Lens AI
Lens AI
NVIDIA Inception Program

YOUR DRONES FOLLOW INSTRUCTIONS.

We teach them to think.

Today your drones fly from A to B and do what they're told. We add the reasoning layer that lets them ask "What am I looking at? What should I do about it?" — so every drone can recognize, analyze, plan, and execute on its own.

ArchitectureMilitarySurveillanceWarehouseConstructionP.Brain AI
P.Brain platform
LENSAI × P.BRAIN
Intelligence, bolted on.
Architecture BIMMilitary ISRUrban SurveillanceWarehouse AMRConstruction AIEdge P.BrainOEM IntegrationODM PlatformArchitecture BIMMilitary ISRUrban SurveillanceWarehouse AMRConstruction AIEdge P.BrainOEM IntegrationODM Platform
01 · Industry Verticals

DOMAIN
APP SYSTEMS

Six purpose-built UAV application stacks — from autonomous construction monitoring to classified ISR command platforms.

Architecture & BIM
SITE INTELLIGENCE BRAIN
Real-time 3D photogrammetry with automated BIM delta detection, structural deviation alerts, and stakeholder report generation. Revit-native IFC export pipeline.
LiDAR FusionRevit APIIFC ExportDeviation AI
01
Δ +4.2cmBIM DELTA SCAN · LIVEREV.003
BIM SYNC
Military & Defense
ISR SWARM COMMAND
LangGraph-orchestrated swarm C2 with AES-256 mesh comms, multi-sensor IR/EO/SAR fusion, and offline-first edge inference. STANAG 4609 compliant, zero cloud dependency.
Swarm C2AES-256STANAGOffline-first
02
U-01U-02U-03SWARM STATUSUNITS: 3/3 ACTIVEFORMATION: DELTACOMMS: ENCRYPTEDAES-256TACTICAL MAP · ENCRYPTEDMIL-STD
CLASSIFIED
Urban Surveillance
PERSISTENT EYE AI
Multi-target persistent tracking with LPR, crowd density analysis, geofence breach automation, and VMS/PSIM integration for smart city deployments. GDPR compliance mode.
Multi-TrackLPR EnginePSIM APIGDPR Mode
03
P-01P-02ANOMALYLPR·SCANURBAN MONITOR · LIVEZONE-7A
LIVE TRACK
Warehouse & Logistics
WAREHOUSE BRAIN
Drone-AMR hybrid orchestration for 24/7 autonomous inventory management. SAP/Oracle WMS connectors, RFID fusion, cycle count automation, and dynamic slotting AI at 99.4% accuracy.
AMR Co-navSAP WMSRFID FusionSlotting AI
04
GHOST INVAMRINVENTORY STATUSSCANNED: 847/1200GHOST: 3 DETECTEDCYCLE: 23min ETAAMR SYNCED: 2/2INVENTORY SCAN · CYCLE 47WH-03
AMR FLEET
Construction & Civil
SITE OPS COMMAND
AI earthwork volume estimation, PPE compliance detection, equipment utilization heatmaps, and real-time GIS integration. Safety incident alerts with evidence capture.
Volume AIPPE DetectGIS ExportSafety AI
05
CUT-320m³FILL+280m³!NO HELMETSITE PROGRESSPHASE: FOUNDATION66% COMPLETESITE SURVEY · LIVEPH-02
SITE ACTIVE
Edge AI · P.Brain Core
AGENTIC INTELLIGENCE
Universal edge AI orchestration — LangGraph multi-agent pipelines, Jetson AGX Orin deployment, MQTT/Kafka/ROS2 bridges, and on-device vision model runtime. Zero cloud dependency.
LangGraphJetson AGXROS2Offline-first
06
ININININAGTAGTAGTOUTOUTJETSON·AGXINPUTHIDDEN-1HIDDEN-2AGENTSOUTP.BRAIN INFERENCE · LIVEv3.1.0
AI BRAIN
02 · Case Studies

FIELD-PROVEN
DEPLOYMENTS

Real UAV systems designed, integrated, and validated in production environments across four industries.

