Performance Without Compromise

CARDIAC-PURR eliminates GPU thermal throttling through software — no infrastructure changes. 2.36x clock advantage validated over 200+ hours. Patent pending. The first solution deployable directly by cloud tenants that sustains peak GPU performance with no changes to the underlying infrastructure.

Performance Metrics

Validated Performance

Hardware Throttle Events
0 μs
Zero throttle events across the entire test period — uninterrupted compute throughout. Zero thermal penalties during 200+ hour operation
Clock Advantage vs. Baseline
2.36×
GPU runs 2.36× faster on sustained workloads compared to an unmanaged throttled baseline. GPU runs 2.36× faster on sustained workloads
Continuous Validated Runtime
200h+
Validated across extended production-scale workloads — not a short burst benchmark. Validated across extended production-scale workloads

The Problem

Silicon Generates Heat.
Heat Constrains Performance.
This Is Physics.

Every processor — GPU, CPU, or specialised accelerator — operates within a defined thermal envelope. When sustained workloads push a processor toward its thermal design limit, hardware protection mechanisms automatically reduce operating frequency.

The processor is protected. The workload is not. In sustained AI training, inference, and scientific compute, this translates directly to extended run times, inconsistent throughput, and unpredictable service quality.

A parallel constraint affects memory. When a long-running process exhausts available system memory, the operating system terminates it — without warning, without partial output, and without recourse.

Both failure modes share the same characteristic: they are disruptive. CARDIAC-PURR and PURR Shield are designed to keep compute jobs running without interruption.

LIVE SYSTEM MONITOR 00:00:00
TEMPERATURE
GPU CLOCK 1,645 MHz
POWER DRAW 72 W
RELIABILITY 97.5%
THROUGHPUT VAR. 0.439%
THROTTLE EVENTS: 0 μs CARDIAC-PURR ACTIVE

Inventions

Technology Overview

Advanced thermal management solutions for sustained GPU performance.

CARDIAC-PURR

Advanced Software-Driven
Thermal Management

CARDIAC-PURR GPU performance management system

CARDIAC-PURR is the first solution deployable directly by cloud tenants that eliminates thermal throttling and sustains peak GPU performance — with no changes to the underlying infrastructure.

The algorithm draws on biological systems — specifically the cardiac nervous system and feline frequency patterns. Just as the heart preserves rhythmic stability through feedback, CARDIAC-PURR maintains thermal equilibrium through feedback control deployed through software.

This bio-inspired design enables proactive thermal management that keeps compute performance stable before constraint boundaries are reached.

0 μs throttle events 2.36× clock advantage 200h+ validated No admin access needed
PURR SHIELD
◆ INCOMING

Stable Memory.
No Termination Events.

PURR SHIELD memory protection system

PURR Shield addresses the second critical failure mode in sustained GPU compute: memory exhaustion. When a process exceeds available system memory, the operating system terminates it without warning — discarding hours or days of work.

Full technical documentation available under mutual NDA.

OOM prevention No infrastructure changes Software-layer only Complements CARDIAC-PURR

Benchmark Summary

Benchmarks

Independently corroborated telemetry across 200+ hours of validated runtime.

GPU TELEMETRY
WITH CARDIAC-PURR
Duration200+ hours
Throttle Events0 μs
Clock Advantage2.36×
Sustained Clock1,635-1,650 MHz
Temperature~82°C
Power~72W
Throughput Var.0.43%
Compute Epochs1,924,719,180
WITHOUT CARDIAC-PURR
DurationDegraded
Throttle EventsContinuous
Clock Advantage1.0×
Sustained ClockDegraded
TemperatureExceeds TDP
PowerUncontrolled
Throughput Var.High
Compute EpochsReduced
CLOCK FREQUENCY TRACE — REAL-TIME COMPARISON
WITH CARDIAC-PURR
Without (throttled)
Telemetry provenance: Every data point is MD5-verified for integrity and UUID-traceable to its exact moment of capture. Independently corroborated by AWS CloudTrail — an unmodifiable third-party audit log. This is not self-reported data. Combined validated runtime exceeds 200+ hours across two GPU architectures.
CARDIAC-PURR thermal performance — before vs. after

THERMAL PERFORMANCE — BEFORE vs. AFTER

CARDIAC-PURR thermal control visualisation

THERMAL CONTROL — PERFORMANCE VISUALISATION


Hardware Portfolio

Supported GPU Architectures.

