Enterprise REST gateway for AI-powered fraud and risk evaluations, exposing secure APIs for transaction scoring and model metadata retrieval.

Fintech, Fraud Detection, REST API

Duration

1 Year

Year

2024

Region

USA

AI Restful Service is a Spring Boot service layer that standardizes how external systems request fraud and model evaluations. It centralizes security, request validation, and response handling for AI-driven transaction workflows.

The service integrates with downstream AI components for model evaluation, bank transfer risk checks, and model information lookup, enabling a consistent and scalable API experience for enterprise payment platforms.

Problems

Legacy integrations lacked a unified, secure API contract for AI evaluation requests.

Opportunities

Create a single, reusable service entry point for fraud/risk decisioning across channels.

Solutions

Built OAuth2-secured Spring REST controllers for evaluation and model-info endpoints with production-ready logging and validation.

Future Trends

Expand toward API versioning, adaptive throttling, and real-time model governance hooks.

Our Projects

AI Fraud Engine

End-to-end fraud analytics platform for training, evaluating, and serving transaction fraud predictions in online and offline modes.

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NLP Web Service

Django REST web service for call-quality evaluation and historical evaluation retrieval using NLP engine integrations.

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NLP Processing Framework

Modular NLP framework covering preprocessing, feature engineering, and vectorization for conversation and text analytics.

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Model Serving Platform

Containerized Python model-serving stack for specialized vision/NLP handlers such as MICR, signature, and verbiage detection.

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Model Inference Service

Real-time inference API service for invoking deployed AI models with resilient, enterprise-ready request handling.

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Financial Verification Suite (FVS)

AI-powered computer vision platform for check/image verification including signature, MICR, amount, date, and verbiage analysis.

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Successful Project Deliveries

Highlighting some of our most impactful and innovative solutions

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