Introduction to meshx Foundation

The first Decision Intelligence Platform designed for the age of AI

The Challenge: Organizations Are Drowning in Data Chaos

Teams waste 80% of their time finding and preparing data across fragmented systems instead of generating insights. AI initiatives stall before reaching production. Data remains trapped in silos while critical business decisions wait.

Core Value Proposition

Our Foundation platform features a federated data operating system with built-in governance for AI model training and inference. With meshX, organizations of any size can quickly and confidently deploy policy-compliant AI solutions to business users, scaling easily as adoption grows.

How Foundation Delivers Value

Connect Faster, Integrate Smarter, Deliver Sooner

• 600+ pre-built connectors eliminate data silos without replatforming

• Automated data workflows with built-in quality controls and lineage tracking

• Reusable Data Products transform raw data into governed, discoverable APIs

Transform Data into Intelligent, Connected Knowledge

• AI-powered ontology creation automatically maps data to business concepts

• Semantic search enables natural language data discovery

• Knowledge graphs provide context that dramatically improves AI model accuracy

From Exploration to Business Value in Record Time

• Self-service data discovery for business users—no technical skills required

• Agent-powered data preparation that removes team capacity bottlenecks

• Data contracts ensure transparency between producers and consumers

Deploy, Monitor, and Scale AI with Confidence

• Automated MLOps pipeline with complete model lifecycle management

• Host your own LLMs for complete data sovereignty and compliance

• Model monitoring with drift detection and automated retraining workflows

Complete Visibility and Control over your Data and AI Ecosystem

• Federated governance combines centralized rules with domain-specific policies

• Complete audit trails with automated compliance reporting

• Data lineage tracking from source to consumption for increased explainability

Enterprise-grade Administration and Configuration

• Multi-tenant architecture with secure isolation between organizational units

• Customizable role-based access control with enterprise SSO integration

• Private deployment ensures tight network controls and protects data sovereignty

Key Differentiators

AI-Native

Embedded AI agents act as your 24/7 data team—automatically creating data products, ensuring quality, and managing compliance. From hosting enterprise LLMs to automating MLOps, we make AI work for you, not against you.

Future-Proof Architecture

Our open API platform works with any technology or system, removes vendor lock-in and enables federated governance for increased scalability.

Zero to value in 7 days

With our focused implementation approach, we can deliver meaningful project insights and tangible results in as little as 7 days, allowing you to quickly validate the power of our solutions before scaling across your entire portfolio.

Battle-Tested in GCC

Proven on the world's first cognitive city, mission-critical industries and government-owned organisations. Foundation maintains complete sovereignty for regulated industries.

MeshX's Mission

We are a technology company born in the age of AI. Our mission is to empower organisations to harness the power of AI to reimagine the way they operate; bridging the gap between AI’s potential and the practical, secure application of that technology within complex business environments.