01
Computer Vision & Object Tracking
Object detection and multi-object tracking research using recorded-video inputs.
R&D Prototype
SIMULATIONRECORDED VIDEO
UAV LINKNOT CONNECTED
OVERLAYDEMONSTRATIONT+ 00:00.0
TRACK LIST · DEMOOBJ-01 · —
Simulated interface — not live telemetry
RAZORCLAW SYSTEMS / R&D / PRE-SEED
Autonomous Aerial Intelligence & Target Tracking
Building the software intelligence layer for next-generation autonomous security and aerial monitoring systems.
Computer vision, physical target tracking, reacquisition and mission-control software — developed and validated through research prototypes.
CURRENT STAGER&D
SOFTWAREACTIVE DEVELOPMENT
VALIDATIONRECORDED VIDEO / SYNTHETIC TESTS
UAV FIELD TESTSPLANNED
02Problem & Opportunity
Security Operations Need Better Aerial Intelligence
Aerial platforms add coverage, but keeping a reliable target identity, recovering after lost visibility and giving operators usable information remain hard engineering problems.
Tracking Continuity
Preserving object identity through temporary loss of observation.
Operational Awareness
Turning technical data into information an operator can understand.
System Integration
Bringing computer vision, events and the control interface together.
03Our Solution
A Software Intelligence Layer for Aerial Monitoring
RazorClaw Systems is developing a modular platform that combines object detection, physical target tracking, reacquisition, search-state management and operator visualization.
COMPONENT DETAIL
Video Input
Recorded video today. Live camera input is future work and is not claimed.
Computer Vision
Object detection and multi-object tracking research on recorded video.
Target Identity
Keeps one physical target identity when individual tracker IDs change. Demonstrated in controlled tests.
Reacquisition
Search-state logic and off-screen confidence to recover a target after lost visibility. Synthetic validation.
Runtime
Mission lifecycle and event processing. Reliability testing is in progress.
Control Station
Operator application for mission monitoring, target states, events and diagnostics.
FUTURE UAV INTEGRATION
Not started. Hardware integration is not shown as complete.
Current R&Dsoftware, recorded-video workUnder Developmentfull software integrationPlannedUAV integration, field trials
04Core Technology
Technology & Development Progress
Five technical directions. Each status states what has actually been demonstrated.
02
Physical Target Identity
Research into maintaining a consistent physical target identity when individual tracker IDs change.
Demonstrated in Controlled Tests03
Target Reacquisition
Controlled test scenarios have demonstrated target reacquisition after temporary loss of visibility.
Synthetic Validation04
Search & Uncertainty Modeling
Search-state transitions, off-screen confidence estimation and uncertainty-aware monitoring logic.
Research Prototype05
Shadow Guidance
Diagnostic guidance calculations are evaluated without issuing real UAV hardware commands.
Simulation Only05Development Progress
From Concept to Tested Software Capabilities
As of October 2026. Milestones carry the status they have actually reached, with no completion percentages and no calendar promises.
- MS-01Tracking ResearchDEMONSTRATED
- MS-02Physical Identity ContinuityDEMONSTRATED
- MS-03Off-Screen RecoverySYNTHETIC VALIDATION
- MS-04Control Station PrototypeIN DEVELOPMENT
- MS-05Runtime ReliabilityTESTING IN PROGRESS
- MS-06Tactical InterfaceIMPLEMENTATION PENDING VERIFICATION
- Demonstrated
Tracking Research
A research pipeline for object detection and tracking on recorded video has been built.
- STATUS
- DEMONSTRATED
- EVIDENCE
- Evidence materials will appear here once published.
- Demonstrated in Controlled Tests
Physical Identity Continuity
Preservation of physical target identity was verified when the tracker ID changes.
- STATUS
- DEMONSTRATED
- EVIDENCE
- Evidence materials will appear here once published.
- Synthetic Validation
Off-Screen Recovery
A controlled scenario was run in which an object leaves the field of view and tracking is then recovered.
Successfully validated in a controlled synthetic scenario. UAV field validation is not yet complete.
- STATUS
- SYNTHETIC VALIDATION
- EVIDENCE
- Evidence materials will appear here once published.
- In Development
Control Station Prototype
An application is being developed to monitor missions, target states, events and diagnostic information.