CARDIAC-PURR has been validated across multiple GPU architectures and deployment environments. Characterisation of additional platforms is ongoing.

Validated
PRODUCTION READY
Ada Lovelace Architecture GPU
Cloud · Multi-Tenant
200+ hours continuous run. Zero throttle events. Full telemetry provenance. Production deployment ready.
Audit Run
AUDIT COMPLETE
Data Centre GPU (Turing)
Local Node · Single-Tenant
24.75 hours continuous. Peak performance maintained 100% of samples. 97.5% operational reliability. Cross-environment validation confirmed.
In Characterisation
ACTIVE
Next-Gen Data Centre GPU (700W+)
Enterprise Data Centre
Active characterisation run. ResNet-50 / BERT benchmarks scheduled Q2 2026.
By Agreement
OEM
Custom / OEM Integration
Architecture-Specific
Chip-level embedding available by negotiated licence. Contact for architecture-specific diligence.

Market Context

AI Workloads Throttle.
Infrastructure Amplifies the Consequences.

$37.5B
AI-Optimised GPU SaaS Market — 2026
Gartner, Market Data — Cloud AI Infrastructure, October 2025
$134B+
Projected Global Growth by 2030
Analysys Mason, AI Infrastructure Forecast Report, 2025
76%
US Share of Global AI Infrastructure Spend
IDC, Worldwide AI and GenAI Spending Guide, October 2025

As GPU architectures advance — from 700W per processor to over 2,300W in next-generation platforms — the gap between reactive and proactive thermal management becomes the defining performance differentiator. Hardware cooling alone cannot address what is fundamentally a software-layer problem.

In the European Union, the Energy Efficiency Directive requires data centres exceeding 500 kW to measure and report energy performance and to adopt efficiency-first decisions for all new technical installations. Proactive thermal control directly improves Power Usage Effectiveness and aligns operational practice with binding EU efficiency obligations.


Licensing Model

Flexible Terms. Clear Process.

CARDIAC-PURR is available under a negotiated non-exclusive technology licence. Commercial terms are structured around deployment scale and are finalised following mutual NDA and technical diligence. To begin the conversation, submit a licensing inquiry below.

Initial response within two business days.

Full technical documentation and mechanism details are available under mutual NDA. Please indicate your interest in the form below.

Start Licensing Inquiry →
Commercial Licence
For cloud providers, GPU vendors, and enterprise deployments. Scale-based terms. Chip-level embedding available.
Research Licence
For universities, national labs, and qualified research institutions. Terms negotiated case-by-case.
OEM & Chip Integration
Control logic licensed for embedding directly into processor drivers, runtime stacks, and silicon.
Technical Evaluation
Structured diligence process under mutual NDA. Full mechanism documentation provided after NDA execution.

Applications

Controlled Thermals. Stable Memory.
Powering Multiple Industries.

Every environment where processors must sustain high performance over extended periods, and where a thermal event or memory failure carries financial, operational, or safety consequences.

Generative AI & LLM Inference
CARDIAC-PURR
Cloud Data Centres
CARDIAC-PURRPURR SHIELD
Autonomous Vehicles & ADAS
PURR SHIELD
Smartphones & Mobile
PURR SHIELD
Gaming & Gaming Hardware
CARDIAC-PURR
VFX, Rendering & Animation
CARDIAC-PURRPURR SHIELD
Scientific HPC
PURR SHIELDCARDIAC-PURR
Drug Discovery & Molecular Modelling
PURR SHIELDCARDIAC-PURR
Medical Imaging & Diagnostics
CARDIAC-PURR
Aerospace & Defence
CARDIAC-PURRPURR SHIELD
Financial Services & Risk Compute
CARDIAC-PURRPURR SHIELD
Pharmaceutical & Biotech
PURR SHIELDCARDIAC-PURR
Energy & Seismic Processing
PURR SHIELD
Telecommunications & 5G/6G
PURR SHIELD
Cryptocurrency & Blockchain
PURR SHIELDCARDIAC-PURR
Education Technology
CARDIAC-PURRPURR SHIELD

"The telemetry methodology — MD5-verified, UUID-traceable, corroborated by an unmodifiable third-party audit log — reflects a standard of evidentiary rigour that goes well beyond typical software benchmarks. The sustained-clock result over 200+ hours is technically significant."

