50 Unique Verticals · 10 Industry Clusters · One Loop

Every sensor. Every industry.
One intelligent loop.

zooid.net turns raw sensor data into autonomous, self-improving decisions — in any environment, with or without connectivity.

"Every sensor generates data. Every data point gets interpreted. Every interpretation drives action. Every action produces an outcome. Every outcome teaches the system. That's the zooid loop."

Sensor Ingest Interpret Decide Act Outcome Learn
50
Unique Solution Verticals
10
Industry Clusters
Sensor Types Supported

Choose your industry. We'll handle the loop.

Select a cluster to explore its verticals, use cases, and the specific AI decisions zooid.net drives in your industry. Some verticals appear across multiple clusters — they serve both industries.

Environmental & Safety 7 verticals

Continuous sensing of atmospheric, aquatic, and radiological hazards. Protect people, ecosystems, and regulatory standing — in real time, at the edge.

geog.ai spatial
V01
Gas & Air Quality Monitoring
Hazardous gases kill people and trigger regulatory fines with little warning. Continuous, real-time detection must work in the most connectivity-challenged environments.
CH4/CO/H2S/VOCsOSHA PELsFencelineReticulum
geog.ai spatial
V02
Water Quality & Hydrology
Water contamination harms people and ecosystems. Compliance violations carry massive fines. Leaks waste billions of gallons. Monitoring must work in remote, harsh, wet environments.
pH/Turbidity/DONPDESFloodLoRa/Reticulum
geog.ai spatial
V05
Noise & Vibration Monitoring
Noise and vibration cause community complaints, regulatory fines, hearing loss, and equipment failure. Continuous monitoring replaces manual spot checks and catches violations in real time.
dBA/PPVBlastOSHA 1910.95Community
geog.ai spatial
V06
Weather & Microclimate
Weather drives operational decisions across every industry. Generic forecasts aren't enough. You need hyperlocal, real-time, decision-grade weather at your specific site.
WBGT/FrostLightningFire WeatherSatellite
V24
Radiation & Nuclear Monitoring
Ionizing radiation is invisible, odorless, and lethal at high doses. Continuous monitoring protects workers, the public, and ensures regulatory compliance in nuclear, medical, and industrial environments.
Gamma/Alpha/BetaNRCDosimetryEmergency
V37
Indoor Air Quality & Occupant Wellness
Poor indoor air kills productivity, triggers sick building syndrome, and violates WELL Building standards. Occupants breathe whatever the HVAC delivers. Now you can measure and act — automatically.
CO2/PM2.5/VOCsWELLASHRAE 62.1HVAC Control
geog.ai spatial
V50
Wildfire Detection & Prescribed Burn
Wildfires destroy millions of acres annually. Early detection cuts response time from hours to minutes. Prescribed burn management requires precision weather and fire behavior modeling.
Thermal/SmokeFire Weather IndexPerimeterReticulum

Infrastructure & Assets 6 verticals

Continuous monitoring of the infrastructure that society depends on — bridges, dams, pipelines, power grids, and the communications networks that run everything else.

V03
Structural Health Monitoring
Structures degrade invisibly. A bridge that looks fine today can fail tomorrow. Continuous monitoring catches deterioration years before catastrophic failure — at a fraction of the cost of reactive inspection.
Strain/Tilt/CrackFHWA NBISBridges/DamsFiber Optic
geog.ai spatial
V04
Seismic & Geotechnical Monitoring
The ground moves — earthquakes, landslides, subsidence, volcanic activity. These events destroy infrastructure and kill people. Early detection saves lives and protects operations.
P-wave/S-waveSlope StabilityMining-inducedFERC Dam Safety
V11
Smart Metering & Utility Management
Utilities lose billions to theft, leakage, and inefficiency while operating on blind grid data. Advanced metering infrastructure turns every meter into a real-time sensor for the entire distribution network.
AMI/AMRDemand ResponseLeak DetectionMesh Network
geog.ai spatial
V23
Pipeline & Linear Asset Monitoring
Pipelines traverse thousands of miles across remote terrain. A single undetected leak can become a catastrophic spill. Continuous, distributed sensing detects anomalies before they become disasters.
Pressure/FlowLeak DetectionPHMSADTN/Reticulum
V36
Power Generation & Grid Infrastructure
Power generation assets fail unpredictably. Grid instability cascades. Predictive monitoring of turbines, transformers, and transmission assets prevents outages before they impact customers or cause safety events.
Turbine/TransformerGrid HealthNERC CIPSCADA Integration
geog.ai spatial
V42
Telecommunications Infrastructure
Cell sites, data centers, and fiber networks are the backbone of modern life. Equipment failures cascade into service outages affecting millions. Proactive monitoring predicts failure before the call drops.
Tower/CabinetPower/ThermalGeneratorVSWR/Signal

