US Capital · India Ecosystem · One Platform

Investing where AI meets
physical constraint.
From silicon and power to compute, networks and applications.

Yukti Partners is a specialist private-markets investment platform focused on the constrained interfaces of the AI economy across the United States and India — where power, silicon, compute, networks, hardware and applications must work together.

🇺🇸 Washington, DC · California (Bay Area)
🇮🇳 Hyderabad · India Technology Corridor
Why AI

AI is becoming physical — and constrained.

Every model, application and autonomous system depends on a production stack of power, silicon, compute, networks and hardware. Those systems are increasingly constrained — not by demand for AI, but by the infrastructure and engineering required to deploy it. That makes the constraint an investment opportunity with decade-long structural duration.

🇺🇸
The US AI Infrastructure Gap
America's AI buildout is constrained not by compute demand — which is clear — but by power. Hyperscalers have committed to more than 150 GW of new data center capacity through 2030. The grid can deliver a fraction of that on announced timelines. Every gigawatt gap is a picks-and-shovels infrastructure opportunity with 10-year runway. Simultaneously, $1T+ in manufacturing reshoring cannot reach cost parity with offshore production without physical AI on the factory floor — and enterprise AI is consolidating around vertical specialists in healthcare, finance, legal, and energy who can demonstrate regulatory trust.
~100 GW
US power shortfall, 2026–2030 (BofA)
🇮🇳
The India AI Infrastructure Gap
India generates approximately 20% of global internet data and hosts only about 3% of global data center capacity — one of the largest structural AI infrastructure mismatches in any major market. India's policy framework is comprehensive: the IndiaAI Mission, National Robotics Mission, India Semiconductor Mission, and BharatGen program form a coordinated industrial-policy stack, supported by a Budget 2026–27 tax holiday extending to 2047 for foreign cloud providers using Indian data centers. The cost base for AI infrastructure development in India is structurally lower than the equivalent US deployment — a gap large enough to change who can build at scale.
20%
Data generated
→
3%
DC capacity
3–7×*
Cost efficiency vs. US across the three verticals*
Three Verticals. One Interconnected Thesis.
AI Infrastructure
The global AI buildout is constrained not by demand but by physical supply — power, cooling, compute, and fiber. Every gigawatt of undelivered US grid capacity and every petabyte of unhoused Indian data represents a picks-and-shovels infrastructure opportunity with decade-long structural duration.
  • Power infrastructure & advanced nuclear
  • Liquid immersion & cooling systems
  • GPU-as-a-Service & sovereign compute
  • Grid-scale storage & microgrids
  • Carrier-neutral fiber & DC interconnect
  • Hyperscale data center campuses
Advanced Nuclear Liquid Immersion Sovereign Compute Hyperscale DC
Physical AI & Robotics
$1T+ in announced US manufacturing reshoring* cannot reach cost parity with offshore production using human labor alone. Physical AI — industrial cobots, AMRs, and intelligent assembly — is the enabling technology. India's National Robotics Mission supports a parallel pipeline of Physical AI companies building at a structurally lower cost base for global deployment.
  • Industrial robotics for manufacturing reshoring
  • Embodied AI & cobots — NRM pipeline
  • Actuator & sensor manufacturing
  • Logistics & warehouse automation
  • Agricultural & construction AI
  • Edge AI inference for physical systems
Reshoring Robotics NRM Pipeline Edge Inference Actuator Mfg
Vertical AI Applications
Enterprise AI is consolidating around vertical specialists who demonstrate domain trust, regulatory clearance, and workflow integration — not general-purpose agents. Healthcare, finance, legal, and energy are the highest-margin, most defensible markets. India's BharatGen stack enables enterprise AI development at a fraction of US cost, built for global deployment.
  • Healthcare AI — FDA-cleared clinical platforms
  • BharatGen enterprise applications
  • Legal, finance & sector foundation models
  • GovTech & public sector AI
  • Energy grid optimization & management AI
  • AI-native SaaS for global markets
Healthcare AI BharatGen Legal Tech AI Energy Grid AI
Three verticals. Five interfaces.
Constraints define opportunity.
Five interfaces define where Yukti will — and will not — invest. As individual technologies become more standardized, disproportionate value can accrue to companies that resolve the scarce, technically difficult connections between them. Certain interfaces may capture disproportionate value when scarcity and technical dependency create defensible economics. Each resolves a system-critical constraint that software alone cannot eliminate.
Silicon ↔ Power Compute ↔ Power Silicon ↔ Compute Compute ↔ Network Application ↔ Hardware-stack
Why India

From technology services
to technology production.

India is moving from a services-led technology economy toward an integrated digital, industrial and infrastructure economy. Digital public infrastructure created the rails; AI compute, semiconductor capacity, power systems, advanced networks and physical automation are the next layer of productive capital. The transition will be uneven — which makes selection, not broad exposure, the source of opportunity.

