The Good Tech Companies - AI-Powered Catalyst Dashboard: How Dipesh Kashiv Revived a $3.2B Networking Business

Episode Date: July 22, 2025

This story was originally published on HackerNoon at: https://hackernoon.com/ai-powered-catalyst-dashboard-how-dipesh-kashiv-revived-a-$32b-networking-business. Dipesh Kashiv’s AI-driven Catalyst Dashboard unifies multi-cloud network management, driving $2B in projected revenue and setting industry benchmarks. Check more stories related to management at: https://hackernoon.com/c/management. You can also check exclusive content about #ai-driven-network-management, #dipesh-kashiv, #catalyst-dashboard, #zero-trust-security, #quantum-resilient-routing, #multi-cloud-network-solutions, #enterprise-networking, #good-company, and more. This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com. Dipesh Kashiv led the Catalyst Dashboard initiative, reviving a $3.2B networking business with AI-powered, Zero Trust network management. His strategy reduced costs by 40%, gained early adoption by top enterprises, and is projected to generate $2B by FY26. With patents in quantum-resilient routing, Kashiv’s work defines the future of secure, AI-driven networks.

This audio is presented by Hacker Noon, where anyone can learn anything about any technology. AI-powered Catalyst Dashboard, How to Pesh Khashiv revived a $3.00. 2B Networking Business, by Sonia Kapoor. In an era where enterprise networking faces increasing complexity across multi-cloud environments, the success of the Catalyst Dashboard, a unified full-stack network management system stands as a testament to exceptional strategic vision and operational excellence. Spearheaded by Group Product Manager Dupesh Kashiv, this ambitious initiative aimed to revitalize a $3.2-brouting business at a global networking leader. The program has since set new benchmarks for innovation, financial turnaround,

and technological advancement in the enterprise networking sector. The challenge, reversing a $1 billion business decline in enterprise networking. The strategic initiative, aimed at reversing a $1 billion decline in a global networking leaders routing business over three years, presented a major challenge in enterprise network management. Depeche Kacheev was tasked with leading the transformation of router management across a complex product ecosystem. This included aligning cross-functional teams spanning multiple network management platforms deployed in multi cloud and hybrid environments, core

routing platforms, and cloud managed SD-WAN. The objective was clear. Tunify fragmented capabilities into a cohesive, scalable solution that could restore business momentum and modernize enterprise network operations. Strategic Approach Pivoting from rejection to breakthrough solution. At the core of this success was a disciplined approach to product strategy and decision-making. When his initial proposal to enhance router management capabilities within an existing multi-cloud network management platform was declined due to cost and prioritization concerns, Dipesh Khashiv demonstrated exceptional adaptability. He pivoted the strategy by proposing a lightweight virtual machine solution that repurposed existing

APIs and infrastructure, reducing development costs by 40%. This innovative approach not only addressed technical and financial constraints but also gained executive approval, despite earlier resistance, by balancing impact with efficiency. Customer-centric innovation, identifying critical gaps in network management. The impact of this leadership extended well beyond technological execution. Through in-depth collaboration with enterprise networking customers, field sales, and UX research teams, Dipesh Kashiw uncovered critical gaps in existing network management platforms, particularly around visibility, real-time anomaly detection, and alignment with zero trust security principles. By

grounding product development in these insights, he ensured that the solution addressed urgent market needs. This customer-driven strategy proved successful, leading to the early adoption of the platform by over 10 enterprise customers during initial field trials. Cross-functional leadership Orchestrating teams across multiple divisions Stakeholder alignment was pivotal to the platform's success. Dipesh Kashiw demonstrated outstanding cross-functional leadership by seamlessly coordinating with field sales for early customer trials, partnering with engineering teams' Toneshare standardized

API integrations, and guiding customer experience teams in delivering white-glove onboarding support. His ability to unify diverse functions behind a shared vision ensured organizational buy-in, validated customer demand, and established critical telemetry pipelines for continuous product optimization. Business Impact, generating $2 billion in projected revenue by FY26. The financial impact of the initiative

has been transformative, with over 5,000 routing customers and an average order value of $480,000. The solution is projected to drive approximately $2 billion in revenue through license renewals between FY23 and FY26. This milestone not only reverses a multi-year business decline but also reinforces the platform's strategic value in sustaining customer retention and enabling long-term growth in the enterprise networking market. Industry Impact

Establishing new standards for iDriven network management Perhaps most significantly, Depeche Kyshev's work has established a scalable reference architecture for iDriven, zero-trust network management across multi-cloud environments and hybrid deployments. By building telemetry to power AI-enhanced assurance and analytics, adding advanced security monitoring across the entire network, this framework sets a new benchmark for predictive, self-healing and secure enterprise networks.

