Telco-Grade Technology, Built for the Edge

Purpose-built infrastructure technology that turns telco edge assets into scalable, revenue-ready products.

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Swarmio Core: The Operating System for the Telco Edge

One control plane that orchestrates edge, MEC, data center, and cloud. Swarmio Core automates deployment and operations across heterogeneous infrastructure — with pricing, policy, and usage embedded in the platform.

Infrastructure exists. Revenue requires transformation. Swarmio Core converts telco assets into packaged, sellable edge products — across every vertical, every market.

Unified Global Control Plane: One control plane that orchestrates edge, MEC, data center, and cloud as a single system.

Unified Global Control Plane: One control plane that orchestrates edge, MEC, data center, and cloud as a single system.

Unified Global Control Plane: One control plane that orchestrates edge, MEC, data center, and cloud as a single system.

Zero-Touch Orchestration: Automates deployment and operations across heterogeneous infrastructure without manual intervention.

Zero-Touch Orchestration: Automates deployment and operations across heterogeneous infrastructure without manual intervention.

Zero-Touch Orchestration: Automates deployment and operations across heterogeneous infrastructure without manual intervention.

Built-In Monetization: Pricing, policy, and usage metering are embedded directly in the platform.

Built-In Monetization: Pricing, policy, and usage metering are embedded directly in the platform.

Built-In Monetization: Pricing, policy, and usage metering are embedded directly in the platform.

Multi-Vertical by Design: One Core supports Gaming, AI, Health, Fintech, and future verticals — no re-architecture required.

Multi-Vertical by Design: One Core supports Gaming, AI, Health, Fintech, and future verticals — no re-architecture required.

Multi-Vertical by Design: One Core supports Gaming, AI, Health, Fintech, and future verticals — no re-architecture required.

Capital-Efficient Scale: New verticals are added without large teams, heavy services work, or platform sprawl.

Capital-Efficient Scale: New verticals are added without large teams, heavy services work, or platform sprawl.

Capital-Efficient Scale: New verticals are added without large teams, heavy services work, or platform sprawl.

U.S. Patent 11,063,881 B1

U.S. Patent 11,063,881 B1

U.S. Patent 11,063,881 B1

Patented AI-driven orchestration that anticipates demand before it hits.

Swarmio's patented system uses deep learning to estimate network delay between any user and any edge node — without explicit measurements. It then applies reinforcement learning to select the optimal computing resource based on latency, capacity, and fairness. One-time training. Real-time decisions. Over 96% accuracy.

AI-Powered Delay Estimation

A trained deep learning model uses IP-derived features — geographic location, autonomous system, and network topology — to estimate latency between any user and any edge node in a fraction of a second, without requiring explicit network measurements.

AI-Powered Delay Estimation

A trained deep learning model uses IP-derived features — geographic location, autonomous system, and network topology — to estimate latency between any user and any edge node in a fraction of a second, without requiring explicit network measurements.

AI-Powered Delay Estimation

A trained deep learning model uses IP-derived features — geographic location, autonomous system, and network topology — to estimate latency between any user and any edge node in a fraction of a second, without requiring explicit network measurements.

Reinforcement Learning Selection

A Q-learning algorithm evaluates delay, capacity, and real-time conditions across all available computing resources — then selects the optimal node using a reward function designed for balanced, intelligent workload distribution.

Reinforcement Learning Selection

A Q-learning algorithm evaluates delay, capacity, and real-time conditions across all available computing resources — then selects the optimal node using a reward function designed for balanced, intelligent workload distribution.

Reinforcement Learning Selection

A Q-learning algorithm evaluates delay, capacity, and real-time conditions across all available computing resources — then selects the optimal node using a reward function designed for balanced, intelligent workload distribution.

Fairness-Aware Orchestration

Unlike conventional approaches that route to the nearest server, the patented system enforces bounded delay variance across all users — critical for applications like competitive gaming and real-time AI inference where milliseconds determine outcomes.

Fairness-Aware Orchestration

Unlike conventional approaches that route to the nearest server, the patented system enforces bounded delay variance across all users — critical for applications like competitive gaming and real-time AI inference where milliseconds determine outcomes.

Fairness-Aware Orchestration

Unlike conventional approaches that route to the nearest server, the patented system enforces bounded delay variance across all users — critical for applications like competitive gaming and real-time AI inference where milliseconds determine outcomes.

Platform Architecture

Platform Architecture

Platform Architecture

Cloud-native, secure by design, and built to run inside telco networks.