EXCAVATIONNO HARDHATEARTHWORK VOL.14,280m³↑ 2.1% vs design
01
Case 01 · Taiwan · Construction Mega-Project
ZHONGBU EXPRESSWAY INTERCHANGE — AI SITE MONITOR
Deployed 3-drone fleet for daily site intelligence on a NT$4.2B civil construction project. Automated earthwork volume tracking, PPE compliance monitoring, and BIM progress sync eliminated manual survey cycles and caught 14 safety violations in month 1.
67%
Survey time reduction
14
Safety alerts, Month 1
±8cm
Volume accuracy
3
Drone fleet deployed
Site Ops CommandLiDAR+RGB FusionPPE AIBIM DeltaJetson AGX
GHOSTSCAN CYCLE99.4% ACCURACY · 8min CYCLE TIME
02
Case 02 · Logistics · 120,000m² Facility
LINKOU DC — AUTONOMOUS INVENTORY BRAIN
24/7 drone-AMR hybrid inventory management replacing manual cycle counts. Ghost inventory rate dropped to near zero. SAP WMS live sync with 8-minute full-facility scan cycle.
99.4%
Scan accuracy
−91%
Manual labor hours
8min
Full-facility cycle
0.02%
Ghost inventory rate
Warehouse BrainSAP WMSRFID FusionAMR Co-nav
INTRUDERABC·1234LPR ✓NIGHT MODE · 3 TARGETS
03
Case 03 · Smart City · Port Perimeter
TAICHUNG PORT — 24/7 PERIMETER INTEL
Continuous perimeter surveillance with night-vision AI, LPR on 6 entry lanes, crowd anomaly detection, and automated PSIM incident escalation. Zero human monitoring required for perimeter zones.
24/7
Autonomous coverage
<3s
Incident alert time
98.7%
LPR accuracy
0
False perimeter breach
Persistent Eye AINight Vision AIPSIM BridgeLPR 6-Lane
ALPHA-1BETA-1BETA-2GAMMA-1GAMMA-2MESH STATUSAES-256 ✓ ACTIVELATENCY: 4msNODES: 5/5 ONLINEMISSION STATUSRECON · PHASE 2
04
Case 04 · Defense · 5-Unit Swarm Exercise
OPERATION EAGLE EYE — ISR SWARM PLATFORM
5-drone swarm ISR platform with LangGraph orchestration, AES-256 encrypted mesh comms at 4ms latency, and full offline-first operation. Zero cloud dependency. Target classification accuracy 94.3% in complex terrain with thermal + EO sensor fusion.
4ms
Mesh comm latency
94.3%
Target classification
0%
Cloud dependency
5/5
Swarm nodes online
LangGraph SwarmAES-256 MeshIR+EO FusionSTANAG 4609Offline-first
EXCAVATIONNO HARDHATEARTHWORK VOL.14,280m³↑ 2.1% vs design
GHOSTSCAN CYCLE99.4% ACCURACY · 8min CYCLE TIME
INTRUDERABC·1234LPR ✓NIGHT MODE · 3 TARGETS
ALPHA-1BETA-1BETA-2GAMMA-1GAMMA-2MESH STATUSAES-256 ✓ ACTIVELATENCY: 4msNODES: 5/5 ONLINEMISSION STATUSRECON · PHASE 2
Case 01 · Taiwan · Construction Mega-Project
Showcase

We solve problems.
We design the apps.

Every application is field-validated, OEM-ready, and powered by P.Brain. Here's what the end product looks like.

