Empowering Advisory Operations with Real-Time Analytics and Reporting

Delivered 20+ dashboards across finance, sales, and operations to drive data-led decision-making at scale.

Technology
Data Engineering
Data Warehousing & Lakehouse
Business Intelligence & Visualization
Geography
North America
Industry
Business & Advisory Services

Key results

63%

reduction in month-end reporting time by automating dashboards for P&L, utilization, AR, and expenses

70+

hours saved monthly through self-service Tableau dashboards that replaced manual Excel reporting

42%

faster access to key financial metrics, enabling real-time visibility into partner and office-level performance

Single source of truth

established in Snowflake, ensuring consistent and trusted insights across all business functions

About the Client

A fast-growing U.S.-based financial advisory platform supporting middle-market accounting and consulting firms. The client offers M&A, restructuring, valuation, and operational advisory services, with a focus on scaling boutique firms through shared services, strategic partnerships, and performance enablement.

Key Challenges

Disconnected systems limiting access to critical KPIs across finance, operations, and sales

Excessive manual effort in compiling reports for business reviews

No unified view of partner, client, or office-level performance

Inconsistent metrics leading to delays and rework in strategic decision-making

Our Approach

Discovery & Alignment

  • Assessed existing systems (Sage, CCH, CRM, flat files) and reporting workflows
  • Engaged stakeholders to define business KPIs and dashboard priorities
  • Identified pain points and opportunities across partner and operational reporting
  • Data Architecture & ETL Design

  • Designed a scalable Snowflake EDW with staging, EDW, and analytics layers
  • Developed automated ETL pipelines for real-time data integration
  • Established QA processes and scheduling for reliable, continuous data refreshes
  • Dashboarding & Visualization

  • Built wireframes and prototypes aligned to Springline’s organizational structure
  • Delivered dashboards with drill-down capabilities by partner, office, and engagement
  • Enabled scorecards to support monthly reviews and strategic planning
  • Maintenance & Feedback Integration

  • Incorporated ongoing feedback to refine business logic and dashboard interactivity
  • Added new KPIs based on evolving business priorities and reporting needs
  • Integrated additional data sources as new systems and requirements emerged
  • Implemented Solution

    Automated Data Integration

    • Integrated Sage, CCH Practice Management, CRM, and flat file data using custom pipelines
    • Scheduled refreshes to ensure dashboards reflect near real-time metrics
    • Applied data cleaning, transformation, and historical record tracking

    Enterprise Data Warehouse (EDW)

    • Built on Snowflake with structured layers to support financial and operational analytics
    • Enabled cross-functional reporting across partners, clients, offices, and engagements
    • Designed for scalability and extensibility to support future analytics initiatives

    Performance & Financial Dashboards

    Delivered 20+ Tableau dashboards aligned with the client’s business model:

    • Partner Scorecards: Revenue contribution, realization, and billable hours
    • Office & Practice Views: Utilization, profitability, and expense outliers
    • Client & Project Dashboards: Margins, engagement mix, and staffing trends
    • Finance & AR Reporting: P&L trends, bill rates, collections, and exceptions

    Sales & Pipeline Visibility

    • Unified CRM and financial data to show sales performance and funnel dynamics
    • Created dashboards to track pipeline by region, source, and stage
    • Measured marketing campaign ROI and lead conversion effectiveness

    Technologies Used

    No items found.
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