Robots that will change
the course of warfare
problem
The Line of Contact is the
most dangerous ever
15-40 km
0 km
Huge risk
zone
2+ enemy FPVs
per person
Armoured vehicles
denial
Basic logistics
under the risk
Medical evacuation
causes even more causalities
Drone Line Project
The most advanced Ukrainian units
have to establish a 15-40 km deep unmanned kill
zone across the entire 1,000+ km frontline
Robots Should
Fight, Not Humans
how it started and evolved: UAV
how it started and evolved: UGV + RWS
building a company: (almost) from scratch
18 month ago:
first LINZA prototype,
<10 employees
1 year ago:
a single R&D facility,
~20 employees
Product portfolio
interconnected aerial and ground robots that provide superiority in speci
fi
c tactical area
core tech:EW-resistant data links + autonomy
• VIO-based GNSS-denied
navigation
• automatic takeoff and
landing
• target detection, acquisition
and prioritisation
there have been no
instances of drone loss due
to enemy electronic warfare
AI Features (edge)
Shortlisted to become a Ukrainian
“Mavic” alternative in 2025 by
«Buria». RWS for Mk 19
Photos
Salangun
AI-powered short-range anti-UAV air defence system
counters even optical
fi
ber and
autonomous FPVs
protection range: 150 m
lightweight: 47 kg
$9 per destroyed UAV
Three systems combined
Detection
Fire
Acoustic precision:
7 degrees at 100 m
Target Lock
AI layer 1: acoustics
Detection
Fire
Target Lock
Aiming precision:
0,02 milliradians
Three systems combined
AI layer 2: adding video (sensor fusion)
Detection
Fire
12 shot calculations
per second
Target Lock
Three systems combined
AI layer 3: predictive fire control
3 year plan
Drone Autonomy
for Defence and Assault operations
under kinetic anti-drone air defence
systems
Robots that will change
the course of warfare
Kyiv, Ukraine
Oleksii Markhovskyi
oleksii.markhovskyi@frontline.com.ua

Oleksіі Markhovskyi: Автономні роботизовані системи як формуюча складова сучасних kinetic kill chains переднього краю (UA)