics, and visualizations can be challenging while maintaining ease of use.

3. Scalability: As your marketplace grows and accommodates more users and data, scaling the infrastructure to handle increasing data volumes and concurrent users becomes crucial. Ensuring the dashboards remain responsive and performant, even with large datasets, can be a challenge.

4. Data Security and Privacy: When dealing with sensitive data, such as user information or transaction details, maintaining data security and privacy is paramount. Implementing robust security measures, data encryption, access controls, and compliance with relevant regulations (e.g., GDPR or CCPA) requires careful planning and execution.

5. User Training and Adoption: Introducing a new BI dashboard to marketplace users might require training and support to ensure proper adoption. Users should be able to understand and navigate the dashboards effectively. Designing an intuitive user interface and providing comprehensive documentation or training materials can help overcome this challenge.

6. Data Quality and Consistency: Pre-built BI dashboards rely on accurate and consistent data. Ensuring data quality, such as removing duplicates, handling missing values, and maintaining data integrity across different data sources, can be a complex task. Implementing data validation checks and data cleansing processes is necessary to provide reliable insights.

7. Continuous Updates and Maintenance: As the marketplace evolves, the underlying data sources, metrics, or business logic might change. Ensuring the pre-built BI dashboards remain up to date requires ongoing maintenance and updates. Coordinating updates, bug fixes, and new feature releases can be challenging while minimizing disruptions to the marketplace operations.

8. Performance Optimization: Depending on the complexity of the dashboards and the amount of data being processed, achieving optimal performance can be a challenge. You may need to fine-tune queries, optimize database schemas, or leverage caching mechanisms to improve response times and ensure a smooth user experience.

These challenges highlight the technical, operational, and user-oriented aspects of building an online marketplace with pre-built BI dashboards. Careful planning, experienced development teams, and a focus on user feedback can help overcome these hurdles and deliver a successful marketplace solution.

Answered a year ago

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