Enterprise AI · Sovereign Stacks · Executive Leadership

Enterprise AI that guarantees compliance and sovereign control.

19+ years of IT & software leadership, $20M+ program portfolios, and hands-on GxP/CSV validation background, now architecting sovereign, local-first AI infrastructure for enterprise operations.

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Enterprise Governance Meets Sovereign AI

With 19+ years of technology leadership across global IT, business strategy, and enterprise platform delivery, I architect sovereign AI systems and lead digital transformations for global organizations. My career spans complex regulated environments, life sciences, pharmaceuticals, and medical devices, alongside building local-first, air-gapped AI control panels, multi-agent frameworks, and retrieval-augmented generation pipelines.

A dual-threat: executive P&L and program oversight, coupled with hands-on technical architecture.

From building Epicurious, a local sovereign control panel managing 80+ agents and 450+ skills, to harmonizing 12 global TrackWise QMS platforms for critical FDA commitments and directing global SAP SuccessFactors LMS rollouts under 21 CFR Part 11 validation, I focus on outcomes that are scalable, compliant, and high-impact.

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Areas of Expertise

Sovereign AI Architecture & Agent Platforms

  • Creator of Epicurious, local sovereign control panel for agents, skills & commands
  • Air-gapped GPU cluster pipelines (Proxmox, NetBird, 128GB nodes) with local LLMs (Ollama, Qwen 32B)
  • Automated security scanning (NVIDIA SkillSpector) and agent evaluation (IBM Agentic CLEAR)

Quality Management Systems

  • Global deployment & validation of EQMS platforms, TrackWise and SAP LMS SuccessFactors
  • Strict adherence to 21 CFR Part 11, GxP, cGMP, and related regulatory standards
  • Harmonizing quality processes across sites for global consistency

Computer System Validation & Compliance

  • Managing global computer validation programs and GxP system standards
  • Validation protocols (IQ/OQ/PQ), data integrity, and audit readiness
  • Technical direction for complex CSV challenges

Digital Transformation & Excellence

  • Leading transformation initiatives to streamline operations and efficiency
  • Lean Manufacturing and Six Sigma for process improvement
  • Centralized Master Data Management (MDM) systems

Business Analysis & Process Reengineering

  • Analyzing complex needs, gathering requirements, designing optimized workflows
  • Standardized processes and best practices for system implementation
  • Comprehensive documentation and process maps for quality initiatives

iPaaS & DevOps Engineering

  • Enterprise iPaaS builds: n8n, ActivePieces, Make.com, Zapier workflows
  • Cloud infrastructure & CI/CD automation pipelines
  • Proxmox GPU cluster orchestration & self-hosted DevOps

Training & Change Leadership

  • Designing and delivering training for administrators and end-users
  • Facilitating Kaizen events and workshops to drive improvement
  • Change-management strategies for new system implementations
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Proven Results

$20M+
Global program portfolio owned
~92%
LMS/QMS adoption within 6 months
~47%
Reduction in compliance deviations
12→1
TrackWise QMS instances harmonized

Figures are self-reported and directional, drawn from program outcomes across regulated deployments.

04

Credentials

Education

MBA, Technology Management & Information Systems, Tel Aviv University (Coller School of Management, Intel Future Leadership Program)

BSc, Industrial & Management Engineering, Information Systems & Knowledge Management, Technion, Israel Institute of Technology

Languages: English (full professional), Hebrew (native), Spanish (working)

Leadership & Reach

P&L and program oversight across North America, Europe, LATAM, and APAC. Business Owner for ComplianceWire SaaS; vendor risk & SLA management; executive stakeholder alignment.

Founder of ReliaTrack AI-Labs, a private R&D lab for sovereign, local-first AI.

Ready to transform your operations, and ensure compliance.

Open to enterprise AI transformation, sovereign AI architecture, and executive advisory, globally.

GUY CHENYA · FOUNDER, RELIATRACK AI-LABS · ENTERPRISE AI & SOVEREIGN STACK ARCHITECT