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Avaloka: The Fourth Paradigm of
Data Is Here

For decades, enterprises have struggled to extract meaningful insights from fragmented data systems. Avaloka ends the chase. It’s the first truly AI-native operating system designed for data transformation, machine learning, and experimentation powered by a dynamic network of autonomous digital collaborators.

Ask Questions in
Plain English

Avaloka constructs the AI models needed to answer.

Upload Your
Datasets

Avaloka delivers actionable intelligence not just visualizations.

Skip Weeks of Manual
Development

Avaloka’s coordinated digital workforce plans, builds, tests, and explains, all autonomously.

Cloud Native Intelligence Hub

A cloud native orchestration engine that powers a distributed team of intelligent AI services. Each service is modular, containerized, and API driven, enabling seamless integration and elastic scalability across any cloud environment.

Autonomous AI Services

  • Navigator – Strategizes the analytical journey and defines objectives.
  • Querysmith – Converts natural language into precise data queries.
  • Modeler – Simulates scenarios and builds predictive frameworks.
  • Builder – Executes code and automates workflows.
  • Analyst – Interprets results and translates them into business insights.

Enterprise-Grade Architecture

Avaloka’s MCP is built with the core principles of cloud-native AI systems:

  • Full Observability – Real-time logging, monitoring, and tracing across all workflows for transparency and performance tuning.
  • Model-Agnostic Execution – Supports TensorFlow, PyTorch, XGBoost, and custom frameworks. No vendor lock-in.
  • Agentic Intelligence – Autonomous coordination across agents enables self-directed planning, execution, and refinement.
  • Security & Compliance – Robust identity management, encrypted data flows, and audit ready governance ensure enterprise grade protection

Transform Your Data Ecosystem

  • With MCP, Avaloka evolves your data stack into a self orchestrating discovery engine  accelerating insights, reducing manual effort, and unlocking strategic intelligence at scale.

Core Engine: MCP (Master Control Program)

Core Engine: MCP (Master Control Program)

Planning Agent

Text2SQL Agent

Simulation Agent

Execution Agent

Interpretation Agent

Built for Every Industry Where
Intelligence Drives Impact

Avaloka is purpose built for sectors where real time decision making is a competitive advantage

Finance

Navigate markets, detect anomalies, and optimize portfolios with precision.

Healthcare

Accelerate diagnostics, personalize treatment, and streamline operations.

IoT

Harness sensor data for predictive maintenance and smart automation.

Logistics

Improve routing, demand forecasting, and supply chain visibility.

Manufacturing

Optimize production, reduce downtime, and enhance quality control.

Whether you’re managing data at the edge or scaling insights in the cloud, Avaloka adapts to your domain, delivering strategic intelligence at speed.