Case Study: Turning 5 Hours of Manual Data Entry into 15 Minutes

How a human-led, AI-powered workflow eliminated administrative bloat for a regional financial administrator.

The Background

Advisors Ops recently worked with a regional Treasurer and Pastor to test our human-led data extraction workflow. In addition to managing a congregation, this individual handles the bookkeeping and financial administration for a network of 47 local churches. This role requires high accuracy, strict organization, and a significant amount of time spent on back-office operations.

The Challenge

The organization needed to digitize a master list of addresses for all 47 churches to update their internal database and print mailing labels. The only place this information existed was in a printed local newspaper.

Traditionally, this meant an administrator would spend hours reading the paper, manually typing every address into Excel, and then reformatting that data into a separate document for printing labels. We estimated this task would take a skilled administrator over 5 hours to complete, and it carried a high risk of typos or missed entries.

Our Approach

Instead of manual data entry, we applied our core workflow philosophy: The AI does the drafting; the human does the approving.

1. We photographed the pages of the newspaper.
2. We used an AI vision and data-extraction tool to read the images and automatically organize the unstructured text into a clean, structured spreadsheet.
3. We generated a secondary list formatted specifically for mailing labels.

The Outcome

The Treasurer reviewed the spreadsheet, confirmed the accuracy, and had the mailing labels ready to print in under 15 minutes. What was projected to be a 5+ hour administrative headache was completed in a fraction of the time, with zero manual typing errors.

Why This Matters for Your Firm

This is the exact same workflow we apply to wealth management. Whether it is extracting data from 47 newspaper clippings or synthesizing 12 months of client meeting notes into a one-page brief, the principle is the same:

We use AI to eliminate the manual typing, but you (the human) remain the final approver.

You get back hours of billable time, and you never have to worry about the AI going rogue because you are always the last step in the process.

Ready to reclaim your time?

Schedule a brief, 15-minute conversation to see if automating your firm's administrative workflow makes sense.