advancing the world through infrastructure development for advanced intelligent transportation system
redefining mobility
building the future
civilization
a future where city streets are seamlessly navigated by fleets of autonomous pods, buses and shuttles—not powered by expensive in-vehicle sensors, but guided by intelligent infrastructure. In this world, autonomy is no longer confined to individual vehicles. instead, smart poles and connected infrastructure do the heavy lifting—making autonomous mobility more scalable, affordable, and sustainable than traditional vehicle-centric systems. ride sharing services dynamically dispatch shared AVs to pick up passengers travelling similar routes. robo-taxis efficiently drop off commuters at transit.
urban autonomy for tomorrow - the future in blink of seconds
solutions
01 navigation of goods
fully autonomous mobility in manufacturing, industrial and mining applications
a pioneering system for guiding goods, proving its power in real
places. This unseen mind gives full command over movement,
making sure every item arrives more securely and much faster
across huge factories, bustling storage areas, and even deep
mining sites.
02 navigation of passengers
fully autonomous mobility at ports, malls, indoor mobility, parks - fleet system
the very first system making short trips flow like a dream, changing
how we move in many spots today. it brings effortless, personal
journeys that let people simply drift, ensuring shorter travel times
and better access through busy ports, wide-open parks, big
shopping places, and even inside large buildings.
03 navigation in cities
fully autonomous mobility safe and sustainable
the world's first true brain for city roads is here, unfolding a smarter
future for every street right now. it creates a whole new kind of city
motion, where vehicles move like a connected mind, making every part
of the city much safer, always available, and easily reached for all,
making everything wonderfully linked..


04 muffin-V2X general purpose
communication unit for
OEMs/Vehicles
advanced hardware &
software for communication
methods utilized for any V2X
communication

automotive pod engineered for comfort
and luxury autonomous navigation
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seamless
secure transportation
way more than engineering
technology

innovative system for guiding autonomous
vehicles, proving its power in real places. this
unseen mind gives full command over movement,
making sure every item arrives more securely and
much faster across huge factories, bustling
storage areas, and even deep mining sites.
2nd generation of autonomous navigation
01 infrastructure sensing
3rd perspective view
the system of infrastructure sensing framework deploys an array of
strategically placed high-resolution cameras to capture continuous
bird’s-eye view footage of roads and vehicles. by integrating data
from multiple vantage points, this system achieves comprehensive
360-degree situational awareness, enabling precise object recogni-
tion, enhanced roadway monitoring, and rapid anomaly detection for
elevated operational efficiency and safety.
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02 centralized decision making
centralized decision making using advanced artificial intelligence
at the core of our platform is a proprietary machine learning
algorithm tailored for real-time decision orchestration. incoming
multi-angle video streams from the infrastructure layer are
processed on dedicated servers, where our algorithm analyzes the
environment, anticipates movement patterns, and generates
actionable instructions designed to maximize vehicle safety,
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03 V2X communication
secure & advanced V2X communication system
we employ a robust C-V2X (Cellular Vehicle-to-Everything) & DSRC
communication protocol for ultra-reliable, low-latency data exchange
across all connected elements. this implementation creates a highly
integrated transport infrastructure, allowing seamless and secure
interactions between infrastructure, fleet management systems, and
vehicles for synchronized mobility at city scale.
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04 V2X general box
V2X box - on board vehicle unit
our proprietary V2X General Box is engineered on advanced FPGA
boards and operates via a real-time operating system. It incorporates
secure access control panels, resulting in a flexible, hardware-reconfig-
urable interface that enables every form of V2- communication. Acting
as the execution hub, it interprets high-level traffic and safety instruc-
tions, transmitting them directly to vehicles for immediate, coordinated
system-wide response and heightened security.
fueling with innovation

*beyond innovation*
research
our research is a continuous, collaborative effort that brings together a multidisciplinary team of experts in AI, robotics, systems engineering, and human-machine interaction, working closely through regular meetings, shared learnings, and iterative development cycles. constant feedback loops, hands-on experimentation, and cross-functional teaching sessions help us refine our ideas and adapt quickly to emerging challenges in cutting edge technology. our team thrives on a culture of curiosity and continuous learning, ensuring ethical, scalable solutions that align with real-world mobility needs and urban transformation goals all with the shared mission of building intelligent systems that evolve and move the world forward.
explore

unlocking the future of
highly automated vehicles​​
august 2025 - white paper
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vehicle centric approaches to Levels 4–5 autonomy remain economically and technically untenable—driven by $10k–$100k per vehicle sensor/compute stacks and reliability limits—leaving true Level 5 adoption below 1% by2040. It advances a “2nd Generation of Autonomous Navigation” that reframes autonomy as a city scaleservice: shifting perception, mapping, planning and control from individual cars to shared infrastructurecomprising pole mounted camera networks, centralized AI hubs that maintain a live digital twin, vehicle specificmotion planners, and low latency V2I communication.
future for all
dots autonomous
at dots, our commitment to innovation drives every aspect of our approach to autonomous mobility. by pioneering infrastructure based solutions, we’re dedicated to making advanced self-driving technology affordable and accessible for all.
innovators

CEO
bhargava hegde
contact
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