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Discovery & Prototyping

Shape the right solutions from day one with roadmapping & experience design.

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MAS Compass™: AI & Tech Discovery, Value Roadmap Design

Explore your organization’s current state & identify potential applications of AI and other emerging technologies. Understand your business challenges, data availability, technical capabilities, and how AI can create new opportunities.

Translate these discoveries into a strategic plan, outlining specific AI initiatives, their expected business benefits, and the steps required for implementation. Prioritize projects based on their potential impact and feasibility, ensuring alignment with your overall business objectives.

Quickly create sketches, wireframes, and interactive mockups to test concepts with users before investing heavily in development. Go from low-fidelity to high-fidelity prototypes to finalize the User Experience definition.

Provide the necessary resources, processes, knowledge, and support to optimize the flow of value from ideation to delivery and beyond. Ensure key roles and teams are empowered to efficiently and effectively build, launch, and maintain products.

Testimonial

AI Credit Scoring & Agricultural Yield Prediction

“This partnership also enabled us to deliver an innovative AI and ML solution that leverages alternative data (such as satellite, behavioral, demographic, and agricultural) to assess farmers’ credit and predict farm yields. By integrating advanced Machine Learning with expertise in credit risk, we’ve established a robust system that helps us manage risk effectively and maintain a healthy credit portfolio.”

CEO & Head of Technology

Challenge

Traditional credit scoring models failed to account for the complex variables influencing small farm performance, such as weather volatility, soil conditions, and access to resources.

Solution

Custom machine learning (ML) and artificial intelligence (AI) models: one for predicting harvest success and another for assessing credit risk.

Result

  • Improved yield prediction accuracy enabled smarter capacity planning
  • Reduced credit default risk by using AI and alternative data to assess creditworthiness
  • Strengthened the institution’s ability to manage its credit portfolio sustainably
  • Delivered measurable social impact by extending access to financing for underserved farmers

Global
Investment Firm

Testimonial

Custom LLM Solution for Secure Data Access

“It was no small feat to get through a challenging body of work from design to development completion in a short timeframe and in a complex ecosystem that was new to MAS Global”

Managing Director

“MAS Global went over and above our expectations and contributed to improving the general design and quality of our overall code base.”

Vice President

Challenge

Fragmented Information & Workflow Gaps

  • Challenges in filtering data specific to each fund without exposing or accessing information from other funds, ensuring full privacy
  • Difficult to test and trust system responses.

Solution

  • Automated SQL Permissions for secure, dynamic, role-based data access
  • Input/Output Caching to support flexible testing (mock LLM, data, or both)
  • Flexible Evaluation Module for each component (LLM-as-a-judge, custom metrics, standard metrics like F1 score)
  • Connector Optimizations to boost performance

Result

  • Secure and dynamic role-based access to sensitive data across multiple investment funds
  • Easier and more reliable testing environment using flexible I/O caching
  • Improved LLM output evaluation through advanced scoring and feedback loops
  • Better overall system stability and reduced risk during AI development

Global Financial
Services Powerhouse

Testimonial

Business System Modernization

“I appreciate the cooperation that each MAS Global team member displayed under such strenuous conditions making the workflow simple and easy.”

VP of OPT BPA-Card

“The system is just perfect.”

CDFO Leadership

Challenge

Increased risk due to outdated system used to submit potential fraud issues, track & correct errors and process cross-business functions.

Solution

Seamless transition to a new data center while upgrading core application code.

Result

  • Over 1,100 business users successfully transitioned to the new system
  • Significant time savings due to enhanced performance and responsiveness
  • Improved system security and increased resilience across the platform
  • A scalable foundation laid for future modernization efforts

World-leading
Polymer Producer

Testimonial

Analytics Infrastructure Modernization

“They were flexible in supporting our key objectives that delivered value.”

Sr Manager Data Analytics

Challenge

Low adoption & outdated database infrastructure preventing an efficient reporting.

Solution

  • Data architecture design: defined Snowflake structure & permissions
  • Data Migration: migrated reports by repointing Azure SQL MI connection
  • Report refresh resolution: change of ODBC adapter after stress test emulation
  • Automated testing: defined & implemented test framework
  • Training: improved the reporting usefulness & visibility by levelling knowledge

Result

  • 500+ reports migrated successfully to Snowflake
  • From 0 to 300+ automated test cases
  • 6X performance improvement
  • Improved data governance & increased user adoption

Let’s deliver your new business solution!

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