Software foundations for industrial automation and autonomous robotics.
Edge Pulsar helps industrial OEMs and robot builders structure critical embedded software layers: deterministic control loops, on-chip TinyML intelligence, hardened factory gateways, and CRA compliance.
Modern industrial systems combine real-time motor control, high-frequency sensor networks, OT fieldbus gateways, and edge intelligence. The challenge is not merely running an algorithm, but guaranteeing sub-millisecond determinism, certifiable cybersecurity (IEC 62443 / CRA), and fail-safe A/B rollback OTA updates with zero production line downtime.
Typical pain points
Control-sensitive motion loops cannot tolerate jitter, thread preemption, or timing instability.
Vibration analysis and predictive maintenance saturate network bandwidth unless inference runs on-chip (TinyML).
Cybersecurity and compliance mandates (CRA, NIS2, IEC 62443) require hardware-rooted secure boot and gateway isolation.
OTA updates, vulnerability tracking, and long-term maintenance become severe operational risks as deployed fleets grow.
Pre-qualified reference solutions for this sector
Smart Sensors & TinyML
On-chip spectral classification and anomaly detection directly on microcontrollers to eliminate unnecessary telemetry streaming.
Physical AI & Real-Time Vision
Asymmetric reflex control loops and deterministic safety guardrails for cobots, AGVs, and autonomous mobile robots.
Industrial Edge Gateway
Hardened Yocto Linux stack featuring dual A/B rollback partitions and built-in Cyber Resilience Act hardware security.
Architecture assessment, platform strategy, and compliance roadmapping for industrial embedded systems.
BSP, firmware, RTOS, connectivity stacks, and system software foundations for production-grade industrial platforms.
OTA engineering, CVE monitoring, BSP maintenance, and long-term support for deployed industrial fleets.
Deterministic execution for control-sensitive environments.
Low-level platform structure, bring-up stability, and hardware portability.
Embedded security architecture and long-term compliance readiness.
Update architectures for deployed systems and growing fleets.
How IoT, Edge, and Robotics apply
In industrial automation, IoT, edge computing, and robotics converge within the same operating perimeter. Vibration sensor meshes with TinyML inference, hardened multiprotocol gateways, and collaborative robots all depend on a software foundation that harmonizes real-time timing, hardware security, and lifecycle operations.
Compliance context
Industrial deployments increasingly intersect with CRA-related readiness, IEC 62443-oriented security practices, secure boot logic, and long-term vulnerability management. That makes embedded software architecture part of industrial risk control rather than a purely technical implementation choice.