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DEFENSE TECH · AI SOFTWARE · TESTED IN UKRAINE
VICTORY FORGED BY
TECHNOLOGY.
Defense AI development company from Ukraine - Valkyria.
We build AI and machine learning software for defense systems — computer vision, autonomous systems, and embedded AI. Tested and proven in Ukraine, where software meets battlefield reality.
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TECHNOLOGY GAPS
Models score high on curated datasets, then miss in smoke, dust, and camouflage. Field data distribution is the product, not the benchmark.
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LACK OF VALIDATION
Autonomy built for a clean RF environment fails exactly when the mission depends on it. Validation has to happen where the platform actually flies.
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OPERATOR OVERLOAD
A tracker answering in 180 ms is useless for terminal guidance. Every module needs an explicit latency budget on the target compute.
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HIGH COST OF FAILURE
FP32 checkpoints don't run on a 10 W edge board. Without quantization and compiler-level tuning, deployment stops at the bench.
A general-purpose AI vendor solves this on paper. The gap is not model architecture — it is the loop: no access to current field data, no target hardware to profile against, no way to validate a release on the platform that will actually fly it. That loop is what a defense AI development company has and a commercial ML shop does not.
MODERN DEFENSE FACES CRITICAL CHALLENGES
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TESTED IN UKRAINE. PROVEN BY REALITY.
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VALIDATION
TECHNOLOGY
OUR EXPERTISE
Our custom AI development services for defense tech are shaped by the two crucial aspects:
REAL
OPERATIONAL FEEDBACK
5+ YEARS
TESTING IN UKRAINE
10+ YEARS
OF AI EXPERTISE
WHY VALKYRIA?
WHY WORK WITH A UKRAINE-BASED DEFENSE SOFTWARE COMPANY
Our expert team takes emerging AI technologies and turns them into proven capabilities through operational feedback and field-driven validation. Software that guides live missions cannot be validated in a simulator.
MACHINE LEARNING & MLOPS
COMPUTER VISION
AUTONOMOUS SYSTEMS
EMBEDDED & EDGE AI
FIELD DATA COLLECTION
OPERATOR FEEDBACK
DEPLOYMENT READINESS
REAL-WORLD TESTING
INTEGRATIONS
INTEGRATIONS: PX4, ARDUPILOT, JETSON, ROS 2, MAVLINK
Platform-agnostic, sensor-agnostic – our modules integrate with your existing airframe, ground station, and comms stack.
FLIGHT STACKS
PX4
ArduPilot
Proprietary autopilots via MAVLink shim
COMPUTE
NVIDIA Jetson (Orin/Xavier)
Hailo-8 accelerators
Texas Instruments Jacinto/TDA4 family
PROTOCOL & INTERFACE
MAVLink
ROS 2
ATAK/RTSP/GStreamer
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MISSION 01
autonomous target tracking and hitting
Built a platform allowing for autonomous target detection, lock, and strike in EW-heavy, GNSS contested environments with fire-and-forget precision.
RESULT
✧ 90% infantry detection accuracy
✧ 70% dynamic target engagement rate
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NDA
01 / 03
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MISSION 02
BUILDING AI-ENHANCED ISR PLATFORM
Developed a CV-powered platform for autonomous drone reconnaissance. Enabled object classification and mission analytics from multiple aerial data sources.
RESULT
✧ Up to 50 simultaneous UAV video streams processed in real time with sub-second latency.
NDA
02 / 03
MISSION 03
visual dataset for
AI-enabled precision
Built a comprehensive ground assets dataset, aligned with strict requirements regarding categories: Tank, Truck, BMP, ADS, MLRS, SP, Artillery etc.
RESULT
✧ 720p+ assets without upscaling techniques
✧ 100m+ altitude; Air‑to‑ground ISR
NDA
03 /03
swipe left for more
PROVEN DEFENSE AI DEPLOYMENTS
MISSION 01
AUTONOMOUS TARGET TRACKING AND HITTING
Built a platform allowing for autonomous target detection, lock, and strike in EW-heavy, GNSS contested environments with fire-and-forget precision.
RESULT
✧ 90% infantry detection accuracy
✧ 70% dynamic target engagement rate
NDA
MISSION 02
BUILDING AI-ENHANCED
COMINT
Set up automated transcription, signal processing, and source analysis tools. Enabled centralized analysis of multiple interception sources.
RESULT
✧ 100K requests per minute can be processed with the final solution (100 GB of data)
NDA
MISSION 03
visual dataset for
AI-enabled precision
Built a comprehensive ground assets dataset, aligned with strict requirements regarding categories: Tank, Truck, BMP, ADS, MLRS, SP, Artillery etc.
RESULT
✧ 720p+ assets without upscaling techniques
✧ 100m+ altitude; Air‑to‑ground ISR
NDA
Operational reality is the ultimate validation.
PEOPLE WHO
BUILD
WHAT WORKS IN COMBAT
From designing concrete defense tech solutions to hiring dedicated experts for your project.
ALEKSANDRA BOGUSLAVSKAYA
CEO & FOUNDER
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ALEX
OSENIN
CTO
VIKTORIA
BASHKIROVA
PROJECT MANAGER
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READY TO FORGE
TECHNOLOGY THAT BRINGS VICTORY?
Talk to a Ukrainian defense tech AI development partner!
TECHNOLOGY GAPS
Models score high on curated datasets, then miss in smoke and camouflage. Field data distribution is the product, not the benchmark.
LACK OF VALIDATION
Autonomy built for a clean RF environment fails exactly when the mission depends on it. Validation has to happen where the platform actually flies.
