From orchestration architecture to edge deployment and industrial automation—we build the connective tissue between AI, devices, and the real world.
Coordinate AI agents, devices, and people with model-agnostic routing, guardrails, and auditability.
Optimize and deploy low-latency AI to Jetson/Coral/ARM with OTA updates and fleet controls.
Perception-to-action pipelines for yards and warehouses—vision, OCR, tracking, and incident response.
Edge-to-cloud pipelines, lakehouse architecture, real-time dashboards, and observability.
ETL/ELT workflows, data modeling, quality pipelines, and performance tuning for analytics and AI workloads.
Threat modeling, red-teaming, RBAC, privacy-by-design, and compliance reporting.
A/B testing, auto-tuning, cost/perf tradeoffs, and safe rollouts for edge fleets.