The Client

A mid-size registered investment advisor (RIA) managing approximately $800 million in assets across 200+ client portfolios. The firm prides itself on personalized service and sophisticated investment strategies, but was struggling to scale operations efficiently.

With a team of 12 (including 6 client-facing advisors and analysts), every hour spent on administrative tasks was an hour not spent on client relationships or investment research.

The Challenge

The firm's analysts were spending the majority of their time on data preparation instead of analysis and client engagement. The quarterly reporting cycle had become a dreaded bottleneck.

🏦

5 Different Custodian Platforms

Client assets were held across Schwab, Fidelity, Pershing, TD Ameritrade, and a smaller regional custodian—each with different data formats and export capabilities.

📊

Manual Excel Calculations

Performance calculations, benchmark comparisons, and attribution analysis were done manually in Excel, creating opportunities for errors.

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2-Week Report Turnaround

Quarterly client reports took nearly two weeks to produce, meaning clients received outdated information well after quarter-end.

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60% Time on Data Prep

Highly-paid analysts were spending more than half their time on data manipulation rather than value-added analysis.

Our Solution

We built an automated data integration and reporting system that pulls data from all custodians and generates client-ready reports with minimal manual intervention.

Automated Data Integration

We developed custom integrations with each custodian platform, pulling position data, transaction history, and account information automatically on a daily basis:

  • API connections for custodians with modern interfaces
  • Secure file-based integrations for legacy systems
  • Automated data validation and reconciliation
  • Standardized data model normalizing all custodian formats

Performance Calculation Engine

We built a robust calculation engine that handles:

  • Time-weighted and money-weighted returns
  • Benchmark comparisons against multiple indices
  • Attribution analysis by asset class and sector
  • Fee-adjusted net returns

One-Click Report Generation

The crown jewel of the solution: a reporting system that generates polished, client-ready PDF reports with a single click. Reports are customized per client but generated automatically, including:

  • Performance summary with comparisons to benchmarks
  • Holdings breakdown by asset class, sector, and security
  • Transaction summary for the period
  • Market commentary (editable template)

The Results

The impact on the firm's operations was transformative:

40 hrs

Saved Per Week

What previously required 40+ hours of manual data work each week now happens automatically overnight.

2 wks → 2 days

Report Turnaround

Quarterly reports that took nearly two weeks are now ready within two business days of quarter-end.

Zero

Manual Data Errors

Automated calculations and validation have eliminated the data errors that previously required embarrassing client corrections.

3x

More Client-Facing Time

Analysts now spend their time on client calls, portfolio analysis, and investment research—the work they were hired to do.

"Our analysts are finally doing what we hired them to do—analyze and advise clients—instead of wrestling with spreadsheets. The system paid for itself within the first quarter, and our clients have noticed the improvement in responsiveness."
Managing Partner Investment Management Firm

Unexpected Benefits

Beyond the core efficiency gains, the automation has enabled capabilities the firm hadn't anticipated:

  • On-demand reporting: Clients can now request updated reports anytime, not just quarterly.
  • Scalability: The firm has added 30 new client relationships without adding operations staff.
  • Compliance confidence: Automated audit trails and calculation documentation simplify regulatory examinations.
  • Business intelligence: Aggregated data across all portfolios enables firm-wide analytics that inform investment decisions.