Buildings & Facilities 6 verticals

Smart buildings reduce energy costs, protect occupants, and automate the decisions that facility managers make manually every day. From HVAC optimization to access control to data center cooling.

V08
Access Control & Identity
Manual access management doesn't scale. Unauthorized access events are often discovered too late. Intelligent access control integrates every reader, door, gate, and credential into a unified, learning security layer.
RFID/BLE/BiometricTailgatingMusteringCloud/On-Prem
V09
Smart Home & Residential IoT
Millions of home IoT devices generate data that never becomes insight. The missing layer is a decision engine that learns your preferences, anticipates your needs, and acts without being asked.
Z-Wave/Zigbee/MatterEnergySecurityOccupancy
V12
Building Automation & HVAC
HVAC systems consume 40% of building energy — and most run on fixed schedules set years ago. AI-driven BAS optimization continuously tunes comfort, efficiency, and equipment health based on real occupancy and weather.
BACnet/ModbusOccupancyASHRAEFault Detection
V34
Data Center & Server Infrastructure
Data center downtime costs $300K/hour on average. Thermal runaway, power failure, and cooling inefficiency are preventable with continuous, AI-driven monitoring of every rack, row, and cooling unit.
PUE/ThermalPower/UPSDCIMPredictive
V37
Indoor Air Quality & Occupant Wellness
Poor indoor air reduces cognitive performance by 15–50%. Automated IAQ monitoring triggers ventilation adjustments before occupants feel symptoms — and provides the data for WELL certification.
CO2/TVOC/PMWELL/LEEDHVAC LoopReal-time
V38
Physical Security Integration
Security silos — access control, video, intrusion, intercom — don't talk to each other. A unified intelligence layer correlates every signal to distinguish real threats from false alarms and automate the right response.
PACS/VMS/IDSCorrelationSIA/ONVIFAutomation

Industry & Operations 6 verticals

Industrial processes run millions of cycles a day. The AI that monitors them catches the 0.01% anomaly before it becomes a line stoppage, a recall, or a catastrophe.

V13
Industrial Process & Equipment Monitoring
Unplanned equipment downtime costs industrial companies $50B annually. Continuous vibration, temperature, and process monitoring detects bearing failures, misalignment, and process drift weeks before shutdown.
Vibration/TempOPC-UACMMS IntegrationPredictive
V20
Cold Chain & Temperature Integrity
A single temperature excursion can destroy $100K in pharmaceuticals or a human organ. Temperature compliance isn't optional — it's regulated, audited, and the basis for product acceptance or rejection.
Multi-point TempFDA 21 CFR 11MKTGPS Tracking
geog.ai spatial
V31
Oil & Gas Operations
Oil and gas operations span remote wellheads, hazardous refineries, and thousands of miles of pipeline. Integrated monitoring across the full E&P lifecycle reduces safety incidents, emissions, and unplanned downtime.
Wellhead/SCADAH2S/LELEPA/OSHAReticulum
V32
Manufacturing Quality & Process Control
Defects that escape in-line detection become recalls. AI-driven SPC catches process drift in real time, reducing scrap, rework, and warranty claims while maintaining ISO and regulatory compliance.
SPC/CPkVision InspectionISO 9001OEE
geog.ai spatial
V41
Underground & Mining Operations
Underground mining is among the most hazardous environments on earth. Gas, rockburst, fire, flooding, and vehicle collisions kill miners every year. Continuous monitoring — even with zero connectivity — changes those odds.
Gas/SeismicMSHA 30 CFRTrackingReticulum Mesh
V43
Correctional & Institutional Monitoring
Correctional facilities require continuous population accountability, perimeter integrity, and staff safety — with zero tolerance for gaps. AI-driven monitoring replaces manual counts and reactive patrol with proactive awareness.
RFID TrackingDuress/Man-downPerimeterLockdown

