Confidential UK Bank: Platform Design & PoC
The Challenge
A major UK bank was exploring a new AI-enhanced platform for internal risk management. They needed expert guidance to define the platform architecture and validate the concept through a focused proof of concept before committing to full-scale development.
Our Approach
We led a comprehensive discovery and PoC delivery programme:
- Discovery & Requirements: We conducted stakeholder workshops to define business requirements, technical constraints, and success criteria for the platform.
- Architecture & Design: We developed a detailed platform architecture incorporating AI capabilities, security controls, and integration points with existing systems.
- PoC Development & Validation: We built a working proof of concept demonstrating key platform capabilities and AI-driven risk assessment features.
Key Features
AI Risk Assessment
Intelligent risk scoring using machine learning models trained on historical data.
Enhanced Security
Multi-layered security architecture with role-based access and encryption.
Real-time Analytics
Live dashboards and reporting for instantaneous risk visibility.
Seamless Integration
APIs and connectors for existing bank systems and data sources.
The Results
The PoC successfully demonstrated the viability of the AI-enhanced risk management platform. It provided clear evidence of potential efficiency gains and risk reduction capabilities, enabling the bank to make an informed decision about proceeding with full development.
Projected efficiency improvement
Months to PoC delivery
Full development approval secured
Risk management processes optimized
Testimonial
"M2N.IO's expertise in both financial services and AI technology was invaluable. They guided us through a structured discovery process and delivered a compelling proof of concept that gave us confidence to proceed with the full platform development."
Related Case Studies
Sainsbury's Tech: Accelerating Engineering for Data Teams
How we helped Sainsbury's Platform Engineering group accelerate velocity through patterns and automation.
Read Case Study
Which?: PoC to Migrate Off Heroku
How we created a proof of concept migration pathway from Heroku to AWS, enabling Which? to regain control over infrastructure.
Read Case StudyNeed expert guidance on your AI platform?
Let's discuss how we can help you design, validate, and build your AI-enhanced platform.