In a traditional edge AI system, the data journey is a fragmented one. Raw sensor data is processed by one chip (such as an FPGA), then a CPU performs some pre-processing, and finally, a GPU or dedicated accelerator handles the AI inference. This multi-chip architecture introduces latency, complexity, and unnecessary power consumption.
The SE2000’s true innovation lies in its single-chip intelligence. The Versal Gen 2 adaptive SoC integrates all the necessary components for an end-to-end AI pipeline directly onto a single device. This isn’t a marketing gimmick; it’s a design philosophy that completely reshapes how we think about edge AI.
Real-Time Data Ingestion: The board’s programmable logic (PL) acts as a highly flexible, low-latency pipeline for data conditioning and sensor fusion. It’s the ultimate front-end, capable of connecting to and preprocessing data from any sensor imaginable, from cameras and radar to specialized signals, all in real-time.
Efficient AI Inference: The core of the AI power comes from the next-generation AI Engines (AIE-ML v2). These aren’t just generic accelerators; they are purpose-built vector processors optimized for AI inference. They offer a staggering 3x improvement in TOPS/watt over the previous generation. This means you can run larger, more complex models with significantly less power, a critical factor for battery-powered or passively cooled systems.
Command and Control: The integrated ARM Cortex CPUs handle the high-level decision-making and mission-critical control tasks. They take the insights from the AI inference engine and translate them into actionable commands. By having all these functions on a single chip, the system’s overall latency is drastically reduced, enabling truly real-time AI.
Engineered for the Mission, Designed for the Expert
The SundanceDSP SE2000 isn’t just about the chip; it’s about the entire platform. Designed to meet the stringent SOSA™ (Sensor Open Systems Architecture) Technical Standard, it ensures interoperability and streamlined integration into existing systems. This is more than a convenience; it’s a prerequisite for any serious defense or aerospace application.
For the AI expert, this means you can focus on what you do best: developing advanced algorithms. The platform takes care of the hardware complexities, offering:
Unmatched I/O Flexibility: With high-speed GTYP transceivers and expansive optical and FMC+ interfaces, the board can handle the massive data throughput required for sensor-rich applications.
Rugged Reliability: The board supports both conduction cooling (VITA 48.2) and air cooling (VITA 48.8), making it robust enough to survive the harshest operational environments without sacrificing performance.
Built-in Security: A secure boot process with TPM 2.0 and a secure IC ensures the integrity of your AI models and data from the ground up, a non-negotiable for critical deployments.
The New Edge Paradigm
The SE2000 empowers us to move beyond simple inference at the edge. It’s about deploying complete, autonomous AI systems that can preprocess, infer, and act—all on a single, rugged board. This capability opens the door to new possibilities in applications like software-defined radio, autonomous navigation, and real-time electronic warfare.
The era of compromises is over. The SE2000, with its Versal Gen 2 core, is here to redefine what’s possible for AI at the edge, offering a powerful, integrated, and reliable solution for the most demanding missions.