B2B Services / anonymized case study
B2B services reporting automation replaced manual scorecard assembly.
- Client or organization type
- $25M-$50M B2B services company
- Industry or operating environment
- CRM, finance, delivery, management scorecards, and recurring status reporting.
- Original challenge
- Managers copied CRM, finance, and delivery data into recurring status reports.
- Work completed by Parallax
- Automated the refresh path, documented definitions, and rebuilt the scorecard around recurring decisions.
- Results and outcomes
- No verified quantitative savings available in project files; outcomes are qualitative. Reduced manual reporting effort and improved consistency around weekly management review.
- Relevant expertise
- Power BI & Microsoft Fabric, KPI Strategy & Executive Reporting, Reporting Automation, Data Quality & Analytics Reliability, BI Governance & Dashboard Trust, Data Integration & Analytics Architecture
Before vs After
CRM exports copied manually
Finance data pasted into reports
Delivery data assembled by managers
Recurring scorecards rebuilt
Definitions inconsistent
Automated refresh path
Documented definitions
Scorecard tied to decisions
Consistent weekly review
Manual effort reduced
Reporting Architecture
This shows the operating inputs in this case, the specific intervention Parallax made, and the decision layer leaders used after the work.
Engagement Process
The timeline follows the actual engagement pattern described in the case study instead of a generic project lifecycle.
Identify the reports, sources, and operating questions behind the case.
Separate definition issues, refresh issues, ownership gaps, and decision gaps.
Automated the refresh path
documented definitions
rebuilt the scorecard around recurring decisions
No verified quantitative savings available in project files; outcomes are qualitative. Reduced manual reporting effort and improved consistency around weekly management review.
Challenge to Operating Model
This connects the case challenge to the governed operating model and the outcome stated in the case study.
Managers copied CRM, finance, and delivery data into recurring status reports.
Parallax operating modelNo verified quantitative savings available in project files; outcomes are qualitative. Reduced manual reporting effort and improved consistency around weekly management review.
Outcome Cards
Manual assembly reduced
Weekly scorecard stabilized
Definitions documented
Review consistency improved
Observed business outcome: reporting discussions shifted from which number is correct to what decision should we make.