
Defence & Autonomous
Canopy Observe
Autonomous drone-fleet operations with AI defect detection (YOLOv9 / SAM-2 / DETR), swarm control, and real-time telemetry.
View case studyNorthern Edge Software is the engineering partner for defence, autonomous, and AI-native platforms. We design, build, and ship production-grade systems — from contested-network drone command to enterprise SaaS — that stand up under operational load.
Built on production-grade infrastructure

By the numbers
Every system we ship is built to survive contact with the real world — under bandwidth constraints, audit pressure, and operator scrutiny.
Capabilities
Most teams pick a lane. We compose them — so a single platform can plan a mission, fuse sensor data, train operators in VR, and stream insights to a board-level dashboard.
Command-and-control platforms, counter-drone GCS, and ISR observation systems deployed at sensitive facilities — built for degraded networks and audit-grade traceability.
C2 · Counter-UAS · ISR
Unity + OpenXR immersive training across 9+ domains and 24+ hazard types. Real-time metrics, instructor controls, and replayable after-action review.
Unity · OpenXR · Hazard Sim
SaaS platforms with LLM orchestration, multi-agent teams, and ML-powered tools — built for teams who need real reliability, not demos.
LLM · Multi-Agent · RAG
Production web and mobile, concept to launch — plus financial analytics and AI-enhanced decision tools with the latency, security, and explainability finance demands.
SaaS · Realtime · Audit-Grade
Autonomous systems
From contested-network drone command to live ISR and sensor fusion — our platforms are engineered to hold up under real operational load, on degraded networks, far from the data centre.
Featured work
A live portfolio spanning defence & autonomous systems, public-safety command, VR training, and AI-native SaaS — every one designed, engineered, and deployed in-house.

Defence & Autonomous
Autonomous drone-fleet operations with AI defect detection (YOLOv9 / SAM-2 / DETR), swarm control, and real-time telemetry.
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Public Safety
Unified fire-service platform live for Humberside Fire & Rescue — 22 modules replacing 30+ legacy systems.
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AI Consumer SaaS
All-in-one AI fitness platform — adaptive coaching, real-time pose-detection form analysis, and budget-aware nutrition.
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Autonomous Flight
Drone flight-control platform with automated missions, 3D mission previews, mapping patterns, and 30+ hardware protocols.
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VR Training
Multi-tenant photorealistic VR training for fire, rescue, and defence — Unity 6, live on Meta Quest 3 and pixel-streamed browser.
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Marketplace
Emergency trades marketplace dispatching licence-verified tradies in under 15 minutes, with milestone payment held in escrow.
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AI & Aquaculture
Operational-intelligence platform for commercial aquaculture — AI root-cause analysis, photo-based fish-health diagnostics across 53 pathogens, and automatic compliance docs.
View case studyHow we build
The process is transparent and auditable — clear deliverables at every gate, no hand-waving, no vendor lock-in.
Outcome mapping, constraint analysis, and a system blueprint your stakeholders can sign off on.
A working slice through the riskiest path — operator UI, telemetry, model, or integration — with real data.
Full implementation with CI/CD, observability, security review, and load testing at production thresholds.
Multi-region rollout, runbooks, and an operational handoff with on-call coverage as long as you need it.
Trusted by operators
"Djamil rebuilt our command surface end-to-end in eight weeks. The new platform handles three times the operational load and we finally have telemetry we can defend in a review."Director of OperationsDefence & Public Safety
"The AI integration shipped on schedule and the documentation is the cleanest I've inherited from any vendor."Head of EngineeringEnterprise SaaS
"Top-rated, technically sharp, and consistently shipping. The kind of partner you keep on retainer."Product LeadFinTech
Start a project
Share your target outcome, constraints, and timeline. You'll get a clear technical approach and delivery plan back within 24 hours — no boilerplate, no slide decks.