AI Success Story: Pontera & Opsfleet

Delivering Secure, AI-Driven Order Validation for Financial Institutions.

The Client

In the highly regulated financial services sector, institutional clients demand absolute precision and uncompromising data privacy. Pontera, a leader in fintech, partnered with Opsfleet to develop an AI-powered Order Review Tool.

Location

New York, NY

Industry

FinTech / Wealth Management AI Technology

Main Technologies

Date of Project

Problem

The Challenge

Meeting Client Expectations for Accuracy

As institutional trade volumes grew, the manual process of cross-referencing order execution summaries with internal records became a bottleneck:

Manual Error Mitigation: Reducing the risk of human error during the manual order submission process to ensure trade integrity.
Operational Velocity: Eliminating the time-intensive nature of manual document reviews.
Diverse Document Standards: Supporting 20+ different Financial Institutions (FIs), each with unique PDF formats and specific validation checklists.
Zero-Trust Data Privacy: Protecting sensitive customer information through advanced redaction before any AI analysis occurs.

What we’ve done

The Solution

A Client-Centric AI Architecture

Opsfleet engineered a cloud-native, microservices architecture on AWS that automates the end-to-end validation lifecycle while maintaining the highest security standards.

1. Privacy-First PII Redaction

To ensure data never leaves the secure perimeter, a serverless PII Cleaner (AWS Lambda) automatically intercepts document uploads.

AI-Driven Protection: Utilizing AWS Comprehend to detect and redact names, addresses, and account details.
Structure Preservation: Maintaining the original document layout to ensure the audit trail remains intact.

2. Intelligent Reviewer Agent

The core of the system is a containerized Reviewer Agent powered by AWS Bedrock (Claude).

Automated Compliance: Documents are validated against specific regulatory requirements and business rules in real-time.
Cross-Reference Accuracy: The AI compares PDF content directly with database records for precise verification.
Financial Integrity: The agent performs sophisticated numerical calculations and sum verifications to catch discrepancies instantly.

Technology Stack

AI/ML

AWS Bedrock (Claude), AWS Comprehend

Compute

AWS Lambda (Serverless), AWS ECS (Containerized)

API

FastAPI for RESTful integration

Storage

Amazon S3, Amazon RDS (MySQL)

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Results

The Outcome

Efficiency and Institutional Security

The Order Review Tool has redefined how Pontera validates trades for its clients:

95% Reduction in Review Time: The entire review process—from document discovery to report generation—is completed in under 1 minute.
100% PII Redaction Integrity: All sensitive data is filtered and redacted before AI processing, ensuring compliance with strict financial privacy regulations.
Enhanced Security Delivery: Detailed validation reports are shared via secure, time-limited S3 presigned URLs (2-hour expiry), ensuring that only authorized users can view the results.
Full Audit Traceability: Maintains 100% traceability by logging all prompts and outputs for key decision explainability.

Final Thoughts

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