Data Generated
20%
of all global internet data is generated in India
DC Capacity
3%
of global data center capacity is hosted in India
Supply Gap
Cost Efficiency
3–7×*
lower cost vs. US AI infrastructure development across the three verticals*
Market Size
$34.4B*
India AI infrastructure TAM by 2030 at 34% CAGR*
The Binding Constraint
Grid as platform.
AMCHAM India + Applied Materials, “Pax Silica: Chip to Grid” (May 2026): the electricity grid is the single largest constraint on India's AI ambitions. Generation is adequate at 52%+ non-fossil installed capacity. Resilience, distribution, and last-mile delivery are the binding constraints — and the largest investment opportunity sits at the picks-and-shovels layer: power, cooling, storage, distribution, conversion.
— Ranjana Khanna, Director General CEO, AMCHAM India

The structural case is clear. But the structural case alone does not capture the opportunity — access does. India's AI buildout is happening through a convergence of national programs, state government incentives, and private sector activity that requires navigating relationships at the national and state level simultaneously.


The Yukti team brings both layers of connectivity. At the national level: direct working relationships with MeitY (Ministry of Electronics and Information Technology) and visibility into the IndiaAI Mission and National Robotics Mission. At the state level: established relationships in Telangana, Karnataka, and Tamil Nadu — India's three primary technology corridor states — built through the team's long-tenured operating presence in the Hyderabad ecosystem.


This connectivity has been built over decades and is difficult to acquire through advisory appointments alone — a foundation for the platform's India activities, not a track record claim.

Policy Framework
Viksit Bharat 2047
India's 22-year national vision for developed-economy status by 2047. The 2026–27 Union Budget operationalizes the framework with ₹40,000 Cr for the Electronics Components Manufacturing Scheme, the launch of India Semiconductor Mission 2.0 (₹1,000 Cr FY2026–27 provision), and a tax holiday to 2047 for foreign cloud providers serving international clients from Indian data centers. The programs listed below are instruments of this framework, not parallel initiatives. The policy horizon is 22 years; the structural case for India underpins the policy.
Investing where AI meets physical constraint. From silicon and power to compute, networks and applications.
IndiaAI Mission ₹10,372 Cr ISM 2.0 · Launched 2026 National Robotics Mission ECMS ₹40,000 Cr BharatGen DC Policy Framework → 2047 Foreign Cloud Provider Holiday → 2047 Deep Tech Fund of Funds AI Centres of Excellence
India Connectivity
🏛 Government & Policy
The team and advisory committee maintain working relationships with MeitY, NITI Aayog, and state government technology bodies in Telangana, Karnataka, and Tamil Nadu. Advisory coverage spans India's national AI program landscape — IndiaAI Mission, BharatGen, and the National Robotics Mission — informing the platform's perspective on policy direction and program timing.
🏗 Private Sector & Ecosystem
The team's long-tenured operating presence in the Hyderabad technology corridor provides connectivity to India's tier-1 engineering talent ecosystem, IIT and IISc alumni networks, and the T-AIM, BRAINZ, and ARTPARK startup pipelines — a relationship network built over decades that informs the platform's view of early-stage Physical AI and AI infrastructure activity in India.
Why Yukti

One continuous stack. One coordinated view.

The AI economy operates as one continuous value chain — compute, autonomous systems, and applied intelligence are not parallel categories but a single chain in which the most durable companies sit at the interfaces between layers. Yukti was built around that lens, with a cross-border posture that requires partners physically present on both sides.
Three Dimensions of Approach
⚙️
Bottleneck-Investing Framework
A differentiated five-interface map that defines where the platform will — and will not — invest. Constraints before categories; interfaces before layers; validation before investment. Both Managing Partners have built and run organizations across multiple markets, and bring operator-level diligence to what infrastructure actually costs to build, deploy and operate.
🔗
Operating Connectivity
India-side ecosystem access across founders, institutional investors, strategic customers, technical institutions and government programs — including the Hyderabad ecosystem that anchors T-AIM, BRAINZ and the National Robotics Mission pipeline — paired with US capital-markets and commercial relationships and active Bay Area connectivity into the Silicon Valley AI ecosystem.
📊
Institutional Participation & Concentrated Process
Participation in growth financings led by qualified institutional investors — validation that informs, but never replaces, independent underwriting of price, rights and downside. A concentrated process permits deeper underwriting and portfolio engagement. No single element is proprietary; the potential advantage comes from integrating research, access, investment and support consistently.
SG
Suresh Guduru
Co-Founder & Managing Partner

Suresh focuses on the platform's India activities: sourcing, operating partnerships, and government-program relationships across the India technology corridor. Based in California with active Bay Area connectivity, the California and Hyderabad base together provide visibility into both the Silicon Valley AI ecosystem and the India technology corridor.

