Operator-Built.
Institutionally Structured.
N2N Capital combines private equity discipline with hyperscale operating expertise to deliver contracted, infrastructure-grade cash flows and scalable platform value creation. We develop proprietary AI-native infrastructure across the U.S., India, and Mexico.
AI-Native Infrastructure Design
High-density, rack-scale infrastructure engineered for H100/GB300 chipsets, cluster architectures, and next-generation liquid cooling standards.
Token Utilization Efficiency (TUE)
We focus on TUE — not traditional PUE — to capture maximum compute value and drive premium exit multiples for investors.
ESG-Integrated Investment Model
PUE <1.3 with renewable PPAs and ESG-aligned financing structures, enhancing yield resilience and LP diversification.
Project-Level SPV Governance
Platform structured via SPVs under centralized governance to optimize capital efficiency and maximize exit optionality.
+10 Years
Building
Global AI
Infrastructure
CISCO
Global operations
Global infrastructure footprint
Americas · Mexico · Asia-Pacific
AI DC · Sustainable Infra · Auto Ops
* Platform metrics reflect contributions during senior leadership tenure and represent the scale of operations supported — not assets under Management.
Deploying Capital Into the Backbone of Artificial Intelligence
N2N Capital is an infrastructure investment firm building a phased 1GW AI-ready data center platform across the United States, India, and Mexico.
Investment Thesis
The AI infrastructure market is accelerating from $110B to $1.3T by 2032, driven by surging demand for GPU-ready, high-density, energy-integrated data centers. N2N Capital is positioned at this inflection point — deploying capital in power-constrained, AI-undersupplied markets where execution expertise creates durable competitive moats. AI workloads are increasing power density requirements by up to 10× versus traditional cloud — creating a structural repricing of infrastructure assets and a generational investment opportunity for disciplined, operator-led platforms.
A Mudrasys Company
N2N Capital operates under the Mudrasys family of companies, combining deep technology investment expertise with operational infrastructure execution across the United States, Asia, and the Middle East. Headquarters: 228 Hamilton Ave, 3rd Floor, Palo Alto, CA 94301 · +1 925-694-8999
An Ecosystem Built
for Execution
Legacy-to-AI Data Center Conversion Partner
- Acquisition of 100% net-leased, six-asset data center portfolio with $2.77M Year 1 NOI
- 8.3-year WAULT with investment-grade tenancy across telecom and network operators
- Absolute NNN structure with full OpEx and CapEx borne by tenants
- 3.2 MW (2N) critical capacity across six diversified U.S. markets
- Near-term renewal optionality with embedded escalation upside
LATAM's First Certified GB300 Neo Cloud Partner
- Developing the first certified GB300 Neo Cloud data center platform in LATAM by 2027
- Delivering high-density GPU/CPU capacity with superior ROI vs hyperscalers
- Modular design enabling rapid scaling aligned with AI workload demand
- Strengthens Mexico’s role in the U.S.–Canada digital corridor
Tier-1 AI Server Manufacturer — Rack-Scale Integration
- MOU to evaluate rack-scale integration for liquid-cooled AI deployments
- Aligns GPU supply, lifecycle management, and cluster commissioning
- Establishes Mexico Phase I blueprint for expansion across India & U.S.
Enterprise AI Onboarding & Go-to-Market Partner
- Strategic customer acquisition engine for AI infrastructure assets
- Integrated marketing reducing cost of customer acquisition
- Improves utilization and revenue velocity across portfolio
Institutional Co-Investment & GPU Capital Structuring Partner
- Pre-development and GPU capital structuring for early-stage sites
- Hardware-backed financing strategy enabling capital efficiency
- Institutional co-investment expanding LP base and funding sources
Disclaimer: The strategic partnerships described herein reflect non-binding memoranda of understanding (MOUs) that outline current intentions and areas of collaboration and do not constitute definitive commercial agreements, commitments to transact, or guarantees of future performance.
N2N Capital is an AI infrastructure investment platform connecting forward-looking institutional investors with the backbone of artificial intelligence compute.
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