00 / 12
+++
App · Construction
Smart Construction — 3D Site Intelligence
Real-time construction site monitoring with 3D progress tracking, cross-section analysis, and cut & fill volume computation. Automated deviation alerts keep projects on schedule.
3D Site ViewCut & Fill AIProgress TrackingDeviation Alerts
App · Drone Ops
Mission Planner — Weather-Aware Flight Routing
Drone mission planning with live weather overlays, no-fly zone awareness, and intelligent route optimization.
Mission PlanningWeather OverlayNo-Fly ZonesRoute AI
App · Drone Ops
SkyLens X1 — Live Drone Camera & Telemetry
Full telemetry overlay on live drone camera feeds — altitude, speed, GPS, battery, compass, and gimbal controls.
Live FeedTelemetry OverlayGimbal ControlVideo Capture
App · Energy
SolarBIT — Solar Panel Analytics Platform
Drone-inspected solar panel monitoring with real-time power production, consumption tracking, CO2 offset metrics.
Power AnalyticsPanel InspectionCO2 TrackingAlert Detection
App · Defense · Maritime
Ship Hazard Detection — Nuclear & Cargo Scan
Autonomous drone inspection of cargo vessels with real-time nuclear hazard detection, thermal anomaly classification.
Hazard DetectionThermal ScanDanger MappingVessel Inspection
App · Defense · Maritime
Ship Blueprint Scan — Structural Overlay
Drone fleet coordination for full-vessel structural scanning with real-time blueprint overlay, hull integrity analysis.
Blueprint OverlayHull AnalysisFleet Coordination3D Scan
App · Defense · Tactical
Synetic — Thermal Building Intelligence
Multi-sensor tactical platform with thermal and EO fusion for structure analysis. Automated fighting pattern detection.
Thermal FusionHeat MappingPattern DetectionSwarm C2
App · Surveillance
SurveilTrack — City-Wide Drone Monitoring
Persistent urban surveillance with multi-unit drone tracking, real-time performance metrics, health monitoring, and 3D city visualization.
Multi-Unit Tracking3D City ViewHealth MonitorFleet Command
App · Warehouse · Navexa
Navexa — Warehouse Floor Intelligence
Mobile-first warehouse management with real-time robot tracking, floor mapping, and workload analytics.
Floor MappingRobot TrackingWorkload AnalyticsPick Performance
Case · Taiwan · Construction
Zhongbu Expressway — AI Site Monitor
3-drone fleet for daily site intelligence on NT$4.2B civil construction project.
Site Ops CommandLiDAR+RGB FusionPPE AIBIM DeltaJetson AGX
Case · Logistics · 120,000m²
Linkou DC — Autonomous Inventory Brain
24/7 drone-AMR hybrid inventory management replacing manual cycle counts.
Warehouse BrainSAP WMSRFID FusionAMR Co-nav
Case · Smart City · Port
Taichung Port — 24/7 Perimeter Intel
Continuous perimeter surveillance with night-vision AI, LPR on 6 entry lanes.
Persistent Eye AINight Vision AIPSIM BridgeLPR 6-Lane
Case · Defense · Swarm
Operation Eagle Eye — ISR Swarm Platform
5-drone swarm ISR with LangGraph orchestration, AES-256 encrypted mesh at 4ms latency.
LangGraph SwarmAES-256 MeshIR+EO FusionSTANAG 4609Offline-first
03 · P.Brain Architecture

FIVE-LAYER
EDGE STACK

Production-grade, IaC-first architecture — H100 cloud to Jetson edge to sensor mesh, with zero tribal knowledge handoff.

LAYER 01 · CLOUDH100 GPU CLUSTER · TRITON · KAFKATERRAFORMLAYER 02 · AGENT BRAINLANGGRAPH · PLANNER · EXECUTORLANGCHAINLAYER 03 · EDGE COMPUTEJETSON AGX ORIN · TENSORRT · <12msNVIDIALAYER 04 · MESSAGINGMQTT · KAFKA · ROS2 BRIDGECONFLUENTLAYER 05 · SENSOR MESHIP CAM · LIDAR · AMR · ROBODOGSONVIF/ROSP.BRAIN STACK · IaC-FIRST · ZERO TRIBAL KNOWLEDGE
LAYER 01 · CLOUD
H100 Inference Cluster
NVIDIA H100 SXM5 running Triton inference server. Kubernetes GPU Operator for horizontal scaling. Kafka aggregating global fleet telemetry.
LAYER 02 · AGENTS
LangGraph Agent Brain
Multi-agent task graphs: Planner, Executor, Monitor, Memory nodes. Tool-calling for vision, GIS, ERP. Conditional routing for autonomous mission decisions.
LAYER 03 · EDGE
Jetson AGX Orin Nodes
On-drone TensorRT INT8/FP16 inference at <12ms. Full offline capability with local model cache. MQTT telemetry publish at 100Hz.
LAYER 04 · MESSAGING
Unified Event Bus
MQTT v5 for drone telemetry, Kafka 3.x for platform events, ROS2 Humble bridge for robotics. Confluent Schema Registry for type safety.
LAYER 05 · SENSORS
Device Mesh & Registry
mDNS auto-discovery for IP cameras, LiDAR, thermal, AMRs, robotic dogs. OTA firmware staged rollout. Health monitoring with alerting.
04 · Design Services

UPGRADE YOUR
UAV PLATFORM

End-to-end design and engineering for drone OEM/ODM manufacturers — hardware handoff to field-ready deployment.

App UX Design
Mission-grade mobile and desktop UI. Dark-mode-first, mobile Safari safe, hardware-optimized interaction patterns for drone operators.
  • Domain design systems
  • Hardcoded hex mobile-safe CSS
  • Operator & admin dashboards
  • Bebas Neue premium aesthetic
AI Brain Integration
Custom LangGraph agent pipelines deployable to Jetson AGX Orin or H100 cloud. On-device vision model optimization and tool-calling configuration.
  • Multi-agent task graph design
  • TensorRT INT8 optimization
  • Vision pipeline engineering
  • Memory & tool-calling config
H100 CLOUDKAFKA / MQTT BUSJETSON EDGESENSOR MESHIaC
Edge Architecture
IaC-first, production-grade edge stacks with Kubernetes GPU Operator PRDs and zero tribal knowledge in all handoff artifacts. Terraform + Helm templates included.
  • K8s + GPU Operator PRDs
  • MQTT/Kafka/ROS2 fabric
  • Terraform + Helm templates
  • Explicit validation gates
OEMSAPBIMVMSGIS
OEM Integration
Seamless integration with existing OEM/ODM hardware and enterprise ecosystems. SDK/firmware API bridges, ERP/WMS/VMS connectors, white-label deployment.
  • SDK & firmware API bridges
  • ERP/WMS/VMS connectors
  • BIM/GIS/PSIM pipelines
  • White-label app deployment
04 · Why Design Center

