Ephemeral Virtualized Execution (EVX)

The Future of Secure Computing: Ephemeral, Zero-Trust Data Protection

Reduce on-prem HPC overhead by 30–40% compared to traditional processes, while ensuring robust, verifiable data destruction—empowering AI/ML on any infrastructure.

The Evx Platform

Next-Gen Security for On-Prem, Cloud, HPC, AI, and Beyond

EVX merges ephemeral concurrency hooking with cryptographic zeroization, secure session metadata, and a tamper-evident ledger, enabling on-premise or cloud deployments without leaving behind residual data.

Stop memory leaks, thwart unauthorized data extraction, and secure indelible proof-of-erasure for HIPAA/GDPR/FedRAMP—all with immediate ROI and no costly infrastructure overhaul.

Ephemeral Data,
Gone for Good

Prevent unathorized exposure with EVX's session-based cryptographic safeguards.

Data is wiped at session close—no remnants, no wasted cycles. Verified erasure confirms total protection.

Ephemeral
Encryption

Protect sensitive data with session-based key handling

When a session ends, all keys and memory references vanish, reducing exposure windows and simplifying compliance.

Continuous
Threat Detection

Stop breaches in real time without halting operations.

EVX monitors ephemeral data flows, wiping compromised sessions to contain threats and maintain integrity. 

Ledger‐Backed
Compliance

Meet HIPAA, GDPR, and FedRAMP with
a continuous, tamper-proof audit trail.

Every ephemeral data wipe is recorded on an immutable ledger, enabling zero‐trust data erasure in on‐prem, cloud, or containerized deployments.

Adaptive
Integration

Maximize HPC concurrency—slash
overhead on-prem or in the cloud.

EVX’s concurrency hooking aligns with existing processes, reducing overhead and maximizing resource use.

Secure Shared
Environments

Enable collaborative workflows without risking data spillover.

EVX enforces ephemeral boundaries between sessions, preserving privacy –no infrastructure changes needed.

Who should use EVX?

Security That Empowers Businesses of All Sizes

For organizations that rely on AI to maintain competitive edges, EVX strikes a balance between agility and assurance. Teams can focus on crafting the best private models and agentic AI systems for their unique needs, rather than worrying about residual digital footprints those systems might leave behind. 

As new regulations emerge around AI transparency and privacy, a solution that demonstrates clear, provable data destruction will help businesses of any size meet compliance while preserving their ability to deploy cutting-edge AI.

By preventing ephemeral data from becoming a liability, EVX empowers organizations to harness AI responsibly, confidently, and securely.

Solutions FOR multiple sectors

Tailored Ephemeral Security Across Industries:
Supporting On-Prem and Cloud-Based HPC Workload

Deploy ai confidently & Without data leaks

Safeguard GPT, LLMs, and
Hybrid HPC with EVX

Run advanced ML or LLM workloads locally or in the cloud—maintaining control over ephemeral data at every step. EVX uses zero trust concurrency hooking to cryptographically wipe all traces post-session, ensuring no data residue. Comply with HIPAA, GDPR, FedRAMP, and more—without disruptive infrastructure changes, all while maximizing ROI. For extended cloud integration, EVX offers seamless data handling across hybrid environments.

Short-Lived
Data Footprint

EVX confines sensitive information to temporary (ephemeral) memory segments. Once a session ends, all associated data is cryptographically wiped, reducing the risk of leaks or cross-session exposure.

Zero-Trust
Alignment

By default, EVX enforces the principle of least privilege—no session data lingers beyond its legitimate use. This aligns well with zero-trust security frameworks, where every component must verify the integrity of each request.

Scalable Across
Environments

Whether you’re running small-scale services, moderate enterprise workloads, or large HPC tasks, EVX’s ephemeral concurrency approach scales smoothly to handle varying workloads without sacrificing efficiency.

Verifiable
Wiping

In addition to wiping data, EVX provides mechanisms for proof of erasure. That means security teams and auditors can confirm data no longer resides anywhere in the system—helpful for compliance reporting and risk assessments.

HOw evx works

A Seamless Flow for Total Data Protection

EVX transforms the ephemeral lifecycle of your HPC, enterprise, or on-prem environments into a secure, automated process. The platform establishes isolated sessions, locks sensitive memory, then cryptographically erases data at session close. An immutable audit trail verifies every step, ensuring compliance and robust security, all without disrupting operations.

Secure
Session Start

Launch isolated sessions to confine sensitive operations.

Memory Locking

Shield critical data within controlled, ephemeral memory segments.

Ephemeral Concurrency Hooking

Dynamically route and manage data flow while preventing cross-session leaks.

Cryptographic Data Wiping

Erase all traces of ephemeral data upon completion—no residue left behind.

Immutable Audit Logging

Optionally record each wipe event to prove zero-trust erasure and support compliance.

Seamless Session End

Conclude sessions with no leftover data, preserving security and operational efficiency.