Swarmio's platform is built on a microservice architecture with containerized services, segregated datastores, and infrastructure that can be separated logically and physically — giving telcos full control over data residency and workload placement. Security is embedded across the entire lifecycle: from development through distribution, deployment, and runtime.

High Availability by Design

Stateless application design deployed across multiple availability zones with automated load balancing, auto-scaling, and cross-region replication for disaster recovery — ensuring continuous uptime with no single point of failure.

High Availability by Design

Stateless application design deployed across multiple availability zones with automated load balancing, auto-scaling, and cross-region replication for disaster recovery — ensuring continuous uptime with no single point of failure.

High Availability by Design

Stateless application design deployed across multiple availability zones with automated load balancing, auto-scaling, and cross-region replication for disaster recovery — ensuring continuous uptime with no single point of failure.

Security Across the Full Lifecycle

Security is injected at every phase: code integrity and IaC checks in development, cryptographic artifact signing in distribution, workload validation at deployment, and runtime enforcement with container isolation and hostile activity monitoring.

Security Across the Full Lifecycle

Security is injected at every phase: code integrity and IaC checks in development, cryptographic artifact signing in distribution, workload validation at deployment, and runtime enforcement with container isolation and hostile activity monitoring.

Security Across the Full Lifecycle

Security is injected at every phase: code integrity and IaC checks in development, cryptographic artifact signing in distribution, workload validation at deployment, and runtime enforcement with container isolation and hostile activity monitoring.

Flexible Deployment Models

Deploy on edge nodes hosted at third-party providers like Equinix, or directly inside the telco's own data centers — both connected via BGP peering to Swarmio's Global Edge Network. Kubernetes and Nomad orchestration with on-demand cloud bursting built in.

Flexible Deployment Models

Deploy on edge nodes hosted at third-party providers like Equinix, or directly inside the telco's own data centers — both connected via BGP peering to Swarmio's Global Edge Network. Kubernetes and Nomad orchestration with on-demand cloud bursting built in.

Flexible Deployment Models

Deploy on edge nodes hosted at third-party providers like Equinix, or directly inside the telco's own data centers — both connected via BGP peering to Swarmio's Global Edge Network. Kubernetes and Nomad orchestration with on-demand cloud bursting built in.

Woman holding a smartphone looking through the glass

Purpose-Built for Telco Environments

Engineered for the telco edge.

Designed from the ground up to align with latency, sovereignty, governance, and billing realities — not retrofitted from enterprise or gaming platforms.

Woman holding a smartphone looking through the glass

Purpose-Built for Telco Environments

Engineered for the telco edge.

Designed from the ground up to align with latency, sovereignty, governance, and billing realities — not retrofitted from enterprise or gaming platforms.

Woman holding a smartphone looking through the glass

Purpose-Built for Telco Environments

Engineered for the telco edge.

Designed from the ground up to align with latency, sovereignty, governance, and billing realities — not retrofitted from enterprise or gaming platforms.

Man with a laptop walking to a store

Infrastructure to Products

Your assets. Packaged. Priced. Sellable.

Swarmio Core productizes existing edge infrastructure into revenue-ready services that telcos can launch and scale repeatedly — without long internal build cycles.

Man with a laptop walking to a store

Infrastructure to Products

Your assets. Packaged. Priced. Sellable.

Swarmio Core productizes existing edge infrastructure into revenue-ready services that telcos can launch and scale repeatedly — without long internal build cycles.

Man with a laptop walking to a store

Infrastructure to Products

Your assets. Packaged. Priced. Sellable.

Swarmio Core productizes existing edge infrastructure into revenue-ready services that telcos can launch and scale repeatedly — without long internal build cycles.

A desk with a laptop and an employee badge laying on top of it.

Capital-Efficient Scale

One deployment. Many verticals. No rebuild.

A single Swarmio Core instance supports multiple sites and solutions — enabling growth without re-architecture, new teams, or platform sprawl.

A desk with a laptop and an employee badge laying on top of it.

Capital-Efficient Scale

One deployment. Many verticals. No rebuild.

A single Swarmio Core instance supports multiple sites and solutions — enabling growth without re-architecture, new teams, or platform sprawl.

A desk with a laptop and an employee badge laying on top of it.

Capital-Efficient Scale

One deployment. Many verticals. No rebuild.

A single Swarmio Core instance supports multiple sites and solutions — enabling growth without re-architecture, new teams, or platform sprawl.