Mobility & Transport 7 verticals

Vehicles, drones, ships, and aircraft are mobile edge agents. Every movement is data. Every route is an optimization problem. Every arrival is an outcome to learn from.

V14
Fleet & Vehicle Tracking
Fleet operators lose 20–30% of fuel spend to inefficiency, idle time, and unauthorized use. Real-time tracking with AI-driven dispatch optimization and driver coaching turns every vehicle into a profitable asset.
GPS/CAN BusELD/HOSGeofencingFMCSA
geog.ai spatial
V18
Drone Operations & Aerial Intelligence
Drones are mobile sensor platforms, communication relays, and inspection tools. Every drone is an edge agent in the zooid mesh — capable of carrying data mules across completely disconnected terrain.
RTK/LiDAR/ThermalFAA Part 107BVLOSDTN Data Mule
geog.ai spatial
V19
Traffic & Transportation Intelligence
Traffic engineers make decisions on a few days of manual counts per year. Continuous sensing transforms traffic management from reactive to predictive — with adaptive signals, real-time incident detection, and safety analytics.
Loop/Radar/VideoAdaptive SignalMUTCDV2X
geog.ai spatial
V22
Marine & Port Operations
Ports move $14T in global trade. Ship arrivals, berth allocation, cargo handling, and vessel safety depend on sensor data scattered across VTS, AIS, weather, and cargo systems that don't talk to each other.
AIS/VTSBerth ManagementCOLREGSHull Monitoring
V30
Aviation & Airport Operations
Aviation safety and efficiency depend on synchronized data across ATC, weather, ground, gate, and maintenance systems. AI-driven situational awareness prevents delays, turns, and incidents before they escalate.
ATC/ATISFOD DetectionRunway WeatherFAA/ICAO
V33
Engine & Powertrain Health
Engine failures don't announce themselves. By the time a warning light illuminates, damage is done. Continuous powertrain telemetry catches bearing wear, oil degradation, and combustion anomalies while there's still time to act.
CAN/OBD-IIVibration/OilPredictiveFleet/Marine
geog.ai spatial
V49
Autonomous & Connected Vehicle Infrastructure
AVs and V2X infrastructure generate terabytes per vehicle per day. The edge intelligence layer that processes, decides, and acts in milliseconds — without a round trip to the cloud — is the bottleneck being solved here.
V2X/C-V2X/DSRCRSU/OBURWISNHTSA

Agriculture & Environment 5 verticals

Food production, aquatic ecosystems, and land management depend on continuous environmental sensing. The zooid loop turns field data into precision decisions that increase yield, reduce inputs, and protect natural systems.

