Maxwell Labs photonic cooling — data centers, defense, space

Industry Impact

ONE TECHNOLOGY.
MANY FRONTIERS.

Photonic cooling is a platform technology. Computing is where we start. Heat constrains capability everywhere — and photonic cooling changes the design space in every environment where that is true.

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Market Opportunity

ANYWHERE HEAT
CONSTRAINS CAPABILITY.

Six high-growth sectors with $2.3T combined market cap by 2030 — all thermally constrained.

$2.3T

Combined sector market cap by 2030

Sum of 6 target verticals

$934B

AI data center market by 2030

MarketsandMarkets, 2025

31.6%

CAGR — AI data center market

MarketsandMarkets, 2025

Photonic Cooling is not a single-market technology. The same physics that removes the thermal ceiling in an AI data center applies equally to a satellite payload, a directed energy system, and a grid-scale inverter. Below are the six sectors where thermal limits are the binding constraint on performance, reliability, and scale — and where Photonic Cooling changes what is possible.

Photonic cooling for data centers & ai — Maxwell Labs
01 — DATA CENTERS & AIPRIMARY$934B by 2030

POWERING THE NEXT GENERATION OF AI.

AI accelerators are hitting a thermal wall. Hotspot heat flux at the transistor level has grown 10× in five years — and no fluid-based system can follow. Rack power densities in next-generation AI infrastructure are approaching 1 MW, four times the real-world ceiling of liquid cooling.

MXL Photonic Cooling extracts heat directly at the chip surface, enabling the next generation of AI accelerators to run hotter, denser, and longer without liquid infrastructure. GPU clusters can run at full clock speed without throttling. Chip designs that are currently thermally impossible become viable — more compute per rack, per facility, per dollar of capital deployed.

MarketsandMarkets — AI Data Center Market, 2025

1,000×

Greater cooling density than liquid systems — enabling chip designs that were previously thermally impossible

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Photonic cooling for defense & aerospace — Maxwell Labs
02 — DEFENSE & AEROSPACEPRIMARY$234B by 2030

MISSION-CRITICAL COOLING AT THE EDGE.

Defense electronics and aerospace systems operate in environments where liquid cooling is not an option. Zero gravity. Extreme temperatures. Confined form factors. Vibration. Radiation. Every one of these conditions is incompatible with fluid-based cooling infrastructure — and a single leak in a mission-critical system is not a recoverable failure.

MXL Photonic Cooling is solid-state. No moving parts. No fluid loops. No leak risk. No weight penalty from coolant infrastructure. It enables higher output power in radar, directed energy, and avionics systems while reducing SWaP-C and eliminating the single-point failure of liquid loops. DoD and DARPA funding validates the defense-relevant applications.

Mordor Intelligence — Defense Electronics, 2025

ZERO

Moving parts, fluids, or maintenance cycles — solid-state cooling for mission-critical environments

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Photonic cooling for mobile & edge — Maxwell Labs
03 — MOBILE & EDGEPRIMARY$249B by 2030

INTELLIGENCE WITHOUT THERMAL LIMITS.

5G/6G RF amplifiers and edge AI nodes are thermally throttled by their own heat — and liquid cooling is not an option in the field. Autonomous systems, robots, drones, and edge computing nodes require high-performance AI inference in compact, power-constrained form factors where fluid infrastructure is simply incompatible.

MXL Photonic Cooling removes the thermal ceiling entirely, enabling higher output power, smaller form factors, and passive operation at the network edge. Zero water. Zero coolant. Zero moving parts. Compute can now go where cooling infrastructure cannot.

MarketsandMarkets — Edge Computing Market, 2025

NO LIQUID

Required — enabling AI inference and RF amplification in environments where fluid cooling is impossible

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Photonic cooling for quantum computing — Maxwell Labs
04 — QUANTUM COMPUTINGEXPANSION$20B by 2030

STABLE QUBITS. SCALABLE SYSTEMS.

Quantum computing requires thermal management at millikelvin temperatures — a regime where conventional cooling systems are bulky, power-hungry, and difficult to scale. The cryogenic infrastructure required to maintain qubit coherence today is a significant barrier to quantum scale-up outside of specialized laboratory environments.

Photonic laser cooling is a natural fit for qubit thermal management. MXL Photonic Cooling offers a path to stable millikelvin operation without the bulk, cost, and complexity of traditional cryostats — enabling smaller, more scalable quantum systems and a path to quantum computing that can be deployed at scale.

MarketsandMarkets — Quantum Computing Market, 2025

mK

Millikelvin operating temperatures achievable — without the bulk and cost of conventional cryogenic infrastructure

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Photonic cooling for space & satellite — Maxwell Labs
05 — SPACE & SATELLITEEXPANSION$770B by 2030

THERMAL MANAGEMENT BEYOND THE ATMOSPHERE.

In the vacuum of space, conventional cooling fails entirely — no convection, no fluid loops, no maintenance. Satellite payloads must manage heat through radiation alone, severely constraining power density and performance. Conventional solutions add mass, complexity, and failure risk to systems where none of those are acceptable.

MXL Photonic Cooling is solid-state, mass-efficient, and operates without any fluid infrastructure — making it uniquely suited for the extreme thermal environments of space and satellite systems. Higher-performance payloads in smaller form factors, with no fluid loops and no moving parts.

Grand View Research — Space Technology Market, 2024

SOLID-STATE

No fluid loops, no moving parts — built for the vacuum environments where conventional cooling cannot operate

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Photonic cooling for power electronics & energy — Maxwell Labs
06 — POWER ELECTRONICS & ENERGYEXPANSION$53.7B by 2030

HIGHER POWER DENSITY. LOWER FAILURE RATES.

Thermal stress is the leading cause of failure in EV inverters, battery management systems, and grid-scale power conversion. Heat is the primary driver of failure rates and the primary limit on power density in every major power electronics application — and conventional cooling adds weight, complexity, and maintenance overhead.

MXL Photonic Cooling extends the thermal operating limit at the component level — enabling higher power density, longer service life, and simpler system architecture across the energy transition. The energy transition depends on power electronics that can handle more power in less space, with fewer failure modes.

Grand View Research — Power Electronics Market, 2024

#1

Cause of power electronics failure is thermal stress — Photonic Cooling addresses it at the source

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Early Access Program

BE FIRST TO DEPLOY
PHOTONIC COOLING.

We are selecting a limited number of early access partners across our target verticals. Early Access partners get priority access to pilot deployments, co-development opportunities, and preferred pricing.

Apply for Early Access →

We are looking for partners in:

  • Server OEMs and ODMs
  • Hyperscalers and cloud providers
  • Chip manufacturers and system integrators
  • Defense and aerospace system integrators
  • HPC and national laboratory operators

THE THERMAL CEILING
IS ABOUT TO BREAK.

Maxwell Labs is building the cooling platform that unlocks the next decade of computing. Across every frontier where heat is the constraint.

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