Shelpuk & Company
    AI-powered enterprise and government technology
    Enterprise & Government AI

    Sovereign AI for Enterprise & Government

    We help large enterprises and public sector organizations build, deploy, and govern AI systems that remain under their full control — on EU soil, on their own terms.

    From AI strategy and custom model training to on-premises deployment and EU AI Act compliance — we solve the hard problems that keep CIOs, CDOs, and government leaders from scaling AI. No vendor lock-in. No data leaving your jurisdiction.

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    The European AI Landscape in Numbers

    4%

    Europe's share of global AI compute capacity

    95%

    Organizations with zero ROI from GenAI initiatives

    €15M

    Maximum fine for high-risk AI non-compliance

    80%

    Enterprise AI project failure rate

    The AI Scaling Challenge in Europe

    95% of organizations realize zero measurable ROI from their AI initiatives. Here's what's blocking them.

    The Sovereignty Paradox

    Europe leads the world in AI governance, yet 70% of its compute capacity sits in US hyperscalers. Your data, your models, your competitive advantage — hosted on foreign infrastructure subject to foreign laws like the US CLOUD Act.

    The Pilot Trap

    80% of enterprise AI projects fail — double the rate of traditional IT. Organizations launch isolated pilots but lack the data foundations, integrated architectures, and organizational alignment to scale them into production.

    Regulatory Complexity

    The EU AI Act's high-risk obligations apply to standalone Annex III systems from 2 December 2027. Non-compliance means fines up to €15M or 3% of global turnover under Article 99(4). Most organizations are treating compliance as an afterthought, not a design principle.

    Talent & Organizational Resistance

    98% of organizations report AI skills gaps. 60% of workers fear job displacement. Even perfectly engineered AI systems fail to deliver ROI when end-users circumvent or underutilize them.

    How We Help

    We address the full stack of sovereign AI challenges — from strategy to production deployment.

    AI Strategy & Roadmap

    We work with your leadership to identify the highest-ROI AI use cases, design a phased implementation roadmap, and build the business case that gets board approval. No generic frameworks — everything is mapped to your data maturity, regulatory exposure, and organizational readiness.

    Custom Model Training

    We train domain-specific models on your proprietary data — from Small Language Models that run on constrained hardware to fine-tuned LLMs for document intelligence, classification, and decision support. Your data stays yours. Full IP ownership included.

    Sovereign Deployment

    We deploy AI systems on EU sovereign cloud infrastructure (Nebius, Scaleway, OVHcloud) or directly on your on-premises hardware. No data leaves your jurisdiction. No dependency on US hyperscalers. Full compliance with GDPR and the EU AI Act built in.

    Vendor Lock-In Prevention

    We architect systems using open-source foundations, standard APIs, and portable containerized deployments. You own every line of code, every trained model weight, and every deployment artifact. Switch providers or bring it in-house anytime.

    Enterprise & Government Use Cases

    Real applications we've built and deployed for organizations like yours.

    Document Intelligence & Workflow Automation

    Automated processing of regulatory filings, procurement documents, citizen applications, and internal reports. Agentic RAG systems that reason across thousands of documents and extract structured data with full auditability.

    Algorithmic Decision Support

    Transparent, explainable AI for credit scoring, eligibility determination, risk assessment, and resource allocation. Built with explainability-by-design to meet AI Act requirements for high-risk systems.

    Citizen Services & Internal Assistants

    AI-powered assistants that help citizens navigate public services and employees access institutional knowledge. RAG systems deployed on sovereign infrastructure with full data residency guarantees.

    EU AI Act Readiness

    We integrate compliance into the engineering lifecycle — not as an afterthought, but as a design principle.

    High-risk system classification and conformity assessment
    Algorithmic transparency and explainability documentation
    Automated activity logging and traceability
    Human oversight mechanisms and bias detection
    Privacy-by-design with GDPR alignment
    ISO 42001 AI Management System implementation
    Sergii Shelpuk
    Partner

    Sergii Shelpuk

    15+ years in AI consulting for enterprises and government organizations
    20+ AI projects delivered across 8 countries
    Deep expertise in sovereign AI deployment and EU regulatory compliance
    Graduated from LSE and Stanford
    Founded Shelpuk AI in Warsaw — an EU-based AI consultancy
    LinkedIn

    Book a free 2-hour AI assessment for your organization

    We'll identify your highest-impact AI opportunities, evaluate regulatory exposure, and outline a sovereign deployment strategy. No cost, no commitment.

    Frequently Asked Questions

    Answers to common questions about this topic.

    How can enterprise organizations scale AI beyond isolated pilots?

    Enterprise organizations scale AI beyond pilots by aligning roadmap ownership, platform standards, and change enablement across business units. Shelpuk AI Technology Consulting partners with enterprise leadership to convert AI strategy into coordinated execution across functions.

    What delivery model works for cross-functional enterprise AI programs?

    In this context: Enterprise AI consulting and implementation. Transform operations with agentic AI, computer vision, and intelligent automation. Successful programs align use-case portfolios with architecture standards, shared platforms, change enablement, and business-unit ownership for execution. Shelpuk AI Technology Consulting delivers scalable operating models that connect platform foundations with team-level adoption.

    How are pricing and operating commitments defined for enterprise-wide AI initiatives?

    Commercial planning usually combines phased scope, platform dependencies, security and data constraints, and explicit adoption milestones. Shelpuk AI Technology Consulting structures engagements with transparent scope, governance cadence, and outcome accountability.

    Which outcomes indicate that enterprise AI adoption is creating durable advantage?

    Teams typically achieve faster internal service cycles, stronger decision support quality, lower repetitive workload, and better cross-function coordination. Shelpuk AI Technology Consulting brings implementation and case-study experience from large-organization AI transformations.