S-Vision delivers two integrated solution pillars for waste and recycling haulers: AI-powered fleet safety to protect your drivers and the public, and Operational AI to drive efficiency, reduce revenue leakage, and deliver actionable data from the field.
🛡️
Fleet Safety for Waste & Recycling
360° AI-powered driver and pedestrian safety: ADAS, DMS, pedestrian detection, alley cams, hopper cams, and SV-Cloud fleet intelligence built specifically for refuse trucks.
Data-driven field intelligence: Modern Service Verification, Overflow Detection, and Contamination Detection that transform raw route data into actionable operational insights.
Service VerificationOverflow DetectionContamination AIRFID & OCR
Explore Operational AI →
360° Fleet Safety AI
Modern Service Verification
Overflow Detection
Contamination Detection
SV-Cloud Intelligence
Open API Integrations
/Fleet Safety
Waste & Recycling Fleet Safety
Built for the Waste Industry.
We understand stop-heavy urban routes, rear-loader, side-loader, and front-loader configurations, field operations and the unique hazards haulers face every single day.
360°
Surround View
97%+
AI Accuracy
3–8ch
Camera Channels
Live
Cloud Monitoring
360° Surround View
ADAS + DMS Dual-Channel AI
AI Pedestrian & Worker Detection
See It In Action
Purpose-Built for the Route
Hopper & Alley Cameras
Near Real-Time Video Evidence
SV-Cloud Fleet Intelligence
Industry Specialists
We Know Waste. Inside and Out.
S-Vision doesn't just supply cameras; we specialize in the waste and recycling industry. We understand stop-heavy urban routes, rear-loader, side-loader, and front-loader configurations, field operations and the unique hazards haulers face every single day.
With the understanding of the Waste and Recycling Industry, S-Vision offers Operational AI for increased visibility into Service Verification, Contamination, and Overflowing bins.
The Waste Industry Challenge
High-Risk Routes. Preventable Incidents.
Waste haulers operate in some of the most demanding environments in commercial transportation.
🚶
Pedestrian Proximity
Workers, residents, and pedestrians near refuse trucks create serious blind-spot collision risks.
📋
Modern Service Verification
Every bin image matched to the route address, with OCR and RFID options available.
🚛
Waste Specific Configurations
Alley cams, hopper cams, arm cams. We understand waste truck configurations.
🧠
Driver Behavior
ADAS and DMS AI enable data-driven coaching that reduces liability and builds a measurable safety culture.
💰
Insurance & Liability
Without video evidence and AI monitoring, a single incident can result in costly claims and rising premiums.
Intelligent Safety. Built for Every Stop.
Every feature is engineered around the operational realities of waste collection.
AI Pedestrian & Worker Detection Alerts
Identifies pedestrians, workers, and cyclists in real time, triggering audible alarms and visual strobe indicators at every collection stop.
360° Top-Down Birds-Eye View
A stitched surround-view image eliminates blind spots around the cab and body of the truck, essential for tight alley approaches and congested collection zones.
ADAS + DMS Dual-Channel AI
Two AI channels run simultaneously, monitoring the road ahead for collision risks while watching the driver for fatigue, distraction, and phone use.
Near Real-Time Video Evidence
Video available almost immediately through SV-Cloud, protecting drivers from false claims with timestamped, geotagged footage from every camera channel.
Hands-Free In-Cab Communication
Built-in mic and speaker allow dispatch to communicate with drivers safely: no handheld devices, no distraction throughout every route.
Fleet Intelligence
Your Entire Fleet. One Dashboard.
SV-Cloud gives waste fleet managers complete real-time visibility, from live vehicle tracking and AI safety event alerts to driver behavior scores and instant video evidence.
Instant Safety Event AlertsNotifications by email, SMS, or in-app the moment an ADAS, DMS, or pedestrian detection event occurs.
Near Real-Time Video AccessStream live or review event-triggered clips from any camera on any vehicle, from anywhere.
Driver Risk & Coaching ReportsPer-driver behavioral scoring gives managers objective data for coaching, backed by video.
Open API IntegrationsPull safety video and event data into your existing fleet management platform seamlessly.