geog.ai spatial
V21
Precision Agriculture & Land Management
Agriculture uses 70% of the world's fresh water and vast quantities of fertilizer — most of it applied imprecisely. Precision sensing and AI-driven variable rate application cuts inputs while increasing yield per acre.
Soil/NDVI/WeatherVRAIrrigationDrone Sensing
V25
Waste & Recycling Operations
Waste collection runs on fixed schedules regardless of fill levels. AI-driven dynamic routing based on real-time bin level data cuts collection costs by 30–40% while reducing emissions and overflow events.
Fill LevelDynamic RoutingSortationLeachate
geog.ai spatial
V27
Aquatic & Oceanographic Monitoring
Oceans cover 71% of the planet but are among the least monitored environments. Climate change, illegal fishing, pollution, and coastal hazards require distributed, autonomous sensing networks that operate for years without service.
CTD/ADCP/BuoyGlidersTsunami/SurgeReticulum/DTN
V39
Livestock & Animal Monitoring
A single sick animal can infect an entire herd. Estrus detection missed by 12 hours costs $200 in lost breeding efficiency per cow. Individual animal IoT monitoring catches health events, optimizes reproduction, and automates feeding.
Ear Tag/BolusRumination/ActivityEstrusRFID
V45
Aquaculture & Fish Farming
Fish farming is highly capital-intensive and environmentally sensitive. A dissolved oxygen crash kills an entire year's stock overnight. AI-driven water quality and feed optimization prevents losses and maximizes biomass conversion efficiency.
DO/Temp/FeedSea LiceBiomassCage/Pond

People & Community 5 verticals

Protecting workers, patients, and communities requires sensors that follow people — not just monitor places. When connectivity fails, these systems must still work.

V10
Community & Neighborhood IoT
Municipalities deploy sensors for noise, air quality, flooding, and traffic — then have no intelligence layer to turn that data into action. Community IoT ties disparate sensors into a unified urban awareness platform.
Noise/Air/FloodSmart LightingLoRaWAN311 Integration
V15
Personnel Safety & Wearables
Workers in hazardous environments face gas exposure, heat stress, falls, and isolation. Smart wearables with AI-driven monitoring detect man-down events in seconds and maintain mustering accountability with zero connectivity.
BLE/UWBMan-downMusteringOSHA/MSHA
geog.ai spatial
V17
Emergency & Disaster Response
When disaster strikes, normal infrastructure fails. First responders need situational awareness with zero infrastructure dependency. This is what Reticulum was literally built for — encrypted mesh networking that works when nothing else does.
Reticulum (PRIMARY)DTN MuleFEMA/SARCOP
V28
Healthcare & Medical IoT
Patients are monitored manually during rounds — a model unchanged since the 19th century. Continuous bedside and wearable IoT monitoring detects deterioration hours before clinical signs appear, driving earlier intervention and better outcomes.
Vital SignsRTLSFDA/HL7 FHIRFall Detection
V46
Sports & Venue Operations
Large venues host tens of thousands of people. Crowd density, HVAC, concessions, security, and parking must all respond to real-time conditions. AI-driven venue intelligence prevents crush events and optimizes every operational decision.
Crowd DensityQueueHVAC/EnergySecurity

Defense & Security 5 verticals

Denied environments. Contested communications. Zero tolerance for missed detections. Security and defense applications require edge AI that operates autonomously, encrypted, and offline — by design.

V07
Video Intelligence & Analytics
Cameras are everywhere but most footage is never watched. The value isn't in recording — it's in real-time understanding of what video means. AI processes metadata and events, not raw video, at the edge.
Object/BehaviorLPR/ANPRPPE ComplianceEdge Processing
V29
Robotics & Autonomous Systems
Autonomous systems generate continuous sensor streams that require real-time decisions without cloud dependency. Each robot or autonomous vehicle is a first-class zooid edge agent with its own decision loop.
ROS 2LiDAR/VisionFleet CoordinationOffline-first
geog.ai spatial
V35
Defense & Tactical Systems
Military and tactical operations occur in GPS-denied, communications-contested, and kinetically hostile environments. Edge intelligence that operates fully offline, encrypted, and with zero cloud dependency is a mission requirement — not a preference.
Reticulum EncryptedSIGINT/EWTEMPESTAir-gapped
V38
Physical Security Integration
Security silos — access control, video, intrusion, intercom — generate alerts that no single operator can process. AI fusion correlates every signal, distinguishes real threats from false alarms, and automates the appropriate response.
PACS/VMS/IDSCorrelation EngineONVIF/SIAAutomation
geog.ai spatial
V47
Border & Perimeter Security
Border and perimeter security spans hundreds of miles of remote terrain. Human patrol coverage is impossible. Multi-sensor fusion — seismic, acoustic, thermal, radar, and video — detects and classifies intrusions before visual confirmation.
Seismic/AcousticThermal/RadarCBP/DoDReticulum Mesh

