Gemma 4 powered auto-dispatch is now live

Every Pothole. Every Issue.
Auto-Resolved.

The autonomous engine for smart cities. Powered by multimodal AI to classify, score, and route municipal infrastructure issues with zero human touch.

Pothole Detected

Main St. & 4th Ave

PROCESSING

SEVERITY 98%

ROUTED: PUBLIC WORKS

Powered By AMD MI300XFireworks AIGemma 4 VisionFastAPIReact 19Powered By AMD MI300XFireworks AIGemma 4 VisionFastAPIReact 19Powered By AMD MI300XFireworks AIGemma 4 VisionFastAPIReact 19

Architected for Scale

We rebuilt the municipal dispatch workflow from the ground up using edge-deployed multimodal AI and hardware acceleration.

Gemma 4 Multimodal AI

Classifies issues directly from citizen-uploaded photos with near-human accuracy.

{
  "classification": "Infrastructure_Damage",
  "subtype": "Pothole_Deep",
  "confidence": 0.994,
  "action": "Dispatch_Heavy_Machinery",
  "estimated_volume": "0.4m³"
}

Instant SLA Prediction

Calculates resolution time instantly.

48hrs

AMD MI300X Powered

Lightning fast inference on enterprise AMD hardware.

SUB-SECOND INFERENCE

Zero-Touch Auto-Routing

Bypasses the call center and connects citizens directly to the active municipal workforce.

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Transparent Pricing

Scale your autonomous infrastructure dispatch with hardware-accelerated tiers.

Campus Pilot

For universities and private campuses.

$2k/mo

1,000 AI Classifications/mo
Standard Gemma 4 Vision
Email Support
Basic Analytics

Municipal Pro

For mid-sized cities (Pop < 500k).

$10k/mo

Unlimited AI Classifications
Dedicated AMD GPU Instance
Sub-second Inference SLA
24/7 Phone Support
Custom Dispatch Routing

Smart City Enterprise

For large metropolitan areas.

Custom

Multi-region Redundancy
On-Premise Deployment Option
Dedicated Engineering Team
Custom AI Fine-tuning

Ready to Upgrade Your City?

Deploy the AMD Developer Cloud powered infrastructure and transform municipal complaints into autonomous action.

Every Pothole. Every Issue.Auto-Resolved.