HighRadius
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HighRadius

Managed Services Partner — Autonomous Finance Platform

2024 Global 5 months 12 specialists

Project Overview

HighRadius, a leading FinTech company serving 1300+ enterprise clients with AI-powered autonomous finance solutions, engaged Vintiq as their Managed Services Partner to provide ongoing platform management, optimization, and 24/7 operational support.

Client Background

HighRadius is a global leader in autonomous finance software, providing AI-powered solutions for Order-to-Cash, Record-to-Report, Accounts Payable, Treasury & Risk, and B2B Payments. With 180+ AI Agents orchestrated on a single platform, they serve Fortune 500 companies worldwide. Headquartered in Houston, Texas with a major presence at Globe Life Field in Dallas, HighRadius has been recognized as a 3X Leader in Gartner Magic Quadrant for Invoice-to-Cash Applications.

The Challenge

As HighRadius scaled to serve 1300+ enterprise clients, their platform needed to handle increasingly complex financial workflows across multiple domains. The challenge was to enhance AI model accuracy for real-time financial predictions, optimize cloud infrastructure for processing millions of transactions daily, and build intelligent automation that could orchestrate end-to-end financial processes without human intervention. The platform needed to maintain 99.99% uptime while continuously learning and improving from new data patterns.

Project Details

Client
HighRadius
Industry
FinTech / Enterprise Finance
Service Area
AI & Data
Duration
5 months
Team Size
12 specialists
Region
Global

"Vintiq has been an exceptional Managed Services Partner. Their deep expertise in AI and cloud architecture ensures our autonomous finance platform runs at peak performance. Their team integrates seamlessly with ours for continuous optimization and support."

TL
Technology Leadership
HighRadius Engineering Team
Measurable Impact

Results That Speak

10%
DSO Reduction
improvement
50%
Idle Cash Reduction
decrease
30%
Financial Close Speed
faster
40%
Productivity Increase
improvement
180+
AI Agents
orchestrated
1300+
Enterprise Clients
served
Our Solution

How We Delivered

As HighRadius's Managed Services Partner, Vintiq provides comprehensive platform management and operational support. Our team handles ongoing ML model pipeline optimization for faster training and inference, managed NLP services for intelligent document processing, cloud infrastructure operations with scalable microservices architecture, and real-time analytics dashboards for monitoring AI agent performance across all product lines. We deliver 24/7 managed services ensuring platform reliability and continuous improvement.

Key Outcomes

10% Reduction in DSO
50% Reduction in Idle Cash
30% Faster Financial Close
40% Increase in Productivity
Project Approach

Phased Delivery Approach

Our structured methodology ensures predictable delivery with continuous stakeholder alignment.

01

Platform Assessment (Weeks 1-4)

Deep-dive analysis of existing AI models, infrastructure, and data pipelines across all product lines.

02

AI Model Optimization (Weeks 4-12)

Enhanced ML models for cash application, collections prediction, and fraud detection with improved accuracy and reduced inference time.

03

Cloud Architecture Enhancement (Weeks 8-16)

Optimized cloud-native infrastructure for handling peak transaction volumes with auto-scaling and cost optimization.

04

Integration & Testing (Weeks 14-20)

Rigorous testing across all product lines ensuring seamless integration with 50+ ERP systems and data sources.

Technology Stack

Technologies Used

PythonTensorFlowAWSKubernetesApache KafkaPostgreSQLRedisReactNode.jsElasticsearchDockerTerraform

"Vintiq has been an exceptional Managed Services Partner. Their deep expertise in AI and cloud architecture ensures our autonomous finance platform runs at peak performance. Their team integrates seamlessly with ours for continuous optimization and support."

TL
Technology Leadership
HighRadius Engineering Team