AI-assisted Dense SLAM

First scalable solution
for continuous mapping
Next-generation mapping
The modern automotive industry requires 3D maps with up-to-date information
about road features. For years, these maps were created with LIDAR-laser scanners
that were very expensive and required a lot of manual labor to operate.

Roadly's technology is based on low-cost consumer-grade devices, crowdsourced data collection, computer vision, and AI. Our approach requires a minimal level of supervision.

Next-generation mapping

The modern automotive industry requires 3D maps with up-to-date information about road features. For years, these maps were created with LIDAR-laser scanners that were very expensive and required a lot of manual labor to operate.

Roadly's technology is based on low-cost consumer-grade devices, crowdsourced data collection, computer vision, and AI. Our approach requires a minimal level of supervision.
HD & ADAS mapping platform
  • Roadly's platform helps build HD maps and provide rich data for Advanced Driver Assistance Systems (ADAS)
  • The platform enables crowdsourced data harvesting, or using the data from your fleet's camera footage.
  • We generate 3D maps with inch-level accurate geometric and rich semantic properties.
Map updates & change detection
Low-cost solution for continuous maintenance and real-time updates for HD maps at scale using crowdsourcing.


Old vs newly-constructed bridge and guardrails
Relocalization and AR navigation based on HD map
  • Robust relocalization in different conditions within seconds based on a previously collected HD map.
  • AR-enabled driving experience to reduce drivers' cognitive load.
  • Situational awareness is enhanced by warning drivers of hazards on the road: speed limits, curves, downhill slopes, speed bumps, etc.
  • New revenue streams from AR experiences for infotainment systems/navigation.
AR experience example
AR experience example
Relocalization and AR navigation based on HD map
  • Robust relocalization in different conditions within seconds based on a previously collected HD map.
  • AR-enabled driving experience to reduce drivers' cognitive load.
  • Situational awareness is enhanced by warning drivers of hazards on the road: speed limits, curves, downhill slopes, speed bumps, etc.
  • New revenue streams from AR experiences for infotainment systems/navigation.
Road assets can be added to the system with a few clicks
Highly-automated data labeling with unsupervised semantic segmentation
  • The semantic segmentation and data labeling pipeline is continuously improved by processing new video footage.
  • Spatial data from dense point clouds empower our AI algorithms to refine semantic masks to the highest level of accuracy.
  • Objects on the maps have both geometric and semantic properties.
Road features extraction & asset inspection
  • With a video from a regular smartphone or dashboard camera, Roadly allows tracking and evaluating of road features, including traffic signs, lane markings, street lights, and guardrails.
  • Roadly's asset inspection module enables change detection and condition reports.
  • Road surface quality and pavement condition data from our platform can empower the car suspension control feature.
A scalable approach to the road assessment
A scalable approach to the road assessment
Road features extraction & asset inspection
  • With a video from a regular smartphone or dashboard camera, Roadly allows tracking and evaluating of road features, including traffic signs, lane markings, street lights, and guardrails.
  • Roadly's asset inspection module enables change detection and condition reports.
  • Road surface quality and pavement condition data from our platform can empower the car suspension control feature.
The granularity of the digital twin is unmatched
Road test digital twin
for AV simulations
Our platform can create digital twins for AV simulations. This exercise helps ensure that AV will behave predictably in even the most challenging scenarios.
Score drivers' safety based
on HD map insights
  • Driver behavior monitoring is a vital part of efficient fleet management. Fleet-tracking dashboard cameras can help improve driving safety significantly.
  • Our platform's AI monitors driver behavior and driving quality from both dashcam video and previously collected HD mapping data.
  • Insurers can accurately and competitively price consumers, better predict risks, improve loss ratio, and motivate behavior change.

Schedule a demo with Roadly to learn how our advanced computer vision technology streamlines the data collection process.

Schedule a demo with Roadly to learn how our advanced computer vision technology streamlines the data collection process.