Sovereign UK · UKRI AIRR

DroneFormer™
Sovereign drone AI, proven against the state of the art

Mission-grade autonomous AI for commercial and defence drone operations — trained on the Isambard-AI national supercomputer, with published state-of-the-art beaten on counter-UAS and thermal ISR benchmarks. Built sovereign in the United Kingdom.

39+AI Models Trained
10Operational Domains
Isambard-AIUKRI AIRR · National Supercomputer
UK 🇬🇧Sovereign · GDPR Native
Trusted infrastructure CAA-CertifiedCCS RM6370 YPO ApprovedUKRI AIRR Azure UK WestIsambard-AI Bristol
Mission-ready suite

Five products. One sovereign platform.

// 01 — PRODUCTS

Each module runs on the same DroneFormer™ core — interchangeable, hardware-agnostic, and continuously trained on real UK operational data.

Surveillance & security

UICS

Autonomous perimeter surveillance with real-time multi-class threat classification. Night-vision thermal, WebRTC streaming, multi-drone fleet coordination and incident command.

  • Perimeter
  • Critical Sites
  • Event Security
  • Maritime
Counter-drone / C-UAS

USURPER

Detects, classifies and neutralises hostile UAVs. Multi-sensor fusion of visual, RF signature, acoustic and thermal. Protocol take-over and coordinated swarm defence.

  • Defence
  • Airports
  • Borders
  • Stadia
Autonomous obstacle avoidance

Lone Eagle

12-class obstacle detection for BVLOS flight. Predictive collision avoidance, dynamic path replanning, validated against kamikaze-trajectory and adverse-weather datasets.

  • BVLOS
  • Swarm
  • Logistics
  • Survey
Infrastructure defect detection

AIRR Inspection

8-class structural defect analysis: cracks, corrosion, spalling, deformation, thermal anomalies. Bridges, rail, wind, solar and transmission infrastructure.

  • Network Rail
  • National Grid
  • Highways
  • Wind & Solar
Precision agriculture

AgriDrone

Crop health monitoring, livestock tracking, irrigation analysis, pest detection and yield prediction through autonomous aerial surveys.

  • Crop Health
  • Livestock
  • Irrigation
  • Yield
Why DroneFormer wins

Engineered for the real world

// 02 — PILLARS

Six engineering pillars that separate DroneFormer™ from generic ML wrappers and consumer drone software.

Purpose-Built for Aerial

Trained from day one on aerial perspective, motion blur, vibration, glare and edge-of-detection range — not retrofitted from automotive datasets.

Continuously Retrained

Models are retrained in waves on the Isambard-AI national supercomputer — performance keeps compounding without disrupting live operations.

Rapid Domain Adaptation

New defect classes or threat types bootstrap from small operational datasets through the same sovereign training pipeline — weeks, not quarters.

Sovereign UK AI

Code, training and inference live in the UK. Azure UK West + Isambard-AI Bristol HPC. Data never leaves the jurisdiction. GDPR-native.

Multi-Modal by Design

RGB, thermal, RF and acoustic sensing engineered to fuse across the platform — for robustness in fog, smoke, night and EW environments.

Real-Time On-Board

Edge inference on Jetson-class hardware keeps mission decisions airborne when the radio link drops or jamming kicks in.

BENCHMARKS · OFFICIAL TEST SPLITSJUN 2026
DUT Anti-UAV (counter-UAS) — ours vs published SOTA77.3% vs 67.2% mAP50-95
HIT-UAV (thermal ISR) — beats published SOTA at any resolution98.5% mAP50
Training computeISAMBARD-AI · UKRI AIRR

Our own training runs, evaluated on each benchmark's official test split — not peer-reviewed leaderboard submissions.

Target markets

Built for high-stakes operations

// 03 — MARKETS

Six verticals where the wrong decision costs millions — and where sovereign, autonomous, multi-modal AI changes the maths.

Defence & Security

MOD, NATO allies, police forces and critical national infrastructure protection. Counter-UAS, perimeter, intel-gathering.

Energy & Utilities

National Grid, wind farms, solar arrays, pipelines and transmission towers — defect detection at infrastructure scale.

Transport Infrastructure

Network Rail, Highways England, ports, airports, bridge inspection. Reduce closure windows by an order of magnitude.

Emergency Response

Search-and-rescue, wildfire detection, disaster assessment, maritime SAR. First on scene, longer on station, smarter on data.

Construction & Mining

Site monitoring, safety compliance, PPE detection, progress reporting and volumetric analysis from a single airframe.

Precision Agriculture

Crop health, livestock tracking, irrigation, pest detection and yield prediction — turn fields into telemetry streams.

Core capabilities

The DroneFormer™ tech stack

// 04 — STACK

Twelve composable capabilities. Mix and match per mission, deploy on cloud or edge.

Object DetectionReal-Time Tracking SegmentationClassification Anomaly DetectionPath Planning Threat AnalysisSensor Fusion Edge InferenceSelf-Improvement Swarm CoordinationRF/Acoustic Detect
Compliance & sovereignty

Auditable. Defensible. UK-native.

// 05 — COMPLIANCE

Every decision logged, every dataset traceable, every byte stays in the United Kingdom.

UK CAA

Operating authorisations.

GDPR Native

Article 9 compliant.

Cyber Essentials

Plus pathway.

CCS RM6370

+ YPO approved.

Ready to see DroneFormer™ fly?

Live demo, capability briefing, or a tailored proof-of-value on your own infrastructure — book a 30-minute slot with our team.

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