Optimizing Data Extraction for Faster Turnaround and Cost Efficiency

Client Overview

A leading risk analytics firm relied heavily on data extraction to support reporting and decision-making. However, the organization’s manual PDF-to-Excel processes hindered efficiency, drove up costs, and slowed project delivery timelines.

Problem Statement

The client faced critical operational challenges:

• Manual PDF-to-Excel extraction was time-consuming and costly, reducing overall efficiency.
• Non-standardized data formats compromised reporting accuracy.
• Processing even three pages consumed up to eight hours, delaying project delivery.
• New resources required faster onboarding to adapt to workflows, further straining timelines.

Solution Provided

Decimal Point Analytics (DPA) implemented an automation-first approach to accelerate turnaround while maintaining accuracy:

• Deployed Python and Large Language Models (LLMs) to automate PDF-to-Excel data extraction.
• Established rigorous quality checks to ensure accuracy and data integrity.
• Designed a structured onboarding and role-specific training program for faster integration of new team members.
• Enhanced team coordination and workflow optimization, ensuring consistent delivery under tight deadlines.

Outcome

The engagement delivered substantial improvements:

• 98% accurate, high-quality data delivered consistently within deadlines.
• Reduced manual effort, lowering operational costs and freeing resources for higher-value tasks.
• Accelerated processing times, enabling faster project completion.
• Data validation process improved from T+5 to T+2 days, significantly reducing turnaround.
• Improved adaptability and efficiency of new resources through structured training.

Key Takeaway

By leveraging automation, AI-driven workflows, and structured training, the client transformed its data extraction process into a scalable, cost-efficient, and high-accuracy operation. The shift enabled faster delivery cycles, reduced costs, and improved confidence in reporting accuracy.

If your organization is still relying on manual data extraction, it’s time to accelerate efficiency with automation. Explore how Decimal Point Analytics can optimize your workflows.