Swarm Intelligence · Edge Autonomy · Zero-Trust Networks

Autonomous
Swarm
at the Edge

Ruggedized hardware and decentralized mesh networking for next-generation collaborative autonomy. Built from the ground up for contested, communication-degraded environments.

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3+
Swarm Configurations
<20ms
Node Re-Sync Latency
100%
On-Device AI Inference
0-Trust
Network Architecture

Three Pillars of
Resilient Autonomy

Every Veles system is engineered around a single constraint: it must continue operating when the network goes dark, the GPS disappears, and the adversary is actively hunting your signals. Our platform solves for that — nothing less.

01

Edge-Optimized Hardware

SWaP-C focused compute modules bring localized AI and complex flight algorithms directly to the airframe. No dependency on cloud infrastructure — intelligence lives at the node.

02

Decentralized Swarm Logic

Self-healing mesh networks allow autonomous units to communicate, coordinate, and adapt in real-time without a central controller. Node loss triggers instant rerouting — the mission continues.

03

Zero-Trust Architecture

Cryptographically secured data links built into every layer. Compromised nodes are isolated instantaneously, maintaining operational security even when part of the swarm is captured or jammed.

CIVILIAN // S&R MODE
NODES: 5 ACTIVE · COVERAGE: 87% · SIGNAL: MESH

Civilian
Search &
Rescue

When minutes matter, swarms find what individual units miss. Veles systems deploy rapidly in wilderness, disaster, and maritime environments — coordinating autonomous coverage patterns without reliance on cellular or GPS infrastructure.

  • Autonomous area coverage with dynamic task redistribution
  • IR, optical, and acoustic sensor fusion at the edge
  • Operates in GPS-denied and comms-degraded terrain
  • Rapid deployment — airborne within minutes of arrival
  • Real-time relay of survivor location to incident command
  • Designed for integration with existing emergency management systems
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TACTICAL // GROUND COMBAT
SWARM: ACTIVE · THREATS: 3 DETECTED · COMMS: MESH

Ground
Combat
Operations

Modern ground combat demands persistent surveillance, multi-domain coordination, and resilience under active electronic warfare. Veles swarms operate where individual platforms fail — filling gaps in ISR, force protection, and rapid area clearance.

  • Distributed ISR without a single point of failure
  • Operates under active jamming via frequency-hopping mesh
  • Automated threat detection and cuing to operator displays
  • Force protection perimeter establishment and monitoring
  • ITAR-compliant system design for allied integration
  • Configurable autonomy levels — human-on or human-in-the-loop
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Zero-Trust by Design

Built for adversarial conditions

Security in contested environments can't be bolted on after the fact. Every Veles system is built on the assumption that some nodes will be compromised — and designed so that when they are, the damage stops there.


Our zero-trust mesh doesn't trust any node by default, continuously verifies credentials, and enforces least-privilege access at every layer — from the data link up to mission tasking.

ZT-01

Continuous Authentication

Every inter-node communication is cryptographically authenticated. No assumed trust, even within the swarm.

ZT-02

Instant Node Isolation

Behavioral anomalies trigger automatic quarantine of suspect nodes — the rest of the swarm adapts and continues.

ZT-03

Least-Privilege Tasking

Nodes only receive the mission data they need. Capture of one node does not expose the full operational picture.

ZT-04

Encrypted Data Links

End-to-end encryption at the RF layer. Even intercepted traffic yields nothing actionable to an adversary.

Built for the
Hardest Problems

Veles Dynamics was founded on a simple premise: the systems being fielded today aren't built for the environments where they'll actually be used. Centralized control, cloud dependencies, and single-point communications work in a permissive environment. They don't work in the places that actually matter.

"We build systems that operate when everything else has been taken offline — and that keep the mission moving when half the network is gone."

Our team draws on backgrounds in embedded systems, RF engineering, autonomous systems research, and operational environments. We build hardware and software together, because systems that have to survive in the real world can't be designed in isolation.

01

Resilience First

Every design decision is evaluated against worst-case operating conditions, not best-case scenarios.

02

Security by Architecture

Zero-trust isn't a feature layer we add at the end. It's the foundation every system is built on.

03

Hardware & Software Together

SWaP-C constraints and software performance are co-designed — not reconciled after the fact.

04

Human Control

Autonomy exists to expand operator capability, not to replace operator judgment.

Request a
Briefing

Whether you're a defense prime, a government agency, a search and rescue organization, or an investor — we're interested in talking to people serious about the problem. Reach out and we'll follow up promptly.

Location United States
ITAR Compliant · US persons only for sensitive discussions