YOUR DRONES ARE
ALREADY IN THE FIELD

We don't replace them — we teach them to think. P.Brain adds the reasoning layer — recognize, analyze, plan, execute — on your existing fleet. No new airframes. No firmware rewrites. Just intelligence, bolted on.

Starting from
$2,500
Start simpleExpand as you go
ZERO HARDWARE CHANGES
Your drones stay your drones. P.Brain plugs into existing platforms — same airframes, same sensors, same firmware. We add the brain, not the body.
24/7
SUPPORT
P.BRAIN5m ago
Drone #4 rerouted — obstacle detected
P.BRAIN3m ago
Perimeter sweep complete — all clear
P.BRAIN1m ago
Unidentified person detected — Warehouse B
EDGE-FIRST INTELLIGENCE
The reasoning happens on the drone, not in a server room. Full offline operation. Your drone thinks where it flies — no cloud round-trip, no latency, no dependency.
Time to complete
48-72h
PRODUCTION IN WEEKS
From hardware audit to your drones reasoning in the field. Structured five-stage delivery. You've spent 30 years building domain expertise — we turn it into drone intelligence in weeks, not years.
05 · Packages

COOPERATION
PACKAGES

Three integration paths. Choose based on your deployment timeline and technical depth.

++++
Plug & Play
QUICK VALIDATION?
CONNECT AND SEE RESULTS.
$2,500/m
Start a Demo
  • REST / RTSP / MQTT integration
  • Connect to existing hardware
  • No infrastructure changes
  • 2-day deployment
  • Basic telemetry dashboard
Product Integration
READY FOR PRODUCTION?
WE'LL EMBED P.BRAIN.
$8,500/m
Start Integration
  • Everything from Plug & Play
  • P.Brain SDK + ROS2 embedding
  • Custom AI brain configuration
  • OEM white-label deployment
  • 1-week demo cycle
Co-Development
BUILDING THE NEXT GEN?
LET'S DESIGN IT TOGETHER.
Book Consultation
06 · FAQ

BEFORE YOU
START

Before you start, here's what most OEM partners want to know.

Not finding what you need?
Reach out anytime. We're happy to answer any questions before you commit to working together.
Ask a question
How long does a typical integration take?
It depends on the package. Plug & Play can be validated in 2 days. Product Integration typically runs a 1-week demo cycle. Co-Development — joint firmware and IC design — takes 4 to 6 weeks.
Can we modify the application ourselves?
Absolutely. Every application we deliver comes with documentation, admin dashboards, and configurable parameters. For deeper changes, we provide training and ongoing support packages.
Do we need existing drone hardware before starting?
Not necessarily. P.Brain is hardware-agnostic. We can work with your existing platform or help you spec the right hardware during the audit phase. We integrate with all major OEM platforms.
Do you offer support after deployment?
Yes. We offer ongoing maintenance, model retraining, OTA updates, performance monitoring, and feature iteration packages. Every project includes a handoff period with dedicated support.
What's your typical process?
Five stages: Hardware Audit, UX Design, P.Brain Configuration, Systems Integration, and Field Validation. Each stage has explicit deliverables and validation gates.
How do the cooperation packages work?
Three paths: Plug & Play connects to your hardware via REST/RTSP/MQTT with no infrastructure changes. Product Integration embeds the P.Brain SDK with ROS2 for OEM deployment. Co-Development is a joint design engagement for next-gen hardware.
07 · Contact

LET'S
BUILD

If your drones are limited to pre-programmed missions, you're ready for edge intelligence — Design Center is here. Reach out and you'll get a hardware audit plan, honest technical advice, and a team that ships mission-grade systems.

Whether you prefer a quick call or a simple email, getting started is easy.
Response time
24 HOURS
Includes
FREE HARDWARE AUDIT
Name *
E-mail *
Project and goals *
READY TO
UPGRADE YOUR UAV?

Partner with the UAV Edge Design Center to transform your drone hardware into a domain-intelligent, field-ready application platform.