.png)
OPERATOR OVERLOAD
A tracker answering in 180 ms is useless for terminal guidance. Every module needs an explicit latency budget on the target compute.
.png)
HIGH COST OF FAILURE
FP32 checkpoints don't run on a 10 W edge board. Without quantization and compiler-level tuning, deployment stops at the bench.
.png)
A general-purpose AI vendor solves this on paper. The gap is not model architecture — it is the loop: no access to current field data, no target hardware to profile against, no way to validate a release on the platform that will actually fly it. That loop is what a defense AI development company has and a commercial ML shop does not.
MODERN DEFENSE FACES
CRITICAL CHALLENGES
.png)
TECHNOLOGY
MACHINE LEARNING & MLOPS
COMPUTER VISION
AUTONOMOUS SYSTEMS
EMBEDDED & EDGE AI
VALIDATION
FIELD DATA COLLECTION
OPERATOR FEEDBACK
DEPLOYMENT READINESS
REAL-WORLD TESTING
WHY VALKYRIA?
WHY WORK WITH A
UKRAINE-BASED DEFENSE SOFTWARE COMPANY
Our expert team takes emerging AI technologies and turns them into proven capabilities through operational feedback and field-driven validation. Software that guides live missions cannot be validated in a simulator.
TESTED IN UKRAINE. PROVEN BY REALITY.
10+
YEARS OF
AI EXPERTISE
5+
YEARS OF TESTING SOLUTIONS IN UKRAINE
REAL
OPERATIONAL FEEDBACK
OUR EXPERTISE
Our custom AI development services for defense tech are shaped by the two crucial aspects:
INTEGRATIONS
INTEGRATIONS: PX4, ARDUPILOT, JETSON, ROS 2, MAVLINK
Platform-agnostic, sensor-agnostic – our modules integrate with your existing airframe, ground station, and comms stack.
FLIGHT STACKS
PX4
ArduPilot
Proprietary autopilots via MAVLink shim
COMPUTE
NVIDIA Jetson (Orin/Xavier)
Hailo-8 accelerators
TI Jacinto/TDA4 family
PROTOCOLS & INTERFACES
MAVLink
ROS 2
ATAK/CoT, RTSP/GStreamer
PROVEN DEFENSE AI DEPLOYMENTS
.png)
MISSION 01
AUTONOMOUS TARGET TRACKING AND HITTING
Built a platform allowing for autonomous target detection, lock, and strike in EW-heavy, GNSS contested environments with fire-and-forget precision.
RESULT
✧ 90% infantry detection accuracy
✧ 70% dynamic target engagement rate
NDA
01 / 03
MISSION 02
BUILDING AI-ENHANCED ISR PLATFORM
Developed a CV-powered platform for autonomous drone reconnaissance. Enabled automated object classification and mission analytics from multiple aerial data sources.
RESULT
✧ Up to 50 simultaneous UAV video streams processed in real time with sub-second detection latency.
NDA
02 / 03
.png)
MISSION 03
visual dataset for
AI-enabled precision
Built a comprehensive ground assets dataset, aligned with strict requirements regarding categories: Tank, Truck, BMP, ADS, MLRS, SP, Artillery etc.
RESULT
✧ 720p+ assets without upscaling techniques
✧ 100m+ altitude; Air‑to‑ground ISR
NDA
03 / 03
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ALEKSANDRA BOGUSLAVSKAYA
CEO & FOUNDER
ALEX
OSENIN
CTO
VIKTORIA
BASHKIROVA
PROJECT MANAGER
PEOPLE
WHO BUILD
WHAT WORKS IN COMBAT
From designing concrete defense tech solutions to hiring dedicated experts for your project.
Operational reality is the ultimate validation.
Two kinds of teams: large primes bundling perception into full weapon systems, and specialized software companies like Valkyria AI that build only the onboard perception layer. Specialists integrate with existing airframes, iterate in weekly cycles, and are evaluated on live on-target metrics rather than program milestones.
Yes. Cooperation runs through established channels: NDAs and security frameworks on both sides, NATO codification (NCAGE), and procurement paths such as NSPA. Joint R&D and subcontracting on allied programs are already routine — the working language, contracts, and IP arrangements follow standard alliance practice.
Evaluate three things: metrics measured on your target compute, documented combat deployments, and clean integration interfaces. A credible Ukrainian defense tech AI development partner will show live flight data and benchmark reports — not demo reels. Start with a bounded technical evaluation before committing to a program.
Edge AI means the model runs on the drone's own compute instead of a ground server. That removes dependence on a data link — critical under jamming — and keeps decision latency inside the guidance loop. It requires quantized, compressed models that fit low-power boards without losing accuracy.
The platform estimates its position by fusing camera features with inertial data (visual-inertial odometry), and corrects drift by matching what the camera sees against georeferenced terrain imagery. No satellite signal is required, so the route survives GNSS jamming and spoofing in a contested environment.
The ecosystem has grown rapidly since 2022, with teams specializing by layer: perception and autonomy, electronic warfare, C2 software, and mission planning. When shortlisting, filter by verified deployments, codification status, and export readiness. Valkyria AI specializes in the onboard perception and navigation layer.
Yes, under license. Exports follow the national export control regime for dual-use and military items. NATO codification (NCAGE / NSN assignment) simplifies allied procurement, and contracts define IP rights explicitly — including source escrow. We handle classification and licensing as part of every international engagement.
FAQ
READY TO FORGE
TECHNOLOGY THAT BRINGS VICTORY?
Talk to a Ukrainian defense tech AI development partner!
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