☁️ SV-Cloud · Waste Fleet
LIVE
Vehicles Active
18
Events Today
7
Fleet Score
89
Recent Safety Events
Pedestrian Alert · Unit #06 · Oak & 3rd
High
3m
Distraction · Unit #12 · Route 7
Med
14m
FCW · Unit #03 · Riverside Dr
Med
31m
BSD Alert · Unit #09 · Alley Cam
Low
48m
✓ Open API Integrations Active
Product Line
The Right Solution for Every Fleet.
S-Vision understands that haulers may want very specific configurations, so we can customize each truck to the company's specifications. We also have some pre-configured packages to get your fleet protected quickly and efficiently.
S-Efficiency
Entry-Level AI Safety
Dual-lens AI dash camera delivering driver behavior monitoring and road collision detection: the ideal starting point for fleets building a safety culture.
Dual-lens: road-facing + driver-facing
ADAS forward collision detection
DMS driver behavior AI
SV-Cloud connected
Open API Integrations
S-Enhanced
360° Visibility Package
The complete waste fleet safety solution: dash cam, in-cab monitor, 4 configurable cameras, pedestrian detection, alley and hopper views, and hands-free driver communication.
Dash cam + 7" in-cab color monitor
4 additional configurable cameras
AI pedestrian detection with audible alerts
Alley cam + hopper/blind-spot camera
Hands-free 2-way driver communication
Open API Integrations · SV-Cloud live
S-360 Ultra
Full Surround Intelligence
The ultimate waste fleet platform: 8-channel MDVR, 360° birds-eye view, 6 configurable cameras, pedestrian detection, rear cam, hopper cam, and complete AI safety suite.
10" in-cab monitor
8-channel MDVR onboard storage
360° top-down birds-eye view
6 configurable exterior cameras
AI pedestrian + rear + hopper detection
Full ADAS, DMS & BSD suite
Protect Your Drivers. Protect Your Community.
See how S-Vision's waste-specific fleet safety solution can reduce incidents, lower insurance costs, and give your operation the visibility it needs.
S-Vision's Operational AI transforms raw field data into actionable intelligence, automating service verification, detecting contamination and overflows, and delivering the insights that drive greater efficiency, reduce revenue leakage, and lower operational costs. Let drivers drive. Let AI do the rest.
Automated, image-based proof of service at every address on the route, eliminating disputes, unauthorized pickups, and missed service ambiguity without adding a single task for your drivers.
Proprietary Trigger HardwareCaptures the right image at precisely the right moment, when the bin is being serviced, for maximum actionable data.
Address-Matched VerificationEvery service image is automatically cross-referenced against the route list, confirming correct stops and flagging any missed.
RFID & OCR IdentificationRFID-tagged bins identified automatically. Where tags aren't present, AI-powered OCR reads serial numbers or addresses, covering all environments.
Unauthorized Pickup DetectionLifts on bins not on the driver's route are flagged immediately, protecting contract integrity and deterring revenue loss.
ERP & Billing PushVerified service data flows directly into your ERP or billing system through open API connections, automating dispute resolution with zero manual entry.
Set-Out & Participation InsightsParticipation rates, set-out patterns, and service trends across routes: intelligence that informs route planning and customer outreach.
📋 Service Verification · Route Summary
TODAY
Total Set-Outs
1,068
bins serviced
No Set-Out
217
not placed out
Missed Pick-Ups
14
flagged
Route Time
8h 11m
total
MRF Stops
2
completed
Service Breakdown
Verified Service
1,068
No Set-Out
217
Missed Pick-Ups
14
Route Completion Rate98.7%
🗑️ Overflow Detection · Route Summary
TODAY
Total Lifts
114
serviced today
Total Overflows
19
detected
Egregious
12
overflow
Marginal
7
overflow
3rd Strike
14
generators
Overflow Severity Breakdown
Clean Lifts
95
Egregious OVF
12
Marginal OVF
7
💵 Overflow Fines Assessed$720
Overflow Detection
Right-Size. Bill Accurately. Reduce Costs.
Automatically identify overflowing bins at the point of service, linking each event directly to the generator address and providing the actionable data needed to right-size containers, bill overflow infractions, and reduce disposal costs.
AI Overflow IdentificationDetects overflowing bins at the moment of service, capturing the event image and immediately associating it with the generator's address on the route.
Generator Tie-Back via PSVEvery overflow event is automatically attributed to the specific client account, building a documented history of repeat offenders with severity classifications.
