Wavesgrid
Acoustic Edge AI for Critical Infrastructure
Convert deaf highway and facility systems into proactive, real-time safety nets. All-weather threat detection with zero processing blind spots.
Environmental Blindspots
Camera Limitations
Traditional infrastructure cameras are rendered blind by fog, rain, or smoke—precisely when accident rates spike by over 20% during weather anomalies.
Source: WHO Road Safety Reports
Costly & Reactive Systems
Heavy cabling, continuous bandwidth, massive cloud hosting. Current systems only alert after fires erupt or mechanical collisions occur—too late to prevent tragedy.
Distributed Listening Nodes
100m Spacing Network
We deploy compact, low-cost acoustic listener nodes at 100-meter spacing. Our design leverages the physical Inverse Square Law to capture early crash signals before they're masked by ambient noise.
High-density placement limits max decay to 50m, enabling local edge nodes to isolate critical signatures instantly.
Key Advantage
All-Weather Coverage
Works in fog, rain, smoke where cameras fail
Deployment Cost Target
<$100 per Node
10x cheaper than optical camera systems
Acoustic Edge AI Architecture
Software Status
Custom high-throughput MQTT ingestion engine written entirely in Rust for absolute memory safety and ultra-low telemetry transmission delay.
Hardware Status
Optimization of proprietary TinyML model architectures to recognize tire blowouts, vehicle impact, and mechanical friction locally on low-power DSPs.
Protocol
Highly secure, lightweight edge packet protocol proven to handle millions of simultaneous pings with custom audio feature extraction.
Key Benefits
Accelerated Response
Emergency dispatch windows under 2 seconds for highway collisions, reducing highway mortality rates during adverse weather.
Infrastructure Protection
Non-invasive bearing friction profiling detects HVAC and transformer breakdown cycles, stopping electrical fires before ignition.
Low Carbon Footprint
Local edge processing eliminates continuous video streams, slashing data storage and energy consumption by over 90%.
Addressable Smart Infrastructure Market
Total Addressable Market
$12.0B
Serviceable Available Market
$3.2B
Serviceable Obtainable Market
$45.0M
🎯 Primary Target Markets
- • National & State Highway Authorities (e.g., NHAI)
- • Municipal Smart City systems
- • Private tollway developers
🏢 Secondary Markets
- • Large-scale industrial facility operators
- • Multi-building central HVAC systems
- • Enterprise infrastructure management
Highly Capable Engineering Unit
Comgrid Research is driven by a lean, specialized team of 5-6 software and embedded systems engineers with extensive backgrounds in building high-throughput, low-latency media and streaming infrastructure for premier enterprise clients in the US.
Founders & Architecture (1-2)
- • System Design
- • Digital Signal Processing (DSP)
- • Rust Core Architecture
Engineers (4-5)
- • Firmware Development
- • Cloud Orchestration
- • TinyML & MQTT Pipelines
- • AWS/Azure Infrastructure
Sales & Partnerships
🚀 Sales Channels
- B2G:Highway smart corridors & government tenders
- B2B:Tollway & facility HVAC developers
🤝 Key Partners
- Cloud:AWS, Azure for telemetry orchestration
- Hardware:PCB manufacturers for low-cost scaling
Ready to Deploy Wavesgrid?
Join the next generation of infrastructure intelligence. Request early access to pilot Wavesgrid in your network.