Cisco - Hyperdrive Platform
Cisco is a global leader in networking, security, and cloud technologies, driving digital transformation for enterprise businesses worldwide. Founded in 1984, the company designs and sells critical infrastructure technology, powering secure connectivity and data centers across the globe. As artificial intelligence transforms industries, Cisco continues to innovate by developing scalable platforms that optimize hardware utilization, secure workloads, and streamline complex infrastructure operations for global enterprises.
Client
CiscoLocation
San Jose, California, U.S.A.
Period
2025 - Today
Engagement Model
Dedicated Team
Services
Web Development, AI/ML, UI/UX, QA
Technologies
React, TypeScript, Vite, TanStack (Router, Query), SCSS, Go, Playwright, Docker, Kubernetes
Areas of Expertise
SaaS & B2B Product Engineering, Enterprise Applications & Complex UIs, Real-Time & High-Scale Systems, Data-Intensive Applications & Analytics, AI-Powered Applications & Intelligent Automation, Interactive & Media-Rich Web Experiences
Project info
Client
CiscoLocation
San Jose, California, U.S.A.
Period
2025 - Today
Engagement Model
Dedicated Team
Services
Web Development, AI/ML, UI/UX, QA
Technologies
React, TypeScript, Vite, TanStack (Router, Query), SCSS, Go, Playwright, Docker, Kubernetes
Areas of Expertise
SaaS & B2B Product Engineering, Enterprise Applications & Complex UIs, Real-Time & High-Scale Systems, Data-Intensive Applications & Analytics, AI-Powered Applications & Intelligent Automation, Interactive & Media-Rich Web Experiences
Define
Modern enterprises face a critical bottleneck: maximizing the efficiency of high-cost AI infrastructure, particularly GPUs. Cisco introduced Hyperdrive, a groundbreaking enterprise platform designed to drastically increase cluster utilization through innovative oversubscription and virtualization techniques. Organized into Infrastructure and Consumer Projects, the platform enables admins to onboard clusters, set precise resource limits, and allow users to spin up optimized AI slices. To manage this ecosystem, Hyperdrive equips users with a high-performance web UI to monitor infrastructure health, track virtual and physical metrics, detect anomalies via an advanced alerting system, and instantly resolve malfunctions through AI-driven recommended actions. Furthermore, the UI features an advanced AI Agent that acts as an on-demand companion, assisting users in navigating dashboards and creating custom, deep-dive analyses on any available infrastructure metrics.
Ideate
KMB assembled a robust, multi-disciplinary dedicated team combining UI experts, backend and cloud engineers, and Quality Engineering specialists to bring the Hyperdrive platform to life. A key focus of our strategy was the seamless integration of the AI Agent into the frontend architecture, requiring tight collaboration between our UI team and cloud/backend engineers to establish flawless communication with the underlying AI services. To support this highly demanding enterprise interface, we built a production-ready infrastructure using React, TypeScript, and the Cisco Design System (Magnetic Theme). To guarantee maximum reliability for critical AI workflows, our engineers integrated a robust CI/CD pipeline equipped with static analysis toolsets, Vitest for unit testing, and Playwright for automated integration gates.
Thrive
Our close collaboration with Cisco's product and engineering teams has resulted in a seamless, enterprise-grade application that simplifies complex data center workflows into intuitive, AI-assisted visual actions. By pairing advanced frontend tooling with strong backend and cloud execution, the KMB team successfully delivered a high-performance platform where users can effortlessly interact with the AI Agent to unlock custom insights. The Hyperdrive UI now empowers enterprise admins to comfortably oversee virtualized workloads, maximize their AI infrastructure's ROI, and proactively maintain system health, further establishing KMB as a trusted engineering partner for world-class technology leaders.
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