Trust in EVX

The Future of EVX:
Tech Innovation Roadmap
(Patents Pending)

Building on core EVX technology, our roadmap introduces quantum‐resistant cryptography, homomorphic verification for data wiping, AI‐driven threat detection, and federated HPC orchestration. It also adds zero‐knowledge proofs for regulatory compliance and unified GPU/VRAM scheduling to maximize performance while enforcing strict ephemeral data controls.

These next‐generation enhancements position EVX to defend against quantum‐era threats, streamline multi‐node workloads, and deliver cryptographically provable zero‐trust security.

Inquire about our quantum‐resistant roadmap to ensure your organization is prepared for tomorrow’s challenges.

Each session is cryptographically wiped at close, leaving zero traces behind. EVX’s adaptive zeroization ensures ephemeral data is fully removed—eliminating cross-session leaks and protecting sensitive information.

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Post-quantum algorithms and rotating ephemeral key management keep data secure against even future decryption methods. EVX shuts the door on both classical and next-generation attacks.

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An AI watchdog analyzes ephemeral memory in real time, instantly forcing zeroization if anomalies arise. Federated learning refines threat detection across nodes—without ever exposing raw data.

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Before every data wipe is finalized, a homomorphic verification step confirms the buffer was overwritten. Each verified erasure is then recorded on a tamper-proof ledger, satisfying HIPAA, GDPR, and other regulations without revealing private details.

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EVX in action: Hypothetical uses cases

Exploring Secure HPC
Scenarios Across Industries

Our Strategic Ecosystem

EVX is designed for seamless integration with leading HPC vendors, cloud providers, and industry integrators. We are actively pursuing strategic alliances to extend our quantum-resistant, ephemeral security solutions—ensuring effortless adoption and delivering measurable ROI.

Ready to Accelerate Data Protection?

Connect with us to see how EVX can transform your operations. Reduce overhead, ensure real-time compliance, and streamline resources—without costly overhauls. Enhance performance across AI, on-prem, and cloud environments while unlocking measurable ROI and future-proof security.

Secure ephemeral HPC data
with zero leftover traces

Auditable compliance with HIPAA, GDPR, FedRAMP, and more

Optimize HPC concurrency on existing infrastructure-no forklift changes needed

Autonomous Vehicles

Secure Sensor Data Zeroization

EVX applies ephemeral concurrency hooking to LiDAR and camera inputs, ensuring that in-vehicle systems purge sensor data once it’s no longer needed. By cryptographically wiping ephemeral memory at session close, EVX prevents residual data from lingering across sessions or vulnerable systems—strengthening safety, privacy, and real-time responsiveness for autonomous fleets.

Crypto Trading

Eradicate Residual Data

Protect high-frequency orders and market snapshots through EVX’s ephemeral concurrency hooking, which cryptographically zeroizes data the moment each session ends. By enforcing sub-millisecond disposal and accommodating thousands of rapid trades without excessive overhead, EVX maintains trading integrity and compliance—ensuring reliable performance in the fast-paced crypto market.

Healthcare Security

Protect Patient and Research Data

EVX uses ephemeral concurrency hooking and cryptographic zeroization to ensure no cross-contamination of sensitive information in workflows. Patient records, genomic data, and imaging analytics are purged from memory after each process, meeting HIPAA, GDPR, and IRB standards without disrupting clinical or research workflows. Because data is strictly isolated, one patient’s scans or records are prevented from ever mixing with another’s. This safeguards against confusion or life‐threatening misdiagnoses.

Real-time proof-of-erasure confirms that no residual data remains, enabling large-scale clinical trials, AI diagnostics, and precision medicine initiatives to stay audit-ready. By integrating seamlessly with existing infrastructures, EVX raises security to new levels—protecting patient confidentiality and maintaining strict regulatory compliance.

Risk Modeling

Secure Transient Data

Leverage EVX’s ephemeral concurrency approach and cryptographic data wiping to safeguard HPC workloads for high-frequency trading and real-time risk analytics. By enforcing sub-millisecond zeroization and verifiable proof of erasure, EVX prevents leakage of sensitive financial details while maintaining throughput, compliance, and ROI in fast-paced market environments.

Gov/Defense HPC

Non-Classified & Classified Data Protection

Non-Classified Data: For standard or moderately sensitive agencies, EVX still delivers very powerful solution with  ephemeral concurrency hooking and verified zeroization to protect data without disrupting day-to-day operations. Its session-based encryption, enhanced by quantum-resistant algorithms, reduces the risk of unauthorized cross-session access, aligning with FISMA, FedRAMP, and other civilian standards. Whether on-premises or in a hybrid cloud, EVX’s minimal performance impact ensures a scalable path to zero-trust data management, future-proofed against quantum-level decryption attempts.

Classified Data (Part of the EVX Technology Roadmap): EVX will apply zero-trust ephemeral security to government and defense HPC workloads, combining ephemeral concurrency hooking, quantum-resistant key handling, and sub-millisecond data wipes. With real-time threat detection and homomorphic zeroization, EVX will ensures no residual data remains, helping satisfy ITAR/FedRAMP mandates while preserving mission-critical performance. By integrating post-quantum cryptography, EVX will protect against both current and emerging threats, securing classified simulations and intelligence data with minimal overhead.