Northern Edge Software is the principal engineering partner for defence, autonomous, and AI-native platforms. We architect, build, and operate production systems — from contested-network drone C2 to enterprise multi-agent SaaS — engineered to hold up under real operational load.
Engineered on canonical production infrastructure
By the numbers
Every system we ship is built to survive contact with the real world — under degraded bandwidth, strict regulatory audit, and high-stakes operator scrutiny.
Step 02 · Interactive Architecture
Agencies show static mockups. We expose our reference architecture. Select a mission profile or click any system node below to inspect how we orchestrate edge surfaces, stateful brokers, GPU vision pipelines, and sovereign data stores.
// Contested-network MAVLink + CV Defect Fusion Stream
export async function ingestSwarmFrame(pkt: TelemetryPacket) {
const verified = await verifyChaCha20Signature(pkt.sig, pkt.payload);
if (!verified) throw new SecurityFault("INVALID_UAS_SIGNATURE");
// Run TensorRT YOLOv9/SAM-2 defect inference at 42 FPS
const findings = await visionEngine.detectAnomalies(pkt.frameBuffer, {
models: ["yolov9-defect-fp16", "sam2-segment"],
confidenceThreshold: 0.88,
});
// Persist immutable audit event + broadcast to C2 Mapbox console
await timescale.insertTelemetry({ uasId: pkt.uasId, findings, ts: pkt.ts });
return c2Broker.publish(`swarm.${pkt.fleetId}.live`, { pkt, findings });
}Step 03 · Six Disciplines
Most teams pick a single lane. We compose them — so one cohesive platform can plan an autonomous mission, fuse real-time sensor streams, train operators in VR, and surface board-level intelligence.
Command-and-control platforms, counter-drone GCS, and ISR observation systems deployed at sensitive facilities — built for degraded networks and audit-grade traceability.
SLO · <14MS TELEMETRY
C2 · Counter-UAS · ISR
Unity 6 + OpenXR immersive training across 9+ domains and 24+ hazard types. Real-time telemetry metrics, instructor scenario controls, 3D Gaussian Splatting, and replayable after-action review.
90 FPS · MULTI-TENANT
Unity 6 · OpenXR · Hazard Sim
From high-converting interactive product flagships to round-the-clock AI customer and operations agents grounded in your real documentation, CRM, and inventory.
100 LIGHTHOUSE · 24/7 AI
Web · Chatbots · CMS
SaaS platforms with LLM orchestration, multi-agent teams, and ML-powered tools — built with deterministic eval harnesses and cost guardrails for teams who need production reliability, not brittle demos.
EVAL-VERIFIED · MULTI-MODEL
LLM · Multi-Agent · RAG
Production web and native mobile from concept to launch — plus financial analytics, public-safety command, and decision platforms with the latency, security, and explainability regulated sectors demand.
SOC2 / AUDIT-GRADE
SaaS · Realtime · FinTech
Automotive diagnostics, marine intelligence, commercial aquaculture, rail safety, and field operations. Domain-tuned computer vision and root-cause models embedded into workflows operators already trust.
EDGE CV · OFFLINE-FIRST
Vision · Edge · Verticals
Autonomous systems
From contested-network drone command to live ISR, fire-brigade dispatch, and offshore aquaculture — our platforms are engineered to hold up under real operational load, far from the data centre.
Step 04 · Production Proof
Filter our live engineering portfolio across defence & autonomous systems, public-safety command, VR training, and AI-native SaaS — every system designed, architected, and deployed in-house.
FLAGSHIP · PRODUCTION
Defence & Autonomous
Autonomous drone-fleet operations with AI defect detection (YOLOv9 / SAM-2 / DETR), multi-drone swarm control, and real-time maritime safety telemetry.
View architecture & case study
LIVE · HUMBERSIDE FRS
Public Safety Command
Unified fire-service platform live for Humberside Fire & Rescue — 22 integrated modules replacing 30+ legacy systems across C2, GIS, crew, and finance.
View architecture & case study
PWA + iOS + ANDROID
AI Consumer SaaS
All-in-one AI fitness platform — adaptive LLM periodization, 60fps on-device pose-detection form analysis, and budget-aware grocery nutrition engine.
View architecture & case study
53 PATHOGENS · OFFLINE
AI & Aquaculture
Operational-intelligence platform for commercial aquaculture — AI root-cause correlation, photo diagnostics across 53 pathogens, and auto-compliance.
View architecture & case study
30+ PROTOCOLS · LIVE
Autonomous Flight
Drone flight-control platform with automated mission planning, 3D terrain previews, photogrammetry corridors, and 30+ hardware protocols.
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QUEST 3 + PIXEL STREAM
VR Training
Multi-tenant photorealistic VR training for fire, rescue, and defence — Unity 6, 3D Gaussian Splatting, live on Meta Quest 3 and browser stream.
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<15 MIN DISPATCH
FinTech & Marketplace
Emergency trades marketplace dispatching licence-verified tradies in under 15 minutes, with automated milestone payment held in Stripe escrow.
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MOBILE + AI COACH
Mobile App & Wellness
Native wellness and mindset coaching platform delivering daily audio insights, guided sessions, and adaptive AI journaling prompts.
Explore in portfolioStep 05 · Execution Blueprint
Transparent engineering with binary acceptance criteria at every milestone — no hand-waving, no junior handoffs, and zero vendor lock-in.
Outcome mapping, threat/constraint analysis, data sovereignty design, and an executable system blueprint + risk-path prototype.
A working vertical slice through the highest-risk path — operator UI, live telemetry, CV/LLM pipeline, or hardware bridge — verified on real data.
Full multi-surface implementation with automated CI/CD, observability, security audit, offline sync, and load testing at production thresholds.
Multi-region rollout across Cloudflare/Fly/AWS, comprehensive runbooks, full IP handoff, and optional on-call engineering retainer.
Configure your target domain, delivery velocity, and compliance posture to generate an instant reference stack and pre-fill your project brief.
Client Feedback
We hold ourselves to rigorous engineering standards. If we've built, deployed, or advised on your system, we'd appreciate your candid feedback.
Step 06 · Start a Project
Share your target outcome, operational constraints, and timeline. You'll receive a concrete technical architecture and delivery plan within 24 hours — directly from principal engineering leadership, no sales intermediaries.