EventsFriday, November 6, 2026Santa Clara, California1 min read

Gravity Digital Solutions to present Predictive Corridor Safety at the Edge at the 9th IRF Global R2T Conference and Exhibition

A talk in the technical session Proactive Road Safety Analytics, Inspection and Prevention, Friday, November 6, Santa Clara, California.

Title slide of the talk Predictive Corridor Safety at the Edge, with Washington, DC marked on a world map
The talk title slide.
At the conference, GDS will highlight
  • Near-misses measured at the pole, with video processed on the device.
  • A digital twin that tests a change before it is built; an engineer decides.
  • A label on every number: measured, modeled, simulated or cited.

Gravity Digital Solutions (GDS) will present Predictive Corridor Safety at the Edge in the technical session Proactive Road Safety Analytics, Inspection and Prevention at the 9th IRF Global R2T Conference and Exhibition, Santa Clara Convention Center, on the morning of Friday, November 6. The talk is built around Neural Sentient and the M Street corridor pilot in Washington, DC.

Slide titled Neural Sentient, at a glance: screening, edge unit, digital twin, advisories and evaluation, each with its label
From the talk deck: Neural Sentient at a glance.

It opens with the part of road safety a crash record never sees, then spends most of its time on the corridor: the unit at the pole, what it measures, and the before-and-after by which the pilot will be judged.

“Watch the small label beside every number in this talk. It says where the number comes from: a published study, the official record, a model, a measurement or a simulation. If a safety claim cannot carry that label, we do not make it.”

Karthik Sivakoti, Founder and CEO, Gravity Digital Solutions

To meet the GDS team in Santa Clara, write to contact@gravitydigitalsolutions.com.

About Gravity Digital Solutions

Gravity Digital Solutions, LLC (GDS), of Austin, Texas, builds applied AI for tolling and transportation: Neural Compress Pro, Neural Sentinel and Neural Sentient, and the engineering services to deploy them. gravitydigitalsolutions.com

Media contact contact@gravitydigitalsolutions.com

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