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Capabilities

Frontier capability, deployed into real operations.

We don't sell slideware. Every discipline below runs live inside the companies we power.

Applied AI

Production machine learning, LLM systems, computer vision and optimization that run live operations — not demos.

We design, ship and operate models in production: demand forecasting, routing and pricing engines, document and vision AI, and retrieval-augmented assistants embedded directly into our products.

Applied Research

A research practice that turns frontier ideas into deployable advantage across the portfolio.

Our research team evaluates emerging methods, prototypes rapidly, and hardens what works into shared infrastructure every ARKS company can build on.

Product Engineering

Full-stack platforms, mobile apps and cloud infrastructure built to scale across markets.

From driver and customer apps to internal operating systems, we build resilient, secure software with a shared component library and a single deployment backbone.

Data & Platforms

Unified data, analytics and decision systems that give every company a real-time operating picture.

A common data platform connects mobility, energy, migration and wellness — powering dashboards, experimentation and the models that sit on top.

For investors & partners

Building the technology layer for a multi-sector group.

We work with select venture funds, family offices and operators who want exposure to an engine compounding advantage across mobility, energy, migration and wellness.