Focus
India Operating · Sourcing
India Ecosystem
Incubation · Early Investments · Collaboration with Premier Institutes
US Presence
California · Bay Area
BC
C. Brian Coad
Co-Founder & Managing Partner

Brian focuses on the platform's US activities: capital formation, institutional investor relationships, and partnership development. He is a CFA Charterholder.

Focus
US Capital · Partnerships
Background
Capital Markets · Operations
US Presence
Washington, DC
Investment Platform

Specialist capital. Cross-border by design.

Yukti Growth makes concentrated minority investments in validated growth-stage companies at the constrained interfaces of the AI economy across the US–India corridor, alongside qualified institutional lead investors. Platform-level information appears below; specific terms and parameters are described in formal offering documents made available to qualified investors.

Private Markets · Venture
Yukti Growth
Specialist venture platform · US & India
Yukti Growth is focused on companies operating across the AI economy — built in the US, built in India, or both — with an emphasis on growth-stage opportunities at the interfaces between the three verticals. The platform's structural edge is operating depth on both sides of the corridor: US-based capital formation and institutional investor relationships paired with India-based sourcing, government-program access, and ecosystem connectivity built over 25 years.
Investment Focus
Growth-stage minority capital across AI Infrastructure, Physical AI & Robotics, and Vertical AI Applications. Concentrated positions at the convergence interfaces between the three.
Geographic Mandate
US and India, with operating presence in both. Cross-border sourcing, portfolio support, and capital coordination across the corridor — not retrofitted, structurally built.
Platform Approach
Advisory committee, ecosystem partnerships, and India government-program relationships designed to compound across the portfolio and surface deals before broader market visibility.
How we evaluate

Five questions, asked in order

  1. What physical constraint limits AI deployment?
  2. Why is the constraint becoming more important?
  3. How does the company materially relieve it?
  4. Why can the company retain the resulting economic value?
  5. Why is the proposed valuation attractive?

Given a weakness or lack of clarity on any one of these, a company may fit the theme but not the portfolio. Yukti seeks companies that have moved beyond technical promise to objective validation — contracted capacity, customer qualification, repeat deployment or measurable operating performance. Institutional participation provides validation but does not eliminate investment risk; every opportunity is underwritten independently on price, rights, downside and liquidity.

Strategic Advisory Committee

Genuine dual-ecosystem reach.

We are building a committee of four to six advisors who have active, operating relationships in both the US and India AI ecosystems — not nominal cross-border exposure, but the kind of connectivity that opens doors and surfaces deals before they reach the broader market. Each domain below represents a targeted advisory position.

AI Infrastructure · Hyperscaler Procurement
Hyperscaler DC procurement standards and vendor qualification · Power interconnection and utility negotiations · India DC operator ecosystem access · IRA clean energy financing for AI campuses
🇺🇸 DC Procurement🇮🇳 DC Operators
National Security Technology · Bilateral AI Policy
US-India bilateral technology partnership frameworks · AI program procurement and certification · Cross-border technology investment structures · Physical AI deployment standards and policy
🇺🇸 AI Policy🇮🇳 Bilateral Frameworks
Institutional Capital · LP Relations
LP due diligence standards for AI infrastructure funds · Technology infrastructure fund structure and terms · Cross-border fund legal and regulatory frameworks · India VC co-investment structures
🇺🇸 US LP Network🇮🇳 India VC LPs
India Government Programs · Enterprise AI
India government AI program landscape — IndiaAI Mission, BharatGen, MeitY · Enterprise AI deployment for global Fortune 500 · India engineering talent pipeline · US-India technology market intelligence
🇺🇸 Fortune 500 CIOs🇮🇳 MeitY / IndiaAI
Power & Energy Infrastructure
Power interconnection queue navigation · Advanced nuclear development for AI campuses · Grid-scale storage financing and deployment · IRA clean energy tax credit structuring · India AI campus energy planning
🇺🇸 Power / Nuclear🇮🇳 MoP Advisory
Physical AI Research · Robotics Commercialization
India National Robotics Mission pipeline — first-access deal flow · Physical AI research-to-startup commercialization · IISc/IIT robotics ecosystem · US university robotics pipeline
🇺🇸 US Robotics🇮🇳 NRM First Access
Governance The advisory committee meets quarterly, alternating between US sessions (Washington, DC / California) and India sessions (Hyderabad). Advisors provide strategic guidance and ecosystem access — not fiduciary oversight. Investment decisions remain with the Yukti Partners Investment Committee.
Get in touch

Building AI infrastructure
or applications?

We work with founders, co-investors, and institutions across the US and India AI ecosystem. The conversation starts here.

info@yuktipartners.com
🇺🇸
Washington, DC
Yukti Partners US
🇺🇸
California · Bay Area
Yukti Partners US
🇮🇳
Hyderabad
Yukti Partners India