Strange Attractor
Series A · Open for Investment

Breaking the
Thermal Wall
with Chaos Theory

GILI's Strange Attractor technology achieves liquid-cooling thermal resistance using only ambient air — the only solution capable of cooling 1,300W AI accelerators without a single drop of water.

0.021 °C/W
Thermal Resistance
$944M
Pre-Money Valuation
$1.14B
10-Yr Licensing Income
OAM Standard · 165mm × 102mm · 2U Form Factor
$0M
Pre-Money Valuation
Weighted avg. 5 methods
$0M
10-Yr Licensing Income
6 industries · conservative 1-3% TAM
$0M
Revenue by 2035
Hardware + Licensing combined
0%
Blended Gross Margin
2035 target · IP-driven expansion
01 · Technology Breakthrough

Strange Attractor Thermal Dynamics

By engineering specific geometric constraints within a 2U OAM form factor, GILI forces airflow into a chaotic turbulent regime — achieving thermal resistance that was previously only possible with liquid cooling.

Thermal Resistance0.021 °C/W
vs. 0.035–0.050 for standard air
Max TDP Capacity1,300 W
vs. 700W limit for standard air cooling
Lyapunov Exponent (λ)0.2462 > 0
Confirmed chaotic turbulent regime
Form Factor165 × 102 × 68 mm
OAM standard footprint · 2U height
Mounting Pattern4× M3.5 · 152×90mm
Fully OAM-interoperable
Cooling MediumAmbient Air Only
Zero water · Zero leak risk
Competitive Thermal Performance
GILI HPC-M4-VC-HP-2U
AIR COOLED0.021 °C/W
Iceotope Precision Immersion
IMMERSION0.005 °C/W
Asetek DLC Cold Plate
LIQUID0.012 °C/W
Eaton Boyd Cold Plate
LIQUID0.008 °C/W
Celsia Vapor Chamber
AIR0.028 °C/W
Standard 2U Heatsink
AIR0.045 °C/W
* Lower thermal resistance = better performance
02 · Market Opportunity

The Post-Silicon Thermal Revolution

The AI industry is hitting a physical wall. GILI is positioned as the only air-cooled solution that bridges today's thermal crisis and the 2028 shift to Optical and Quantum computing architectures.

10-Year Heat Flux Trajectory
Source: Industry consensus, TSMC roadmap, Manus AI strategic analysis (2026)
2024–2027Brute-Force Era

CMOS scaling pushes heat flux to 1,000 W/cm². DLC is the industry panic response. GILI bridges the gap for the 80% of enterprise deployments that cannot afford liquid infrastructure.

2028–2031Optical Transition

Silicon Photonics and CXL 4.0 reduce interconnect power by 30–50%. Heat flux plateaus. The $2–3M/MW liquid infrastructure becomes stranded capital. GILI's 3D air-cooling becomes the standard.

2032–2035Quantum & Neuromorphic

Neuromorphic and Quantum co-processors reduce AI heat flux by 100x for specific workloads. Highly optimized 3D air-cooling architectures — like GILI — become the dominant thermal solution.

Total Addressable Market
$21.97B
Data Center Cooling
14.5% CAGR
$18.5B
Energy / ESG Infra
8.2% CAGR
$23.8B
Aerospace & Defense
6.6% CAGR
$4.2B
EV Battery Thermal
14.7% CAGR
03 · IP Platform & Licensing

$1.142 Billion in 10-Year Licensing Income

GILI is not just a hardware manufacturer — it is a deep-tech IP platform. The Strange Attractor mechanism is globally unique, enabling worldwide patent licensing across six high-growth industries.

10-Year Licensing Income by Sector
$1,142M
Total Cumulative (2026–2035)
Data Center AI Cooling
6.0% per unit · Up to 42K units/licensee/yr
$594M
52% of total
Energy / ESG Infrastructure
7.5% of revenue · ABB, Eaton, Schneider Electric
$327M
29% of total
Aerospace & Defense
6.0% per unit · $210/unit royalty · sole-source
$122M
11% of total
EV Battery Thermal Mgmt
3.5% per pack · $4.20/pack · high volume
$150M
13% of total
5G Telecom Base Stations
5.0% per unit · Ericsson, Nokia ODMs
$57M
5% of total
Medical Imaging
5.5% of revenue · MRI / CT scanner power electronics
$8M
<1% of total
All rates sourced from Stanzione & Associates 2026 benchmarks and Asetek court records (14.5%–25.4% awarded). GILI's 6.0% rate is deliberately conservative — well below court-awarded precedents.
04 · Valuation Analysis

$944M Pre-Money Valuation

Five independent methodologies — DCF, Revenue Multiple, EBITDA Multiple, and Licensing NPV — converge on a $944M pre-money valuation. The $22M Series A implies just 2.3% dilution.

Valuation by Methodology ($M)
Series A Term Sheet
Pre-Money Valuation$944M
Post-Money Valuation$966M
Series A Ask$22M
Implied Dilution2.3%
IP Moat Score9.9 / 10
Revenue CAGR (5yr)73%
Blended Gross Margin (2035)74%
Comparable Companies
Vertiv Holdings (VRT)11.1× NTM Revenue
Asetek (ASETEK.OL)14.5% court royalty
Iceotope Technologies5.0% licensing rate
Modine Manufacturing8.5× Revenue
05 · Financial Projections

$687M Revenue by 2035 · 74% Gross Margin

The combination of hardware sales and high-margin IP licensing creates a financial profile more akin to a software company than a hardware manufacturer.

Revenue, Licensing & EBITDA Projection (2027–2035)
YearHW RevenueLicensingTotal RevenueGross ProfitEBITDAGross Margin
2027$18M$9M$27M$16M$3M59%
2028$42M$26M$68M$45M$17M66%
2029$85M$57M$142M$100M$52M70%
2030$145M$89M$234M$170M$100M73%
2032$285M$157M$442M$314M$215M71%
2035$430M$257M$687M$511M$370M74%
Licensing revenue carries 92% gross margin vs. 48–60% for hardware. By 2035, licensing represents 37% of revenue but ~50% of gross profit.
Series A · $22M Round

Join the Thermal Revolution

At $944M pre-money, GILI offers a 2.3% dilution entry into the only company positioned to own both today's air-cooling market and tomorrow's post-silicon thermal standard.

$944M
Pre-Money
$22M
Ask
2.3%
Dilution
Energy / ESG Investors
Data Center Investors
AI / HPC Investors