Reporting Queries
Build SQL queries around defined operational and management reporting requirements.
Turn operational database information into structured reporting datasets using SQL queries, joins, views, aggregations and reporting logic designed around real business requirements.
Discuss Your SQL ReportingRetrieve business data around defined reporting requirements.
Create reusable SQL reporting layers where appropriate.
Bring related database information together.
Prepare SQL data for reporting and analytics.
Overview
Business applications can store large amounts of operational information across customers, sales, purchases, inventory, finance, services, employees and other business processes.
That information is not always organized in the same way management needs to view it. Reporting often requires multiple tables to be joined, filtered, categorized, calculated and summarized.
Incodiv Tech develops SQL reporting and data solutions that help convert suitable database information into structured datasets for operational reports, management reporting, Power BI dashboards and analytics.
Capabilities
Build SQL queries around defined operational and management reporting requirements.
Create reusable database views for suitable reporting and analytics scenarios.
Connect related business information across appropriate database tables.
Summarize suitable transactional data for management and analytical reporting.
Structure reporting datasets around relevant records, periods and business rules.
Prepare database information around the fields and structures required by reports.
Structure suitable database information for business measures and KPIs.
Review relevant relationships between operational entities used in reporting.
Prepare suitable SQL information for Power BI reporting and analytical models.
Build datasets around daily business activity and operational monitoring.
Prepare summarized information for leadership and management reporting requirements.
Review existing SQL reporting structures and identify practical improvements.
Business Challenges
Important reporting information may be distributed across multiple related database tables.
Teams may repeatedly export database information and manually restructure it in spreadsheets.
Reporting may require calculations, classifications and conditions not directly available in source tables.
Different reports may repeatedly rebuild similar joins, filters and business calculations.
Significant manual preparation can delay access to management information.
Different query logic or definitions can produce different answers to the same business question.
Reporting Model
Operational database tables and records.
Connect relevant business entities.
Filter, calculate and categorize.
Prepare reporting-ready information.
Use data for reports and dashboards.
Reporting Queries
Reporting queries can retrieve, combine and summarize suitable database information around specific business questions rather than simply exposing raw operational tables.
Retrieve relevant fields required by the report.
Connect related entities using appropriate relationships.
Limit records according to relevant reporting criteria.
Derive suitable reporting values and classifications.
Summarize transactions around appropriate business dimensions.
Structure results for the intended reporting experience.
Relationships
A useful business report may require information from several parts of a database. Sales reporting, for example, can involve customers, invoices, products, branches, users and payment records.
SQL Views
Where appropriate, SQL views can provide reusable reporting structures that expose selected and transformed information without requiring every report to rebuild the same query logic.
Selected fields + joins + reporting logic
Aggregation
Operational systems may contain thousands or millions of individual records. Reporting often needs to summarize those records around periods, customers, products, branches or other dimensions.
Revenue, costs, payments and values.
Orders, customers, transactions and records.
Suitable averages around business activity.
Summaries by category, branch, period or entity.
Operational Reporting
Operational reports can help teams view current business records, transactions, statuses and outstanding activity where the required data is available.
Management Reporting
Management reporting usually needs a different level of information from operational reports. Instead of individual transactions, leadership may need summarized trends, comparisons, balances and performance indicators.
What happened during the selected period?
How does performance compare with another period or target?
Which customers, products, teams or locations contributed?
Which available indicators require management review?
Business Areas
Orders, revenue, customers and products.
Transactions, balances, income and expenses.
Stock, products, warehouses and movement.
Purchases, suppliers and receiving activity.
Profiles, activity, balances and history.
Workload, activity, status and completion.
Power BI Data
Power BI can work with SQL-based data sources. Where suitable, database reporting structures can provide a cleaner source for Power BI modeling and visualization.
Data Validation
SQL can calculate exactly what it is instructed to calculate. That makes business validation important when defining joins, filters, categories, calculations and reporting rules.
Compare expected and returned record volumes.
Validate important amounts against known source values.
Check joins against intended business relationships.
Confirm calculations and classifications with stakeholders.
Query Design
Reporting query design should consider the available database structure, data volume, indexes, relationships, filtering requirements, execution patterns and the wider application environment.
Retrieve fields required by the reporting use case.
Apply appropriate filters where reporting permits.
Join tables around intended business relationships.
Review query behavior where performance requires attention.
Query performance depends on the database structure, infrastructure, data volume, indexes, concurrent workload and reporting requirements. Optimization should therefore be assessed within the actual environment.
Architecture
Existing Reporting
Existing SQL queries, reporting views and datasets can be reviewed to understand how current reports work and where practical improvements may be appropriate.
Technology
Our Process
Understand business questions, reports and users.
Review available database tables and relationships.
Agree fields, calculations, filters and reporting logic.
Develop suitable queries, views and datasets.
Compare reporting results with expected business values.
Use prepared information within reporting solutions.
Why Incodiv
Incodiv Tech works across business software, SQL databases, Power BI, Microsoft technologies, integrations and custom applications.
This helps us approach reporting with an understanding of both how operational data is generated and how business users need to consume it.
SQL Server & T-SQL experience
Power BI & analytics experience
Business software understanding
Database reporting structures
Data integration experience
Business-focused reporting approach
Related Services
FAQ
SQL reporting uses database queries and related reporting structures to retrieve, combine, calculate and summarize business information for reports and analytics.
Yes, where appropriate database access, table structures and business information are available. The database can be reviewed against the required reporting use cases.
Yes. Power BI supports SQL Server as a data source. The appropriate connection, refresh and deployment approach depends on the specific environment.
Yes. Where suitable, database views can provide reusable structures for selected reporting information and reduce repeated query logic across reports.
Existing queries and reporting structures can be reviewed. Appropriate improvements depend on factors such as query design, indexes, database structure, data volume, infrastructure and concurrent workload.
Yes. Suitable reporting solutions can be developed around SQL Server and MySQL databases depending on the application, access and reporting requirements.
Where the required information exists in accessible databases, suitable manual spreadsheet reporting processes can often be replaced or reduced through structured SQL datasets and reporting solutions.
Existing SQL queries or reporting structures can be reviewed to determine whether they are suitable as part of a Power BI reporting solution or should be adjusted for the intended analytical model.
Tell us what database you use, where your business information is stored and what your teams or management need to report.
Discuss Your SQL Reporting