ApertureData provides ApertureDB, a unified database that integrates vector storage, knowledge graphs, and multimodal data management to streamline AI and machine learning workflows. This solution reduces infrastructure costs and accelerates time-to-market by enabling enterprises to manage complex multimodal data at scale, significantly enhancing AI project efficiency.

Bumblebee Networks provides an AI-powered, cloud-managed intelligent edge platform for distributed network deployments. This solution offers automated LTE/5G failover, remote out-of-band console access, and application visibility for enhanced network operations. The platform enables service providers to reduce truck rolls while delivering performance insights and distributed DDoS protection for branch sites.

Coval is a simulation and evaluation platform that enables engineers to test AI agents in both voice and text modalities by generating thousands of test scenarios from a few input cases. This technology allows for precise performance tracking and root cause analysis, ensuring the reliability of AI assistants before deployment.

Edera offers a hardened runtime for Kubernetes that runs each container inside a lightweight Xen‑based microVM, providing hardware‑level isolation and reducing the attack surface by up to 95%. The platform delivers near‑native performance—within 5% of standard containers—without requiring specialized hardware or workflow changes, and includes built‑in observability and policy enforcement for multi‑tenant, GPU‑accelerated, and edge workloads.

Marqov offers an agent‑driven orchestration platform that automates hybrid quantum‑classical workloads by containerizing each computational step and recording complete provenance metadata for reproducible execution. The system integrates with leading quantum simulators and HPC schedulers, providing a REST API and web dashboard for workflow management, versioning, and collaborative sharing.

Remyx AI provides a platform that simplifies the customization and deployment of machine learning models through tools for data curation, model training, and evaluation. This addresses challenges such as data scarcity and talent shortages, enabling faster and more efficient AI adoption for businesses.

Riley automates customer data analysis using artificial intelligence to generate tailored product strategies that adapt as your business evolves. This technology enables companies to derive actionable insights efficiently, maximizing ROI while minimizing the risk of costly decisions.

This company generates AI training data by transforming ethically sourced video into extended causal sequences. Their datasets capture how processes evolve over time, revealing the true structure of real-world change. This enables AI models to reason about long-term consequences and multi-step behaviors beyond isolated snapshots.

Topogy provides an AI‑powered FinOps platform that consolidates multi‑cloud, data, and generative‑AI billing into a real‑time cost model. It automatically tags resources, visualizes dependencies, and monitors LLM token usage, while AI‑driven recommendations and predictive forecasts help enterprises right‑size assets and prevent spend overruns. The solution delivers role‑based dashboards and APIs to align technical metrics with financial KPIs.