- STATUS
- IN DEVELOPMENT
- EVIDENCE
- Evidence materials will appear here once published.
- Testing in Progress
Runtime Reliability
Checks are under way on runtime lifecycle, state synchronization, WebSocket connections and event handling.
- STATUS
- TESTING IN PROGRESS
- EVIDENCE
- Evidence materials will appear here once published.
- Design Approved / Implementation Pending Verification
Tactical Interface
A visual reference for the new Tactical interface has been approved. Whether implementation has started is still being verified.
- STATUS
- IMPLEMENTATION PENDING VERIFICATION
- EVIDENCE
- Evidence materials will appear here once published.
Technology maturity: Research & Development / Pre-Seed.
A fully integrated autonomous UAV system has not yet been validated through field trials.
06Product
RazorClaw Control Station
Mission Monitoring, Target Intelligence & Engineering Diagnostics
A dedicated software application to visualize target lifecycle, search behavior, off-screen confidence, guidance diagnostics and mission events. It is meant to support reproducible testing, operator review and future system integration.
Demonstration overlay. Only video time and frame index are updated; tracking and guidance telemetry are not connected.
REPLAY INSPECTION
- video_time
- 0.000s
- frame_index
- 0
- state_source
- RECORDED VIDEO
TARGET
- tracking_source
- —
- detector_confidence
- —
SEARCH / OFFSCREEN
- phase
- —
- confidence
- —
SHADOW GUIDANCE
SHADOW GUIDANCE — NO HARDWARE OUTPUT
- state
- —
Layout of the existing engineering UI. Demo footage with a demonstration overlay; only video time and frame index are live, other fields are not populated.
DESIGN CONCEPT — NOT A PRODUCT SCREENSHOT
Tactical is a new visual direction. Implementation status is pending verification, so it is shown as a concept only.
Target Lifecycle
From detection through loss and recovery of a physical target.
Search State
Which search phase is active and why.
Off-Screen Confidence
Uncertainty about where a lost target may be.
Shadow Guidance Diagnostics
Guidance calculations for review only, with no hardware commands.
07Engineering Updates
Engineering Log
Entries are added by hand, and only when they can be stated accurately. Exact test results are published after the matching test report is checked.
08Roadmap
Milestone-Based Roadmap
No completion dates are committed until a resourced work plan is approved.
- 01
Computer Vision R&D
Demonstrated - 02
Tracking & Reacquisition
Synthetic Validation - 03
Control Station Development
In Progress - 04
End-to-End Software Integration
Next Milestone - 05
UAV Integration & Safety Validation
Planned - 06
Integrated MVP & Field Demonstration
Planned
09Safety & Validation
Safety-Led Development and Honest Validation
Shadow guidance is used for diagnostic evaluation and does not represent active UAV control.
Current Research Scope
- Recorded-video research
- Synthetic validation
- Simulation-only guidance
- No live UAV operation claimed
Future Validation Requirements
- Hardware integration
- Safety engineering
- Operational safeguards
- Regulatory approvals
- Controlled field testing
These are requirements, not existing or validated capabilities.
10Market & Business Model
Potential Segments Under Study
Security Operations
Operators who monitor sites and need continuous observation.
Critical Infrastructure
Large sites where aerial coverage may add visibility.
Aerial Monitoring Integrators
Companies that could embed a tracking software layer.
Government customers — an additional segment under study.
Business Model Under Validation
No contracts, paid pilots, revenue or market-size figures are claimed. Confirmed calculations will be published when they exist.
11Founder & CTO Search
Roman Chaikin
Founder, RazorClaw Systems
Building RazorClaw Systems with a focus on safety, reliability and clear economics.
We're Building the Core Team
Technical Co-Founder / CTO — Open Role
- Computer Vision
- Robotics
- Real-Time Systems
- System Architecture
12Investment Opportunity
Invest in the Next Stage of Autonomous Aerial Intelligence
RazorClaw Systems is seeking strategic investment and technical collaboration to move its software prototypes toward an integrated, validated aerial monitoring platform.
Where We Are
Research prototypes and active Control Station development.
What Comes Next
Integrated software demonstration and broader validation.
What Funding Enables
Engineering, integration, testing and future hardware validation.
13Contact
Let's Build the Next Stage Together
For investors, strategic partners and CTO candidates: leave your details and we will get back to you with the investor deck or a conversation about the technical role.