AI inference

Auracore Dynamics Inc. provides a unified, production-grade platform for organizations to build and operate intelligent systems with control over their data, compute, and AI workloads across on-premises, cloud, and hybrid environments. Its suite covers the operational lifecycle from zero-touch infrastructure provisioning to distributed AI inference, with data residency controls, multi-tenant isolation, and audit trails.

AI request routingaudit loggingautomated certificate authority / PKIdistributed workload orchestrationdocument retrievalInfrastructure provisioningmodel fine-tuningmulti-tenant isolation

AvaWatz is an AI decision intelligence company specializing in computer vision and autonomous robotic teaming solutions using machine learning and physics-based algorithmic technologies. Its platform drives adaptive autonomous robotic systems built around a Sensing-Deciding-Acting paradigm, and it provides end-to-end private/hybrid cloud-based SaaS and real-time AI solutions to commercial and government customers.

autonomous robotic teamingcomputer visiondata curation and auto-labelingedge computinghybrid cloud and on-premises deploymentmachine learningmodel trainingpredictive analyticsreal-time model monitoring

Cloudera is a hybrid data and AI platform company that brings AI to data anywhere: in clouds, data centers, and at the edge. Its modular hybrid data and AI platform, Cloudera Anywhere Cloud, is engineered for the Sovereign AI era, converging public cloud with enterprise data centers to deliver a unified cloud experience.

data catalogData engineeringdata governancedata lakehousedata lineagedata warehouseedge managementhybrid data and AI platformstreaming data processing

Hartley Ultrafast is a Bristol-based deep-tech start-up developing optoelectronic inference systems. Its coprocessors fuse silicon photonics and electronics to solve entire neural networks with light, delivering AI inference at lower latency than alternatives. Its Babbage photonic neural network computer runs AI inference in around 160 nanoseconds. Hartley targets real-time systems, enabling infrastructure, and adversarial environments where delay is failure.

FPGA integrationoptoelectronic inferencephotonic neural network computingRTL and Python software integration