Duplicate records change the answer.
The same property can appear in different records. The reporting rules need to account for property identity and the geography being analyzed.
Industry experience / Real estate & property data
Property reports you can trace back to the source.
UTIS helps real-estate and property-data teams improve the rules and processing behind regional reports. Our work for a national property-data platform includes duplicate-record handling, geographic calculations, production checks and targeted updates to historical data.
Property data
Make the record relationships clear.
- Property records
Records and geographic scope
- Quality rules
Duplicates and historical changes
- Reporting checks
Compare results to source data
Your priorities
Problems we help solve
These are common reasons to bring UTIS into the work.
A report needs more than a plausible total.
Product teams need to trace selected counts back to the source records and understand the rules used to produce them.
Historical corrections need a defined boundary.
A change for one geography should not automatically require the same processing everywhere.
Our contribution
The engineering behind trustworthy property reports
Property and geographic reporting rules
Refine duplicate handling and regional market calculations in SQL Server and SSIS processing.
Source-to-report validation
Compare source records with final reporting tables and work through client QA and production checks.
Targeted historical updates
Enable historical calculations to be rerun for selected geographies rather than applying every correction across the whole dataset.
SQL Server · T-SQL · SSIS · Data quality · Release validation
Project experience
Examples of relevant results
Each result describes a specific engagement and retains its original source and scope.
Client-validated
Reporting changes checked after production release
Reviewed counts matched source and final reporting tables. A separate completed work item confirmed selected-geography historical reruns.
Evidence basis: client production checks and completed work records; full scope in the case.
Read the caseWorking together
Scope a reporting rule or historical update
Bring the report and rules
Start with a representative regional report, its source and processing flow, and the rules for property identity, duplicate treatment and geography.
Choose a bounded change
Agree one reporting rule or selected-geography historical update, the affected data and the people involved. Define the first deliverable and how it will be reviewed.
Define reconciliation checks
Specify source-to-report comparisons, expected counts and cases where rules should behave differently. Record the checks needed before release.
Agree release and follow-up
Plan client QA, production checks and responsibility for resolving differences. Confirm the history-update boundary and support needs.
Client perspective
“They approach the work from our point of view, which is why our collaboration endures.”
Explore the expertise
Choose your next step
Go deeper into the work, explore an example or review how to engage UTIS.
SQL Server & SSIS
Explore data processing, reporting rules, performance and ongoing database support.
Try Power BI demos
Explore interactive reporting concepts with fictional data—not a client system or result.
Looking for title insurance?
Explore that separate engagement, focused on business reporting and source-data checks.
Before we start
Frequently asked questions
What to expect when you work with UTIS.
What property-data work has UTIS delivered?
Our documented work for a national property-data platform includes duplicate-record handling, regional reporting calculations, source-to-report comparisons and selected-geography historical reruns. The client relationship dates to 2013.
Is this the same work as your title-insurance reporting?
No. These are separate client engagements. The property-data case concerns regional property reports and the data rules behind them. The title-insurance case concerns Power BI reporting, customer activity and source-data checks for selected measures.
Can you work with our existing SQL Server and SSIS systems?
Yes. The documented property-data work was performed within SQL Server and SSIS processing. We scope changes around the existing reporting rules, dependencies and validation requirements.
Meet with UTIS
Book a meeting.
Choose a preferred time for a 30-minute conversation about your project or hiring needs.
Choose a preferred time
Book a meetingUTIS will review your preferred time and confirm the meeting by email.