Success-Plan Services
6 min read
Why Physical AI Needs a Data-Oriented Architecture
Physical AI is often framed as a model lifecycle: train in the cloud, deploy to the edge, then improve the model over time. That framing misses the...
Real-Time Data Streaming
4 min read
Data at the Edge vs. Data in the Cloud: The Choice Between DDS and Kafka
If you’re like me, you’ve spent many late nights debating the best way to move data around a distributed system. Whether you're building a fleet of...
4 min read
Beyond gRPC: The Data Distribution Challenge in Physical AI Systems
In the course of supporting modern autonomous vehicles, robotic fleets, and mission-critical defense platforms, today’s Physical AI systems generate...
6 min read
The Physical AI Data Flywheel: Why Data Architecture Is the New Differentiator
Most companies today have an AI strategy built on strong ambition, but a data strategy built on wishful thinking.
4 min read
The Dawn of Physical Data Streaming
The smart-planet promise is everywhere these days: Robotaxi fleets. Digital ORs. Golden Dome. Smart farms. Dark factories. These integrated systems...
5 min read
The Tao of Data Distribution: Transcending RPC
The Case for Connext: Achieving Enlightenment through DDS TheData Distribution Service (DDS®) standard embodies real-time communication based on the...
4 min read
Integration Tax: The Hidden Cost of Fragmented Architectures
In the race to deploy autonomous systems and Artificial Intelligence (AI), organizations often focus on the physical assets – the robotics, the...