MAS Compass

Why 70% of digital initiatives fail?

Misalignment. Scope creep.

Tech-first thinking without a clear problem definition.

What is MAS Compass?

MAS Compass Discovery is your strategic fast-start.

A 2–4 week structured engagement to align your team, validate your vision,

and launch a roadmap that delivers real business value — before you write a single line of code.

Delivered by a cross-functional team of:

Product Strategist
UX Designer
Technical Architect
Delivery Lead

Accelerated by AI. Led by Experts.

We use AI-enhanced tools to move faster and go deeper:

Interview synthesis to surface patterns and gaps
Automated assumption mapping
AI-assisted prototyping and forecasting
Hidden risk and bias detection

Result: Weeks of analysis and alignment — compressed into days.

What you walk away with.

Product Vision & Success Metrics
Market & Business Validation
User Personas & Journey Maps
Concept Prototype
Technical Feasibility & Risk Map
Prioritized MVP Backlog
Stream 1 Kickoff Plan
Ways of Working Framework

All the clarity you need to build with speed and confidence.

Who it’s for?

Mid-market and enterprise teams launching AI, data, platform, or product initiatives
CTOs, CPOs, Innovation Leads, or Transformation Sponsors
Companies who want clarity, alignment, and velocity before building

Choose the Right Compass.

Package	Who it’s for	Duration
Compass Fast track	Leaders who need rapid alignment on vision, scope, and to identify high-impact opportunities (e.g., prioritized AI use cases)	2 days
Compass Greenlight	Sponsors seeking to confirm requirements, scope, feasibility, and budget for funding approval	2 wks
Compass Masterplan	Organizations ready to go from idea to execution with minimal ramp-up in delivery.	4 wks

Book a Compass Briefing

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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