— Independent technical assessment
AWS CLOUDTRAIL CORROBORATED
USPTO PATENT PENDING
CONSTRUCTOR START 2026
COPYRIGHT REGISTERED

Emil Igidov — Founder and Inventor of CARDIAC-PURR
Emil Igidov
Founder & Inventor
LL.B., Khazar University
LL.M. in International Law, Erasmus University Rotterdam
Corporate & Business Lawyer | Legal Strategy | Project Leadership
Led a flagship €60M corporate/legal project, delivering full-spectrum legal strategy and execution
Delivered a €4M strategic initiative on scope, on schedule, and in full regulatory compliance
International business ventures across Europe, Scandinavia, the United States, and Asia

The Inventor

Emil Igidov is a business- and technology-oriented lawyer practising across Sweden, Denmark, and Poland. His legal training reflects a core professional discipline: constructing robust frameworks under constraint, documenting outcomes with evidentiary precision, and establishing defensible priority positions.

This discipline underpins the development of CARDIAC-PURR and PURR SHIELD.

A 200+ hour zero-throttle validation run on leading cloud GPU hardware, a telemetry chain secured through MD5 verification and UUID-level traceability, and a USPTO filing dated March 14, 2026 — these are not typical software outputs — they reflect a methodology grounded in evidentiary rigour and legal-grade defensibility.

"CARDIAC-PURR represents the first validated system in this line of work. It is not the last."
Constructor Start 2026 — Constructor University Create Apps Championship 2025–2026 — Dubai Chamber

IP & Legal Status

Priority Established.
Protection In Place.

USPTO FILING
Patent Pending
Filed March 14, 2026
Priority date established
COPYRIGHT REGISTRATION
Both Source Files Registered
Statutory damages preserved
Copyright protection in force
ENTITY
2info LLC
Kraków, Poland
2info Sp. z o.o.
DISCLOSURE POSTURE
Outcomes Only
Mechanisms undisclosed
Full technical diligence by NDA
LICENSING
Available on Request
Commercial & research
Chip-level embedding available
Results are communicated without mechanism exposure. Technical implementation remains confidential under pending IP. Full diligence available under mutual NDA. CARDIAC-PURR and PURR SHIELD are technologies of 2info LLC. Unauthorised reproduction or implementation of the protected inventions is prohibited under applicable US and international IP law. IP rights are established by the priority date of March 14, 2026.

Research & Roadmap

The Principle Is Proven.
Innovation Continues.

CARDIAC-PURR and PURR SHIELD established that a proactive control layer — deployed through software, without hardware access, without infrastructure changes, without administrator access — can eliminate the two most costly failure modes in sustained GPU compute.

The underlying principle is not specific to thermal physics or memory management. It applies to any system governed by hard constraints where violation carries significant cost: a control layer that keeps the system within boundaries prevents the failure rather than documenting it.

Two new inventions are in active development.

◆ PREVIEW

Legal AI Kernel Systems

Legal AI Kernel Systems — AI compliance and regulatory framework

A framework for AI systems under strict regulatory constraints — fully auditable, traceable, and structured for direct use by enterprises, law firms, and regulators.

No further details available at this stage. Details will be published when IP protection is in place.
ACTIVE DEVELOPMENT

Further Invention — Domain Undisclosed

A further invention addressing a distinct domain is in active development. If you are working on a problem where physical, computational, or legal constraints create costly, unpredictable failure events —


News

Latest from CARDIAC-PURR.

MARCH 2026
USPTO Patent Filing — Priority Date Established
Both source files registered for copyright protection. Statutory damages preserved. IP rights established as of March 14, 2026.
Q2 2026
Next-Generation GPU Characterisation In Progress
ResNet-50 / BERT benchmark results scheduled for publication Q2 2026. Characterisation run active.
2026
Constructor Start 2026
Constructor University. Focus: Deep Tech, Artificial Intelligence, and EdTech. Demo Day: July 2026.

Contact

Let's Begin the Conversation.

Full technical documentation and mechanism details are available under mutual NDA. Initial response within two business days.

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