Strategic insight and advisory for organizations building, funding, and operating the next generation of AI infrastructure.
The Infrastructure Constellation is where I analyze the realities shaping high-density compute, data center expansion, GPU acceleration, power and cooling constraints, and the global shift toward sovereign AI.
If your team is navigating this landscape, from early-stage innovation to enterprise deployment, I provide targeted and independent insight that blends deep technical expertise with real-time market awareness.
WHO I WORK WITH
I partner with organizations across the AI infrastructure ecosystem, including:
AI Infrastructure and Technology Vendors
GPU cloud platforms, data center technology companies, cooling and power innovators, orchestration platforms, and hardware or software teams bringing new infrastructure capabilities to market.
Investors and Capital Partners
VC, PE, and infrastructure funds evaluating opportunities in compute, data centers, AI-native platforms, sovereign AI, or emerging infrastructure technologies.
Enterprise Architecture and Strategy Teams
Organizations preparing for AI workloads, GPU adoption, private AI requirements, or next-generation data center planning that need independent guidance beyond vendor messaging.
Focus Areas
My work centers on providing clarity in a fast-moving and complex environment.
- Market landscape and ecosystem insight
- Competitive analysis and positioning guidance
- Infrastructure and data center strategy
- AI infrastructure architecture and readiness
- Private AI and on-prem GPU cluster planning
- Neo cloud and hybrid GPU deployment models
- Sovereign AI architectural considerations
- Hyperscaler strategy and workload placement
- GPU workloads, performance tradeoffs, and operational constraints
- Technical diligence for investors
- Executive briefings and strategy discussions
Every engagement is tailored to the organization and the outcome they need.
working together
I partner with organizations navigating complex infrastructure decisions and emerging AI capability. Engagements are deliberate, insight-driven, and designed to support teams that value independent analysis and technical depth.
Engagements may include:
- Short term analysis or briefings
- Ongoing advisory conversations
- Strategic reviews for leadership teams
- Private insight sessions for product, GTM, or investment groups
- Independent assessments that clarify readiness, architecture options, competitive positioning, or overall strategy
If you believe my perspective could support your team, I am happy to explore whether we are a strong fit.
Background
I bring a hybrid perspective that connects enterprise reality, data center operations, and the rapidly evolving AI infrastructure stack.
I am a VMware Certified Design Expert (VCDX) with a long background in enterprise architecture and data center design. I have spent years working at the intersection of infrastructure, product strategy, and emerging technology.
Today, my analysis focuses on AI infrastructure, GPU clusters, power and cooling dynamics, next-generation data centers, and the global movement toward sovereign AI.
This combination of hands-on technical depth, market analysis, and real-time trend tracking allows me to offer insight that is both practical and strategic.
Start a Conversation
If your organization is exploring a project, evaluation, or strategic initiative and would like to discuss whether a collaboration could be valuable, you can reach me by using the contact form, or connecting with me on social media.
