VC-Funded Educational Products Company

The Opportunity

A high-growth, VC-funded educational products company operating across multiple school networks faced the data fragmentation that commonly accompanies rapid expansion in the edtech sector. Transactional data was scattered across school-level ERP systems — each with its own schema, data quality standards, and reporting cadence — alongside legacy manual reporting processes and disconnected finance systems. Leadership lacked a unified view of the two metrics that matter most in edtech: student learning outcomes and financial health. Board reporting relied on manually assembled spreadsheets that consumed analyst time, introduced reconciliation errors, and arrived too late to inform strategic pivots. Investor reporting was a quarterly scramble rather than an always-ready capability, and the absence of standardized KPIs across schools made it impossible to benchmark performance or identify best practices at scale.

• 01School-level ERP systems operating independently — each with its own schema, data quality, and reporting cadence.
• 02Student learning outcome data and financial performance data in separate, unlinked systems — no unified view for leadership.
• 03Board and investor reporting manually assembled — consuming analyst bandwidth and arriving too late to inform strategy.
• 04No standardized KPIs across the school network — making cross-school benchmarking and best-practice identification impossible.

The Solution

We architected a unified Data Warehouse that serves as the single source of truth across the entire school network — integrating school-level ERP data, finance systems, and student outcome records into a normalized, governed data model. The warehouse was designed for the dual audience of edtech leadership: operational teams tracking day-to-day student engagement and academic performance, and executive leadership tracking financial health, unit economics, and growth metrics for board and investor reporting. A secure, role-based Tableau monitoring dashboard was built on top, with views tailored to each stakeholder's decision context — from school-level principals to the CEO and board.

• 01Consolidated school-level ERPs and legacy finance systems.
• 02Architected a unified Data Warehouse for strategic planning.
• 03Built a secure, private Tableau dashboard for leadership monitoring.
• 04Implemented in-depth KPI consulting across all organization levels.
• 05Role-based access control ensuring school-level data privacy while enabling network-wide aggregation for leadership.
• 06Investor-ready reporting layer — always-current metrics replacing quarterly manual assembly.

The Impact

The transformation from manual spreadsheets to real-time BI enabled leadership to act with speed and confidence on both student learning outcomes and business performance. Board and investor reporting shifted from a quarterly scramble to an always-ready capability — leadership could generate investor-grade reports in minutes rather than weeks. Cross-school benchmarking became possible for the first time, surfacing best practices from high-performing schools and identifying underperforming units that needed targeted intervention. The analytical backbone established during the engagement became a permanent organizational asset — scaling with the company as it continued to grow its school network.

• 01Shifted from vanity metrics to decision-grade intelligence.
• 02Surfaced predictive insights into student learning and financial performance.
• 03Established a permanent analytical backbone for sustainable growth.
• 04Board and investor reporting reduced from weeks of manual preparation to minutes of dashboard access.
• 05Cross-school benchmarking enabled — identifying best practices from top performers and targeting underperforming units for intervention.
• 06KPI standardization across the network enabling data-driven decisions on school expansion, curriculum investment, and resource allocation.