ERP & Billing PushOverflow data flows directly into ERP and billing platforms, enabling automatic billing for infractions or triggering right-sizing workflows without manual entry.
Right-Sizing Revenue OpportunityOverflow reports give your sales team documented justification to upsell larger bins or more frequent service to chronic overflow generators.
Decrease MRF Disposal CostsRight-sizing based on overflow data reduces excess material transported to the MRF, directly lowering tipping fees and disposal costs.
Multi-Telematics CompatibleIntegrates with leading telematics providers; overflow detection can often activate on existing camera hardware without full replacement.
Contamination Detection
Identify. Attribute. Educate.
AI-powered identification of contaminated recycling loads at the hopper, automatically tied to the generator address, with tools to educate residents, reduce MRF disposal costs, and win compliance-driven RFPs.
AI Detection at the HopperAnalyzes the recycling stream at the moment of collection, detecting bagged recyclables, food waste, and prohibited materials before they reach the MRF.
Generator Address AttributionBecause PSV is built in, every contamination event is automatically tied to the specific bin address, identifying exactly which generator is responsible.
Two-Image Evidence ChainCaptures the bin before pickup and the contamination event at the hopper: a documented chain of evidence linked to GPS coordinates, timestamp, and address.
Decrease MRF Disposal CostsIdentifying contamination at the collection point reduces contaminated material delivered to the MRF, lowering tipping fees and sortation costs.
Win Compliance-Driven RFPsMunicipal RFPs increasingly mandate contamination detection. AI documentation gives haulers a measurable competitive advantage at bid time.
Outperforms Bounty Programs 4 to 1AI captures contamination events far more reliably than driver-based reporting, without distraction, inconsistency, or safety risk to the crew.
♻️ Contamination Detection · Route
TODAY
Bins Serviced
1,068
total lifts
Contaminated Bins
288
detected
% Bins Contaminated
27%
of all serviced
1+ Bags / Bin
216
most common
Contamination Type Breakdown
1+ Bags / Bin
216
Yard Waste
61
Styrofoam / Bin
62
Tangles
3
Contamination Rate vs Target (<10%)27% ⚠
📬
Resident Education: Out-Reach
Automatically generated outreach includes the hopper contamination image, the pre-collection bin photo, GPS coordinates, and the resident's address, sent directly to educate responsible residents on proper recycling without any manual effort.
Every capability is designed around one principle: let drivers drive, and let AI generate the operational intelligence that drives efficiency, reduces cost, and protects revenue.
🚛 Let Drivers Drive: Eliminate Task Risk
Tasking drivers with photographing bins and logging service events creates real distraction and safety risk. S-Vision automates all of this, removing the burden entirely so crews can focus on safe, efficient operation.
💰 Revenue Leakage Protection
Unauthorized pickups, missed service disputes, and unbilled overflow infractions all represent revenue leakage. Address-matched verification and overflow detection close these gaps automatically, protecting margin at scale.
📊 Data-Driven Operational Intelligence
Set-out rates, participation rates, contamination frequency, overflow patterns, and service verification records: all captured automatically and available to inform route planning, customer management, and contract performance.
⚡ Real-Time Field Visibility
Supervisors and customer service teams receive real-time alerts for contamination, overflow, and verification events, enabling same-day response, proactive customer communication, and faster dispute resolution.
🔗 Seamless ERP & Telematics Integration
Integrates with leading telematics providers and ERP/billing systems through open APIs; existing camera infrastructure can often be leveraged, and operational data flows directly into the systems your team already uses.
🏆 Outperforms Bounty Programs 4 to 1
AI-automated field data capture consistently outperforms driver-based bounty programs for both contamination and overflow detection, delivering more actionable events, greater accuracy, and zero impact on driver safety.
♻️ MRF Cost Reduction
By detecting contamination at the collection point before loads reach the facility, haulers reduce the volume of contaminated material delivered to the MRF, directly lowering tipping fees, sortation costs, and rejection rates.
📬 Built-In Resident Education Tools
Automated postcard and email generation (populated with bin images, hopper images, GPS, and address) enables targeted resident education campaigns without manual effort, helping reach recycling purity goals over time.
Transform Your Field Operations with Operational AI.
Discover how S-Vision's Modern Service Verification, Overflow Detection, and Contamination Detection can reduce costs, protect revenue, and deliver actionable intelligence from every route, starting today.
