Artificial Intelligence

Automating High-Quality OPA Reports with Generative AI

Streamline OPA Reporting with Generative AI

Enhancing Efficiency in OPA Report Creation with AI

Financial institutions must ensure consistent and accurate reporting for regulatory and internal validation. The creation of Operational Process Assessment (OPA) reports is essential to maintain transparency and compliance, but manual report generation is often time-consuming and prone to inconsistencies. The Risk Analyst Co-Pilot leverages AI to automate OPA report generation, reducing manual efforts while enhancing report quality and consistency, thereby enabling institutions to focus resources on more strategic tasks.

Problem Statement ​

Manual Report Generation

Financial institutions must generate high-quality OPA reports from a wide range of data points, matching the expected standards of human-written reports. This process often involves extensive manual work, followed by sponsor review and validation. 

Time-Consuming Process

The manual generation of OPA reports is labor-intensive and slow, requiring significant time for both report creation and review. 

Inconsistent Quality

Ensuring the quality and consistency of manually written reports can be challenging, leading to discrepancies and potential compliance risks. 

Manual Review Dependency

The reliance on sponsor reviews for quality assurance further extends the timeline and increases the burden on human reviewers. 

Solution Overview 

The Risk Analyst Co-Pilot uses AI to generate high-quality OPA reports automatically. By inputting data points, users receive a draft report that meets regulatory standards, allowing for quicker review and streamlined workflows. This AI-powered tool ensures a consistent format and high-quality output, freeing up resources from repetitive tasks and reducing report creation timelines.

Key Features 

Application
Developed using Azure OpenAI (GPT-4O/Turbo), the Co-Pilot generates AI-driven draft OPA reports based on user-provided data points. 
Input/Output
  • Users input relevant data points through the system interface.
  • he Co-Pilot generates a high-quality draft OPA report, formatted and structured to meet compliance standards.
  • The report is output in a downloadable Word document.
Process:
  • Using prompt engineering and AI agents, the Co-Pilot extracts content from data sources and transforms the provided data into a cohesive, high-quality OPA report.
  • The application integrates chat-based interaction to further refine and customize the report content.
Guardrails
To ensure data security, all input and output data is masked and encrypted before being processed by the LLM. 

Technology Stack

  • Azure OpenAI (GPT-4O)
  • Langchain
  • FastAPI
  • AngularJS
  • Red Hat OpenShift
  • HashiCorp Vault (for encryption and data security)

Benefits

High-Quality AI-Generated OPA Reports

The Co-Pilot produces near-final drafts of OPA reports, significantly reducing the need for human correction and intervention. 

Significant Time Savings

Automating the report generation process dramatically reduces the time required for report creation, enabling faster review and compliance workflows.

Improved Consistency and Accuracy

By eliminating human variability, the Co-Pilot ensures consistent, accurate reports that meet regulatory and internal validation standards. 

Contact us

We Measure the Success by the value delivered to Your End Users

We’re happy to answer any questions and help you determine which of our capabilities best fits your needs. 

Contact : 614-356-8153 
Email : info@dataeconomy.io 
Your benefits:
  • Speed to Market
  • Deep Domain Expertise
  • Competitive Pricing
  • Results-Driven
  • Delivery Assurance
  • Low TCO
What happens next?
1

We schedule a call at your convenience 

2

We do a discovery and consulting meeting 

3

We prepare a proposal 

Let's Connect