Energy & Power 4 verticals

Energy systems are becoming more distributed, more variable, and more critical. AI-driven monitoring keeps generation assets healthy, grids balanced, and facilities protected from the most destructive risk: fire.

geog.ai spatial
V16
Fire & Life Safety Systems
Fire codes require detection, but code-minimum systems generate a 97%+ false alarm rate and provide zero intelligence. Smart fire systems verify alarms, coordinate suppression, and reduce the wasted fire department responses that desensitize everyone.
Multi-criteriaNFPA 72/13SuppressionMass Notification
V26
Renewable Energy & Storage
Solar panels degrade silently. Wind turbine blade erosion goes undetected. Battery storage systems fail catastrophically. AI-driven monitoring maximizes generation, extends asset life, and prevents the thermal runaway events that destroy BESS installations.
MPPT/IrradianceTurbine SCADABESS ThermalNERC
V36
Power Generation & Grid Infrastructure
A single transformer failure can cascade into a regional outage. Generator health, substation monitoring, and transmission asset tracking prevent unplanned outages and provide the data utilities need for regulatory compliance and insurance.
Transformer/DGAGrid StabilitySCADA/EMSNERC CIP
V48
Space & High-Altitude Platform Monitoring
Satellites and HAPs operate in the harshest environment possible — vacuum, extreme thermal cycling, radiation bombardment. Continuous telemetry analysis detects anomalies before they become failures in an environment with no field service option.
TT&CThermal/PowerHAP/StratosphericFCC/ITU

Smart Cities & Commerce 4 verticals

Cities and commercial spaces generate enormous quantities of behavioral data. The AI layer turns occupancy patterns, traffic flows, and consumer behavior into operational decisions that reduce cost and increase revenue.

V07
Video Intelligence & Analytics
Retail analytics, crowd management, and urban safety all depend on video that nobody is watching. Edge AI processes video metadata in real time — queue detection, conversion analysis, footfall counting — without storing footage.
Footfall/QueueHeatmapRetail AnalyticsEdge AI
V40
Retail & Commercial Space Intelligence
Retailers make layout, staffing, and promotion decisions based on intuition. AI-driven space intelligence turns foot traffic, dwell time, conversion, and queue data into continuous optimization decisions that measurably increase revenue per square foot.
Footfall/DwellConversionStaffingLoss Prevention
V44
Smart Parking & Urban Mobility
Drivers spend an average of 17 minutes per trip looking for parking. 30% of urban traffic is circling for spaces. Real-time occupancy sensing, dynamic pricing, and EV charging management transform parking from a cost center to a revenue asset.
Ultrasonic/CameraDynamic PricingEV ChargingLPR
geog.ai spatial
V49
Autonomous & Connected Vehicle Infrastructure
Smart cities require roadside intelligence that talks to vehicles in real time — signal phase timing, road weather, construction zones, and incident data. The edge layer that processes and broadcasts this data must operate at millisecond latency.
RSU/SPaT/MAPRWISC-V2X/DSRCSmart Cities

The platform is the same. The domain changes.

Every one of the 50 verticals runs the same seven-phase loop. The sensors change. The regulatory frameworks change. The domain knowledge changes. The loop never does.

Phase 1

Sensor

Physical measurement — gas concentration, vibration amplitude, water pH, GPS position, camera frame metadata. The world in numbers.

Phase 2

Ingest

Data arrives via MQTT, Reticulum mesh, LoRa, BLE, DTN, or wired — even with zero connectivity. Every transport supported. No data lost.

Phase 3

Interpret

AI compares readings against domain baselines, regulatory thresholds, and learned site-specific patterns. Context transforms data into meaning.

