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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant
Industries/Defense Tech

Software for autonomous systems. Battle-tested.

Computer vision and autonomy for interceptor drones, mesh networking for drone groups, and edge AI that keeps working when the link drops. Our Ukrainian engineering team has shipped in active conflict environments since 2022 — DDIL is our baseline, not an edge case.

2022

Shipping in active conflict environments

Edge-native

Autonomy when comms degrade

Multi-drone

Mesh coordination & swarms

Real-time

CV detection & tracking

What we build

Autonomy built for the field.

Interceptor Drone Autonomy

CV-based targeting, terminal guidance, and autonomous flight that holds the mission when the operator link is lost. Built and iterated in real operational conditions.

Terminal guidanceTarget lock on link lossAutonomous flight

Mesh Networking for Drone Groups

Resilient comms and coordination across drone groups in contested, jammed environments. The fleet keeps coordinating even as individual links degrade.

Drone-group coordinationJam-resilient meshDecentralized control

Edge AI / On-Device Inference

Perception and decision-making that run on the airframe — no cloud round-trip, no assumption that the network is there. Designed for DDIL from the start.

On-device inferenceDDIL-nativeLow-power edge

Computer Vision

Real-time detection, tracking, and identification under motion, occlusion, and degraded video. The perception layer behind autonomy and ISR.

Detection & trackingIdentificationDegraded-video robust

Data Pipelines for Perception

Fast ingestion and processing of large sensor and video datasets, turned into training data for perception models. The flywheel that keeps autonomy improving.

Sensor data ingestionLabeling pipelinesModel training loops

Senior Pods, Fast Iteration

Senior-only engineering pods that ship in weeks, not quarters — the pace a fast-moving defense-tech frontier demands. We work shoulder-to-shoulder with founding teams.

Senior-onlyWeeks not quartersStartup-paced

Sound familiar?

Problems defense-tech teams bring us every quarter.

Hiring senior CV and autonomy engineers takes six months, but the frontier is moving now.

A senior pod that ships in weeks. We have been building drone autonomy and perception in production since 2022 — no ramp-up on the problem domain.

Our drones lose the operator link mid-mission and go dumb.

We build on-device perception and autonomy so the airframe keeps its target lock and completes the mission when the link drops.

Coordination between our drones falls apart in jammed environments.

Mesh networking designed for contested RF: the group keeps coordinating as individual links degrade, no single point of failure.

Further reading on defense autonomy

Engineering deep-dives on edge AI, computer vision, mesh, and autonomy in contested environments.

All articles

Ready to build

Let's build autonomy that works when the link drops.

We partner with startups across defense and dual-use — interceptor drones, autonomy, mesh, computer vision. Combat-environment delivery since 2022, senior engineers who learn your domain and move at your pace.