How Vantage Capital Cut Report Generation from 3 Days to 40 Minutes

The Challenge

Vantage Capital Advisors, a registered investment advisory firm managing $4.2B in assets across 85 advisors, produced quarterly client reports that were a logistical ordeal. Analysts manually pulled data from six separate platforms, formatted it in Excel, applied compliance formatting by hand, and reviewed every output before it went to clients.

Each report took four to six hours to produce. With 340 clients, that meant three full days of all-hands effort every quarter, with the entire advisory team locked in production mode instead of serving clients. The process was also error-prone, with compliance review catching inconsistencies regularly.

The Solution

Majoto built an AI report generation engine that integrates live data feeds from all six platforms into a single pipeline. When a reporting cycle begins, the engine pulls current portfolio data, applies the firm's proprietary formatting rules and compliance overlays, and generates a polished draft PDF, complete with narrative commentary generated from the underlying numbers.

Any value that falls outside expected ranges or triggers a compliance flag is surfaced for human review with full context. Advisors see a clean exception queue rather than reviewing 340 reports from scratch. The output is indistinguishable from hand-crafted reports, and consistently more accurate.

The Results

• Quarterly reporting cycle reduced from 3 days to 40 minutes
• $2.1M in analyst time recaptured annually
• Zero compliance flags missed across 6 reporting cycles
• Advisors freed to focus on client relationships instead of production work