Phase 4

Decide

Below threshold → log. Approaching → alert. Exceeding → act. Sustained → escalate. Every rule is auditable, tunable, and regulatorily defensible.

Phase 5

Act

Automated responses: control signals, notifications, regulatory reports, dispatch, suppression, shutdown, rerouting — at machine speed, without waiting for a human.

Phase 6

Outcome

Was the alert true or false? Did the intervention work? Every outcome is captured, labeled, and fed back into the learning layer.

Phase 7

Learn

The system calibrates its thresholds, reduces false alarms, and improves prediction accuracy with every cycle. It gets smarter with your data, not generic data.

Every IoT vertical needs a spatial brain. geog.ai is ours.

A reading of 50 ppm H₂S is just a number. Add the wind vector, the source bearing, the terrain between sensor and receptor, and the regulatory boundary it crosses — now it's a decision. zooid.net runs the loop. geog.ai resolves the where.

Most IoT platforms store what and when and stop there. The third axis — where, in spatial context — is what turns a raw sensor reading into something a rule engine can act on. geog.ai is the spatial layer the zooid loop calls into whenever a vertical needs propagation modeling, jurisdiction lookups, terrain context, or trajectory analysis.

It's a clean API, not a mapping app. There's nothing to install and no GIS workflow to learn. Every zooid edge agent and every blueprint can call it the same way: POST /simulate/plume, GET /context, GET /jurisdiction. The result is structured spatial reasoning your decision rules read directly.

And because geog.ai sees readings from every deployed zooid sensor on a site, its physics models calibrate per-site over time — predictions tighten the longer the system runs. Generic models on day one. Site-specific models by day ninety. A moat that compounds with every event.

Simulate

Propagation & Footprint

Physics-based plume, flood, RF coverage, noise, and thermal simulations. Returns a footprint polygon you can compare against assets, personnel zones, and permit boundaries — sub-second for Tier 1, regulatory-grade for Tier 2.

POST /simulate/plume POST /simulate/rf_coverage POST /simulate/noise
Trajectory

Movement & Forecast

Path resolution and forward projection for moving things — vehicles, vessels, wildlife, plumes, contamination fronts. Combines GPS, sensor fusion, and the spatial graph to predict where a tracked entity will be in N minutes, and what it will encounter on the way.

POST /trajectory/predict GET /graph/influence
Context

Resolve the Where

One call enriches a coordinate with everything around it: terrain, land cover, current wind, neighboring sensors, nearest assets, indoor zone graph, building footprint. The raw sensor value is one field — the rest is structured spatial context your rules can read directly.

GET /context GET /nearby
Jurisdiction

Who Governs Here

Every location resolves to its regulatory stack: authority (TCEQ, EPA, state, county), permit class, applicable standards, reporting thresholds, notification windows. Treat jurisdiction as a first-class spatial object so compliance flows out of the same query as the alert.

GET /jurisdiction GET /permits
Explore geog.ai ↗ See bundle pricing Swarm and Colony subscribers get 20% off their geog.ai subscription.

One pricing model. Every vertical.

All 50 zooid.net verticals use the same tier structure. Deploy to any cluster — pay for what you use, scale when you're ready.

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zooid.net bundle discount: Get 20% off your zooid.net subscription when you pair it with an active midmen.ai or augmen.app plan. All zooid.net plans already include access to all 50 verticals — no per-vertical licensing.

geog.ai spatial layer discount: Every zooid.net vertical depends on the geog.ai spatial intelligence API for plume simulation, trajectory analysis, RF coverage modeling, jurisdiction mapping, and more. Swarm and Colony subscribers get 20% off their separate geog.ai subscription when bundled with zooid.net — a discount on the geog.ai API plan, applied at checkout. Claim your bundle discount →

Your sensors are waiting.
Start the loop.

Pick your cluster. Choose a vertical. Connect your first sensor in under 5 minutes — no hardware required to start.