OMS: Order Management System
AIFirst OMS is an industry-leading, AI-powered Order Management System that redefines financial software development and maintenance. Built with AI-augmented engineering and maintenance, it enables rapid, scalable, and production-ready solutions for complex enterprise trading operations.
Technology Stack
OMS: AI-First Order Management System
Case Study: AI Engineering & Maintenance Transformation
AIFirst OMS is a next-generation, AI-powered Order Management System (OMS) that redefines how complex financial software is built and maintained. Previously, building a top-tier TOMS (Trade Order Management System) took 5 years and a team of 20, resulting in a system handling $30B in trades monthly. With AI-enabled engineering, Hexaview delivered a production-ready, scalable OMS in just 8 months—an 87% reduction in time-to-market.
The Challenge
- Legacy approaches required years of effort, large teams, and manual processes.
- Complex enterprise requirements: rebalancing, compliance, microservices, and high scalability.
- Need for rapid, reliable, and maintainable solutions for 100+ customers.
The AI-Enabled Solution
- AI Pod: A cross-functional team using Vibe Coding and AI-augmented SDLC.
- HAKI AI Framework: Hexaview’s production-ready AI engineering platform.
- Human-in-the-loop: Engineers, prompts, and dashboards iteratively improved the system.
- Microservices Architecture: Scalable, maintainable, and ready for rapid deployment.
- AI-Driven Maintenance: Automated documentation, bug triage, and regression testing.
The Journey: From 60 to 8 Months
- AI-Enabled SDLC: 8 phases, 32 weeks, with confidence scores rising from 20% to 95%.
- Artifacts: PRDs, tech designs, prompts, architecture/system/guardrails/security docs.
- Continuous Integration: SonarQube, OWASP, and GitHub Actions for secure, automated deployments.
- Iterative Development: Real-time dashboard feedback, prompt-driven API and test generation.
- Maintenance Ready: Automated test case generation, bug fixing, and redeployment in 1/4th the time.
Key Features
- Portfolio Rebalancer: Built from scratch with AI, enabling complex, real-time rebalancing.
- Automated Documentation: AI-generated PRDs, tech specs, and test cases.
- Security & Compliance: Integrated security checks and audit trails.
- Rapid Bug Fixing: AI-assisted bug triage and regression testing.
- Human-in-the-loop: Engineers guide, review, and optimize AI outputs.
Maintenance Revolution: Vibe Maintenance
- Before: Manual KT, 8 weeks to understand and maintain legacy code.
- After: AI-generated documentation, 1 week to onboard, 4x faster bug fixes.
- Automated Acceptance Testing: 100+ test cases, rapid validation and deployment.
- Continuous Learning: KPIs tracked and improved with every iteration.
KPIs & Learnings
- 87% reduction in development time (5 years to 8 months)
- 4x faster maintenance cycles
- 95% confidence in delivery
- Human-in-the-loop ensures quality and compliance
- Scalable to 100+ customers, $30B+ in trades monthly
Implementation Options
SaaS Platform
- Quick deployment with cloud-native infrastructure
- Scalable pricing based on assets under management
- Continuous updates and compliance enhancements
Enterprise Solution
- On-premise deployment with full data sovereignty
- Custom integrations with existing trading systems and custodians
- Dedicated support and regulatory compliance assistance
Learn more: KPIs for AIFirst OMS: Redefining Financial Software Development with AI
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