Unlock Safer, Smarter Roads with Integrator-AI

The edge compute platform that fuses traffic signals, sensors, cameras, and more—enabling real-time detection, warnings, and analytics to prevent accidents and optimize flow. All on existing hardware, without expensive infrastructure.

Real-time transportation intelligence at the edge. From legacy systems to cutting-edge tech.

Integrator-AI: Transportation Fusion in Action

Integrator-AI is a versatile edge compute platform that seamlessly integrates any transportation device—legacy or new—into one unified system.

It enables transportation fusion through apps enabling: real-time data sharing, analysis, and control right where it's needed, for faster, smarter, safer, and more efficient roadways.

No cloud. No new hardware. Just results on the infrastructure you already own.

​ ​ ​ ​ ​ ​

Built for Flexibility, Rapid Deployment, and Critical Transportation Infrastructure

Integrator-AI is engineered to meet the real-world demands of traffic agencies: get advanced capabilities up and running quickly, with rock-solid reliability and maximum flexibility—all without unnecessary complexity or cost.

• Universal Drivers: Connect to virtually any transportation device or service. We maintain dozens of production-ready drivers—and can develop new ones quickly to fit your specific hardware or protocol needs.
• Powerful Apps: Pre-built applications for common needs, plus a robust framework for rapid development of custom fusion logic. Build and deploy exactly the solutions your roadways require, leveraging sophisticated, reusable components provided by Integrator-AI.
• Edge-First Design: All processing runs locally for ultra-low latency, fully independent operation even during comms outages, and zero reliance on cloud infrastructure.
• Hardware Agnostic Deployment: Installs directly on existing traffic controllers, detection systems, cabinet servers, or low-power edge devices—minimizing bloat, maximizing compatibility, and slashing costs.

SAFETY: Identify and Study Roadway Safety Issues

Leverage our Automatic Incident Detection (AID) application to detect, capture, and analyze critical safety and efficiency issues in real time.

• Real-time incident capture as events unfold and track changes over time (red light running, wrong way driving, speeding, congestion, near misses, and many more)
• Full contextual fusion — Combines detection data with detailed inputs from all connected infrastructure (traffic signals, sensors, cameras, etc.) for the complete picture
• Interactive GIS playback — Record incidents and replay them on a GIS map. See exactly what the traffic signal was doing, how other vehicles behaved, and the full sequence before, during, and after the event
• Extensible framework — We can quickly add detection for new incident types as needs evolve
• Root-cause analysis support — Rich data provides the insights needed to understand what happened, why it happened, and how to prevent recurrence

SAFETY: Stop Jaywalkers Before Tragedy Strikes

Prevent pedestrian tragedies with real-time detection and instant driver warnings—turning dangerous crossings into safe ones.

Integrator-AI detects pedestrians crossing against the light and immediately activates warnings for approaching drivers—all in milliseconds, using your existing infrastructure. 

How It Works:

• Fuses traffic signal state (walk/don't walk)
• With sensor/camera pedestrian detection
• To trigger warning signs, flashers, audible alerts, connected vehicle notifications for drivers
• Powered by edge-based intelligent logic for ultra-fast, reliable decisions

SAFETY: Alert Travelers to Wrong-Way Drivers in Real-Time – Anywhere

Detect wrong-way vehicles on highway ramps, arterial roads, one-way streets, or urban intersections and instantly warn both the errant driver (to encourage self-correction) and oncoming traffic—preventing deadly head-on collisions. 

Integrator-AI fuses:

• Cameras, radar, lidar, or thermal sensors for reliable wrong-way detection
• LED "Wrong Way" signs, rectangular flashing beacons, or dynamic message boards
• Audible alerts, connected vehicle notifications, or authority dispatches

Key Advantages:

• Works with any roadway geometry, not just ramps—including sharp curves
• Detection strategy designed to eliminate false positives
• Able to detect course correction (confirms driver self-corrects, reducing unnecessary escalations)
• Integrate with our Edge Link broker to build a real-time wrong way detection and alert system

EFFICIENCY: Signal Performance Measures Plus (SPM+)

Gain sophisticated insights into the traveler experience at your intersections—with resolution and detail that existing systems can't provide. 

Integrator-AI's SPM+ app fuses detection data with signal states for edge-processed, high-fidelity analytics on existing hardware.

• Persistent tracking of individual travelers (vehicles, bikes, pedestrians) moving through the entire intersection
• True movement measurements — We measure which way travelers actually go, not just the lane they originate in. For example, if someone makes a right turn from a left-only lane, we log it as a right turn. This captures the real movements travelers are making (traditional turning movement counts are not actual movements)
• True approach and departure metrics showing how traffic truly flows through your intersection
• Data viewed by movement instead of phase — providing a much better traveler's perspective, which is what ultimately matters
• Precise travel time data to see exactly how long it takes to get through the intersection and identify bottlenecks
• Timeline visualizations showing state progressions of each movement, time allotments, and traveler interactions (arrivals, passages, and departures)
• Full pedestrian and crosswalk analytics, including wait and walk times
• Individual movement logging — Every single movement is logged with full access to the raw data for custom analysis or reporting
• Extends ATC event logging — Adds richer, more detailed events incorporating Integrator-AI-specific features and insights beyond standard controller logs

INTEGRATION: Real-time MQTT broker (Edge Link)

Provide secure, low-latency data sharing across your network—without cloud dependency.

Integrator-AI's built-in Edge Link MQTT broker enables real-time publishing and subscription of fused data (detections, signal states, incidents, analytics) between intersections, central systems, or third-party apps.

• Runs entirely at the edge for reliability during outages
• Standards-based (MQTT) for easy integration with existing TMS, ATMS, or custom tools
• Selective data routing—share only what's needed, where it's needed
• Integrate with a central software that can display roadway conditions and infrastructure states in real-time

INTEGRATION: Abstraction of Infrastructure

Safely and flexibly manage infrastructure without vendor-specific lock-in.

Integrator-AI abstracts control and monitoring logic from underlying hardware, allowing apps to issue commands (configuration changes, posting messages, controlling outputs) through a unified, secure interface no matter the protocol or product.

• Works across legacy and modern controllers (NTCIP, SDLC, proprietary, etc.)
• Rule-based safeguards prevent conflicting or unsafe commands
• Custom apps can implement advanced logic (priority, preemption, adaptive)
• Full audit logging of all control actions

FLEXIBILITY: Single Detection System, Multiple Applications

Maximize your existing detectors—why pay for redundant hardware for every new use case when one system can do it all?

A single detection system (cameras, radar, etc.) feeds all Integrator-AI applications simultaneously:

• Safety features (jaywalker detection, wrong-way alerts, AID)
• Advanced analytics (SPM+)
• Control logic (adaptive timing, priority/preemption)
• Custom or future applications

Key Advantages:

• No new detection hardware required—just leverage what you already have
• Fused data from the same source improves accuracy and consistency across all apps
• Add new applications with a simple software update—no field work needed
• Reduces maintenance, power draw, and cabinet clutter—lowering long-term costs

FLEXIBILITY: Swap Infrastructure Components Anytime

Future-proof your deployments with true hardware and vendor independence.

Integrator-AI lets you swap out infrastructure components (controllers, detectors, signs, cameras, etc.) at any time—without losing functionality or rebuilding applications.

• Enables competitive product selection and prevents vendor lock-in
• Retain full application functionality across replacements—no costly rewrites
• Eliminates compatibility concerns during upgrades or bidding, opening the market to best-value options
• Remote configuration updates allow fine-tuning of drivers and logic without field visits
• Easily add drivers to support new or legacy products as needed