Data Foundations
In a world driven by data, your business’s success depends on how well you harness, structure, and secure that data. Data Foundations is the core of our consulting services, designed to help you assemble and organize your data as the bedrock of enterprise knowledge. Whether you're modernizing legacy systems, unifying fragmented data, or preparing for advanced analytics and AI - Data Foundations positions your organization for sustainable growth and innovation.
What we deliver through data foundations

Enterprise Data Strategy & Architecture
Align your data vision with your business goals. We craft forward-thinking data strategies and scalable architectures that unify silos, reduce risk, and boost agility.

Data Governance, Quality & Security
Data is only powerful if it’s trusted. We implement governance frameworks that ensure your data is accurate, compliant, and secure, built to support enterprise AI and analytics responsibly.

Data Lakes & Lakehouses
Combine the flexibility of data lakes with the performance of warehouses to enable cost-effective storage, real-time analytics, and AI readiness.

Data WarehouseS
Empower business users with reliable, high-performance access to structured data. We design and optimize modern data warehouses that drive operational reporting and business intelligence.

Systems deployment & Integration
Successful data strategy hinges on seamless application implementation. We ensure technologies work in harmony across your ecosystem, accelerating value and minimizing disruption.
Technical capabilities
ETL and Data Pipelines
Hevo, Fivetran, Apache Airflow, dbt
Cloud Data Platforms
AWS Redshift, Snowflake, Azure Synapse
Data Lake & Lakehouse Architecture
AWS S3, Azure Data Lake Storage (ADLS), GCP, Delta Lake, Databricks
Data Governance Frameworks
Collibra, Alation, custom policy engines
Master Data Management (MDM) Systems
Data Modeling and Schema Design
Metadata Management & Data Catalogs
Secure API & System Integration
MuleSoft, AWS AppFlow












































Insights That Build Better Products
Selected work
Highlights from recent client projects.

T&D Disruption Warning Solution for a Multinational Energy Company
Discover how MGP mitigates operational disruptions for multinational service providers using advanced predictive analytics and AI-driven insights.
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Predictive Analytics for Data Center Water Supply Disruptions
Discover how Mahusai Global Partners implemented advanced monitoring and predictive analytics to prevent water supply disruptions in data centers.
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Economic Oil Well Production Decision Modeling for a Multinational Energy Company
Discover how a cloud-based economic modeling platform improved decision-making speed, collaboration, and compliance for a multinational oil and gas client.
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Materials Management AI Digital Twin Co-Pilot for a Global Energy Co
Discover how MGPs AI Digital Twin Co-Pilot revolutionized material management for a petroleum company, enhancing supply chain reliability & profitability.
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Data-Driven Business Intelligence Platform for The Net Return
Mahusai Global Partners transformed The Net Return’s fragmented e-commerce data into a single source of truth, delivering real-time profitability insights and empowering faster, smarter decisions that drive growth.
Show moreExecution, not just advice. Products, not just plans.
Mahusai Global Partners (MGP) helps enterprises modernize, integrate systems, and leverage AI-driven insights—while also guiding startups from concept to scalable digital products. Our global team pairs deep technical expertise with a partnership-first mindset to deliver outcomes faster and with less overhead than traditional consultancies.
Professionals in over 6 countries
Years in business
Solutions delivered
You Know Where You Want to Go. We’ll Help You Get There.
We design, build, and support custom software and data solutions with startup speed and enterprise-grade reliability.

FAQs
Our Data Foundations practice helps organizations build the underlying architecture, integrations, and governance models necessary to turn raw, fragmented data into trusted, actionable insight. We focus on modernizing how data is collected, organized, enriched, and made ready for analytics, AI, and operational use.
We help clients eliminate manual reporting, break down data silos, and fix unreliable or inconsistent metrics. If your teams are spending more time compiling reports than analyzing them—or if executives can’t trust the numbers—they need a stronger data foundation.
Engagements typically include:
- Data source discovery and mapping
- Architecture design (data warehouse, lake, or lakehouse)
- ETL/ELT pipeline development
- Data quality and governance framework
- Analytics layer and dashboard setup
We’re technology-agnostic but experienced with platforms like AWS Redshift, Snowflake, Databricks, and Google BigQuery for data warehousing. For data integration, we use Hevo, Fivetran, AWS Glue, Airbyte, and dbt. For visualization, we support AWS QuickSight, Tableau, Looker, Power BI, and more.
Absolutely. We routinely integrate platforms like Shopify, QuickBooks, HubSpot, Salesforce, SAP, NetSuite, Google Analytics, and legacy systems. Our goal is to unify data across your stack and eliminate the need for spreadsheet-driven workarounds.
AI is only as good as the data beneath it. Our Data Foundations work lays the groundwork for machine learning, predictive analytics, and AI-powered automation by creating clean, structured, well-governed datasets that are ready for model training and real-time insights.
Most projects range from 6 to 12 weeks depending on complexity. We start with a focused scope—typically a few key systems and use cases—and deliver value fast, while laying a scalable foundation for future expansion.
We don’t just stand up infrastructure—we align data strategy with business goals. Our consultants are fluent in both technology and business operations, which means we deliver solutions that are technically sound and deeply relevant to your day-to-day decisions.
Yes. We offer ongoing support, optimization, and expansion services. Whether you need help onboarding new data sources, improving performance, or extending your data model for new analytics use cases, we grow with you.