Real Estate & Construction
India
End to End Project Lifecycle Management
When sat for the first round of discussion, the client highlighted these issues in their workflow:
The client struggled to track the performance of their collectible base across milestone types such as construction-linked, time-linked, and hybrid milestones. This lack of a robust monitoring system resulted in limited visibility of:
The absence of a system for tracking payment shortfalls and delays against milestones hindered the early identification of risks. Without actionable insights, addressing potential bottlenecks in payment flows was challenging.
The inability to dynamically compare baseline financial plans with actual progress posed difficulties in:
A comprehensive solution was designed and implemented to address the client’s challenges.
A user-friendly dashboard was developed to:
The dashboard was designed to align closely with the client’s financial workflows, bridging the gap between milestone tracking and financial strategy adjustments.
The solution catered to stakeholders by offering both:
Dynamic comparisons between actual performance and baseline plans were integrated, enabling stakeholders to:
Drill-down features allowed users to:
Data Integration from Multiple Sources
Data Transformation
Data was processed with Power Query to ensure consistency and accuracy before visualization.
Dynamic Logic for Baseline Comparisons
Custom logic was implemented within Power BI for real-time baseline vs. actual performance comparisons.
Advanced Visualization Techniques
Conditional formatting in Power BI dynamically highlighted deviations, shortfalls, and delays.
Scalable Reporting
Dashboards were built with DAX and Power BI tools to support intuitive and scalable reporting for future needs.

The custom BI dashboard transformed the client’s approach to milestone tracking and financial planning. By providing real-time insights, proactive risk management tools, and seamless integration with existing workflows, the solution addressed immediate challenges while laying the foundation for future analytics capabilities.
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DataToBiz is a good choice for someone who wants a partner who understands the product journey, requirements, and delivery expectations. They have the experience and agility to understand what’s possible and deliver to the client’s expectations. They‘re really passionate people, and they know what they’re doing!
We’re impressed with DataToBiz’s professionalism, dedicated support, and consistent follow-ups. Their team maintains clear communication through online meetings, ensuring a smooth and reliable collaboration.
A solution like this is a good fit if your teams spend more time collecting and reconciling data than acting on it, if reports from different departments do not match, or if decisions depend on delayed or manual reporting. It also fits when your data is growing in volume or sources, and your current setup struggles to keep up.
DataToBiz starts with a discovery call to review your goals, data sources, and reporting gaps. You get a clear view of the expected outcomes, effort, and timeline before any commitment.
Yes. Every solution DataToBiz delivers is configured around your industry, business processes, and existing data environment. The team assesses your current systems, data quality, and reporting needs first, then designs a solution that works with what you already have instead of replacing it. This applies across industries such as manufacturing, retail, healthcare, finance, and logistics, and across setups ranging from legacy databases to cloud data platforms.
DataToBiz works across the major analytics, cloud, and data engineering stacks. For BI and visualization, this includes Power BI, Tableau, and Looker. For cloud platforms, it includes Microsoft Azure, AWS, and Google Cloud. For data warehousing and processing, it includes Snowflake, Databricks, and SQL-based databases. Data sources include ERP and CRM systems, spreadsheets, APIs, IoT and sensor data, and third-party applications.
If your stack includes a tool not listed here, the team can assess compatibility during discovery.
Most projects with DataToBiz take from a few weeks to a few months. The timeline depends on how ready your data infrastructure is for the initiative and how many systems need to connect. Smaller solutions go live quickly, while larger programs roll out in phases so you see value early. After an initial discovery call, you receive a timeline with clear milestones.
Security and governance is part of the plan from the first conversation. DataToBiz works within your security policies and follows the regulations that apply to your industry. The project usually Access stays limited to the people who need it, and confidentiality terms cover the engagement from kickoff to handover.
The work does not stop at go-live. Your team gets a proper handover and guidance on using the solution, and DataToBiz stays available for questions and improvements. The business impact of the project is measured against the goals set at the start, so you can see exactly what changed for your company.
DataToBiz is a Data Science, AI, and BI Consulting Firm that helps Startups, SMBs and Enterprises achieve their future vision of sustainable growth.
DataToBiz is a Data Science, AI, and BI Consulting Firm that helps Startups, SMBs and Enterprises achieve their future vision of sustainable growth.