What if every site ran like your best?
Dragonfly Agentic Operators turn any camera and sensor on your floor into operational ground truth for better and faster decisions.
At Every Site. In Weeks Not Years.
Waste Material Classification - Raw Feed
Toggle Agentic Vision to see how Dragonfly reads your waste stream in real time.
Solve Waste Management Challenges that drive Inefficiency
Traditional waste operations struggle with manual processes, limited visibility, and missed revenue opportunities that drain profitability.
2-3 hrs
per facility per day
Manual Reporting Eats Your Shift
MRF managers spend 2-3 hours daily counting, sorting, and building spreadsheets. That's time away from the floor.
20%+
recovery loss
You Don't Know What You're Losing
Contamination and residue stream losses are invisible until the truck leaves. By then, it's too late.
Zero
portfolio visibility
No Cross-Site Intelligence
Each facility runs in isolation. No benchmarking. No way to know if one site is outperforming another.
Introducing The first agentic platform for the physical world.
A team of agents for every ops role - supervised by the people who already run the plant.
Live contamination, throughput, and $/lb loss tracking at every site, supervised by your team.
Mira - The 24 / 7 MRF Operator Agent
Dragonfly's first agentic AI operator built from the ground up for waste and recycling. Employed at scale. Ready for your operation.
See Everything, Instantly
20+ material classes classified in real time. Contamination flagged before the truck leaves the dock. Residue streams tracked to the landfill. Mira watches every minute of your 14.5-hour shift.
Speak Your Language
Mira reports in $/lb, $/ton, and recovery rates - not percentages. Every loss is quantified. Every decision comes with proof.
Move Fast to Close the Loop
Perceive -> Decide -> Act -> Measure. Mira does not just report. She alerts your ops team, triggers OEM machine adjustments, and generates EPR-ready audit packages. Physical AI automation, enterprise-proven.
Live MRF Deployment
Mira monitors sorting lines, residue streams, and transfer station operations across enterprise facilities. Early results:
- - 2-3 hours of shift reporting time saved per facility per day
- - 20%+ improvement in material recovery rates
- - Real-time contamination detection before loads ship
- - Loss tracking in $/lb precision
What Waste Operators Are Saying
Real operators. Real deployments. Real numbers.
"Dragonfly's AI Edge Cameras and platform empowers warehouses, companies and producers to recover more materials, reduce landfill waste, and enhance overall efficiency. Our installed AI devices track everything from recyclables to collections and staff productivity. ROI was clear within the first quarter."
Darrin McComb
Owner, Resource Innovations Africa
Dragonfly at
How we compare to the rest of the waste AI category
Traditional Waste AI
- Lives on the belt only
- Traditional belt AI - sortation-line AI that stays on the belt and stops there
- Cloud-dependent processing
- Video leaves your facility. Latency rises. Bandwidth bills compound. Outages happen.
- Single-facility view
- No cross-site benchmarking, no portfolio intelligence, no consistent language across sites
- Sortation ROI only
- No fire detection, no hazard monitoring, no safety compliance trail - just throughput
Dragonfly Agents
- Lives in the operator's chair
- Every site, every shift - shared visibility from the floor to the front office, aligned on the same data
- Edge-native, sub-100ms processing
- Everything runs on-site. No cloud round trip. Data stays on your floor.
- Portfolio-wide intelligence
- All sites in one place, one language. Your best site sets the benchmark for the rest.
- Operations and safety in one system
- Fire detection, contamination tracking, staffing visibility, and compliance audit trail - one platform
Frequently Asked Questions
Everything about Dragonfly for waste - including how it fits your operation type.
How quickly can we see ROI?>
Most deployments show measurable ROI within 6 months, with many customers seeing initial results in the first quarter after deployment.
Do we need to replace our existing cameras or infrastructure?>
No. Dragonfly is designed to work with your existing cameras and sensor infrastructure.
What about data privacy and security?>
All processing happens on-premise at the edge. Video does not leave your facility unless you choose to send it.
How much training is required for staff?>
Minimal. The no-code interface is designed for operators, not engineers.
Can it integrate with our existing ERP or WMS systems?>
Yes. Dragonfly provides APIs and connectors for common ERP/WMS platforms.
What happens if internet connectivity is lost?>
Edge devices continue operating autonomously and sync when connectivity is restored.
How do you handle multi-site deployments?>
One platform, one language across sites - portfolio-wide benchmarking and rollout playbooks.
What's included in support and maintenance?>
24/7 monitoring, firmware updates, and dedicated success engineering.
How is Dragonfly different from traditional belt AI?>
Belt AI lives on the belt. Dragonfly lives in the operator's chair - every site, every shift.
What does Mira actually do during a shift?>
Watches your line, quantifies losses in $/lb, alerts your team, and generates audit-ready reports.
Can Mira detect fire hazards and lithium batteries?>
Yes - fire, hazard, and battery detection are supported alongside contamination tracking.
Does this work for Material Recovery Facilities (MRFs)?>
Yes. Mira is built ground-up for MRFs, transfer stations, and waste operations.
What about transfer stations - often remote, no WiFi, no stable power?>
Edge-native processing works offline with intermittent connectivity.
Can it work with our fleet and collection vehicles?>
Yes - mobile edge deployments track collections and driver activity.
We run 5+ sites. Does it give us portfolio visibility, not just single-site?>
Yes. Portfolio dashboards benchmark every site against your best.
Your Operation Deserves Better Data
Waste management runs on schedules and assumptions. Let's talk about your operation.