Route1 Announces Provisional Patent Application

Executive Summary

• Route1 Inc. filed a provisional patent application (U.S. Patent and Trademark Office) on December 16, 2025 for “Hierarchical and Distributed Signal Processing Pipeline Architecture for Low‑latency Machine Learning and Scalable Agentic Artificial Intelligence Coordination and Training.”
• The filing supports the company’s broader IP strategy around its real‑time ALPR processing platform and upcoming AI Co‑Pilot (ABI version 4.0) slated for release in early 2026.
• The AI Co‑Pilot will run on a dedicated three‑node GPU cluster with NVIDIA Blackwell GPUs, supporting 13B–70B parameter models and delivering low‑latency, on‑premises analytics for parking operations.

Key Details

• Provisional Patent: Title – “Hierarchical and Distributed Signal Processing Pipeline Architecture for Low‑latency Machine Learning and Scalable Agentic Artificial Intelligence Coordination and Training.”
• Purpose of Patent: Secures Route1’s breakthroughs in real‑time ALPR processing, scalable model orchestration, and adaptive learning; reinforces technical leadership and protects foundational AI technologies.
• AI Co‑Pilot (ABI 4.0):
• Target release: early 2026.
• Function: AI operations co‑pilot that acts as a force multiplier for parking enforcement and management staff.
• Infrastructure: On‑premises three‑node GPU cluster, latest‑generation NVIDIA Blackwell GPUs, shared storage, persistent SSD checkpointing, high‑speed networking.
• Model capacity: Supports 13B–70B parameter models; designed for continuous refinement via feedback loops.
• Key Capabilities Highlighted:
• Event‑aware staffing optimization.
• Predictive compliance sweeps.
• Proactive curb allocation.
• “What‑if” investment planning.
• Business Impact Claims: The system will uncover latent revenue opportunities, optimize curbside usage, monitor facility occupancy and turnover, and visualize compliance performance in real time.
• Contact: Tony Busseri – President & CEO ([email protected]).

Notable Quotes

• “The more it is used, the stronger it becomes—growing into a domain‑specialized AI expert in parking operations.” – Tony Busseri, President and Chief Executive Officer.