The solution has elevated industry expectations around operational intelligence, network resilience, and autonomous optimization, positioning it as a leading model for next-generation network management systems. Technical innovation and intellectual property, pioneering quantum resilient networking. Beyond the catalyst dashboard's commercial success, Depeche Kyshev's contributions to the field extend to groundbreaking research and intellectual property development. His utility patent for, system and method for quantum resilient routing via dynamic crypto switching in WAN, SD-WAN, represents a significant advancement in preparing network infrastructure for the post-quantum

cryptography era. This innovation addresses one of the most pressing challenges facing enterprise networks, maintaining security and performance as quantum computing threatens traditional encryption methods. His extensive research portfolio demonstrates deep expertise across multiple domains of next-generation I-enhanced and secure networking. Notable publications include I-augmented BGP root optimization for SLA-driven SD-WAN, which introduces intelligent routing algorithms that automatic ally adapt to service-level requirements, and Edge Native zero trust architecture for high-speed containerized applications, addressing the security challenges of modern distributed

computing environments. The paper, Zero Trust Network Access, ZTNA, Enforcement Using Real-Time Risk Scoring in Dynamic Path Segmentation, showcases his work in developing adaptive security frameworks that respond to threats in real-time, while SaaS-ifying network management, a modular, containerized, and eye-driven platform for enterprises, outlines the architectural principles behind cloud-native network management solutions. His research on quantum-resilient routing, post-quantum crypto integration in WANs, and eye-enhanced secure SD-WAN in the post-quantum era with quantum cryptography, demonstrates forward-thinking approaches to network security

in an era of evolving cryptographic threats. These works have established him as a thought leader in quantum-safe networking architectures. The culmination of his research is captured in his comprehensive book, i-driven networks, architecting the future of autonomous, secure, and cloud-native connectivity, which serves as a definitive guide for network architects and engineers navigating the transformation to intelligent, self-managing network infrastructure. Career Milestone Showcasing technical expertise and strategic leadership. For Dupesh Kashyav personally, the project represented a significant career milestone, showcasing his expertise in eye-enhanced networking, zero-trust security, and data-driven network

insights. His ability to pivot strategies under budget constraints, secure executive buy-in through compelling business cases, and align diverse teams has positioned him as a key contributor in defining Cisco's roadmap for predictive, AI-powered network management. The combination of practical business impact and theoretical innovation through hispatence and publications demonstrates the rare ability to bridge academic research with commercial application. Recognition and accolades. Multiple connected Cisco Awards for Innovation.

The success of this initiative has been recognized through multiple internal awards, including executive leadership acknowledgement in 2023 for identifying critical gaps in routing management and a 2024 award for outstanding support to sales teams. These accolades underscore the far-reaching impact of Depeche Gashiev's work, which has driven both technological innovation and measurable business outcomes. Future Vision Redefefining network infrastructure for AI and quantum security era. As the networking landscape continues to evolve toward multi-cloud and edge computing environments, Kashiv remains focused on building AI-powered frameworks that anticipate threats and autonomously optimize performance. His commitment to integrating AI, zero-trust security, and

post-quantum cryptography, evidenced through both his commercial work and research contributions, represents a forward-looking vision for the industry, one that transforms networks from infrastructure components into strategic business enablers. Long-term industry impact, shaping the future of enterprise networking, looking ahead, the influence of Depesh Keshav's work reaches well beyond individual milestones. His continued contributions to thought leadership, reference architectures, industry best practices,

and now patented innovations are helping define the future of high-powered, quantum resilient networking. As enterprises grapple with increasingly complex, distributed infrastructures, the frameworks he has pioneered through both commercial implementation and academic research offer a trusted blueprint for agility, scalability, and resilience in network operations. The Catalyst Dashboard project exemplifies how focused leadership and technical innovation can reshape an entire product category. What began as a targeted response to business headwinds has evolved, under Depeche Kachev's

guidance, into a broader industry paradigm shift. His work, spanning from practical business solutions to cutting-edge research and patented technologies, is now setting new standards for how organizations conceptualize and operationalize network infrastructure in the era of AI, zero trust, and post-quantum security. About Depesh Kashiv Depesh Kashiv is a principal product manager specializing in AI-driven networking solutions, based in San Jose, California. With advanced degrees in computer engineering and electronics and telecommunications, he brings a unique blend of technical depth and strategic vision to product leadership.

Throughout his career at leading technology companies including Cisco Systems, Aruba, a Hewlett Packard enterprise company, Hughes Network Systems, and Price Waterhouse Coopers, Depeche has driven significant business growth through innovative product development and go-to-market strategies. His expertise spans cloud-native architectures, AI, ML implementation, and as a service business models, positioning him as a thought leader in predictive, quantum-secure networking. His contributions to the field include groundbreaking patents in quantum-resilient routing technologies and an extensive portfolio of research publications covering eye-augmented network optimization, zero-trust architectures, and post-quantum cryptography integration. His book, iDriven Networks, Architecting the Future of Autonomous, Secure, and Cloud-Native

Connectivity, serves as a comprehensive guide for the next generation of network infrastructure. Depeche remains committed to transforming enterprise networking through intelligent, customer-centric solutions that enable digital transformation while delivering measurable business outcomes. His future goals are centered on redefining how networks operate by integrating AI, zero-trust security, and post-quantum cryptography to create predictive, self-healing systems that are air-resilient, data-centric, and secure by design. This story was distributed as a release by Sonya Kapoor under HackerNoon's business

blogging program. Thank you for listening to this Hacker Noon story, read by Artificial Intelligence. Visit hackernoon.com to read, write, learn and publish.