Introducing Parallel Works Mission Engineering
Parallel Works' new Mission Engineering team works as an extension of your own, supporting HPC and AI workloads from evaluation through production.

Parallel Works' new Mission Engineering team works as an extension of your own, supporting HPC and AI workloads from evaluation through production.

Six narrated ACTIVATE demos, each under a minute: the marketplace and white labeling, CUI and ITAR workloads, task placement, showback and chargeback, connecting a facility to the IRI API, and single login.
How Parallel Works runs a shared research environment on CoreWeave SUNK and CKS: OIDC and SCIM identity, Slurm QOS tiers, Kubernetes namespace quotas, and usage reporting, with researchers running work three days after node handover.
Enterprises learned that buying GPUs is not the same as using them. The same lesson is arriving one layer up, in tokens, and the fix is governing every token where it is spent: in the request path.

Parallel Works CEO Matthew Shaxted discusses the company's journey, AI infrastructure, and what it takes to shape the future of AI in this Authority Magazine interview.

How Parallel Works ACTIVATE closes the gap between GPU spend and production AI
Artificial intelligence is increasingly being deployed in operational environments where speed, resilience, and autonomy are critical. In defense settings, this means moving AI from centralized system...
Defense organizations are under increasing pressure to modernize their computing environments while maintaining security, compliance, and operational readiness. Traditional, siloed infrastructure mode...
Artificial intelligence is increasingly being deployed at the edge, where data is generated and decisions must be made in real time. As organizations scale AI initiatives, they are discovering that ce...
Artificial intelligence (AI) is transforming defense operations, but deploying AI at the tactical edge presents unique challenges. A recent Cyber Defense Magazine article highlights how AI workloads a...
Q3 2025 Highlights from Parallel Works: AI, HPC, and Platform Innovation