# Shelpuk AI Technology Consulting

> Shelpuk AI Technology Consulting (also known as Shelpuk & Company) is a European AI consulting and engineering firm founded in 2022 in Warsaw, Poland. We design, build, and deploy production-grade AI systems for enterprises across Europe and worldwide. Our specialties include Agentic AI, Computer Vision, Bayesian Intelligence, RAG systems, LLM fine-tuning, and MLOps.

- **Founded**: 2022, Warsaw, Poland
- **CEO**: Sergii Shelpuk
- **Website**: https://shelpuk.com
- **Primary website languages**: English, German, French, Italian, Spanish
- **Localized entry points**: https://shelpuk.com/en, https://shelpuk.com/de, https://shelpuk.com/fr, https://shelpuk.com/it, https://shelpuk.com/es
- **Industries served**: Defence & Security, Pharma & Healthcare, Banking & Finance, Enterprise & Government
- **Areas served**: EU, Europe, Worldwide
- **Awards**: Clutch Champion 2023, Clutch Global 2023, Vendorland Top AI Consulting Company 2025
- **Clients include**: AstraZeneca, Bosch, Royal Bank of Canada, Civitta, Dynamiq, xFusion Technologies, Periodix, Axbio, DeepTrait

Localized service and company pages are also available under `/de/`, `/fr/`, `/it/`, and `/es/` URL prefixes.

## Services

- [AI Opportunity Discovery](https://shelpuk.com/en/services/consulting): Strategic consulting engagement to identify high-ROI AI use cases for your business. Includes the Moat vs Enhancer framework, Buy vs Build decision support, competitive AI analysis, and a prioritized roadmap. Fixed-price, typically 2–4 weeks.
- [Fixed-Price MVP Delivery](https://shelpuk.com/en/services/fixed-price): Fixed scope, fixed price AI product development. We build production-ready AI MVPs with deployment options including EU sovereign cloud, on-premises, AWS, Azure, and GCP. Suitable for companies that know what they need built.
- [AI-Native Engineering Teams](https://shelpuk.com/en/services/teams): We set up a dedicated engineering team for you, enabled with AI coding tools (Claude Code, Cursor, Codex), best practices, enforced TDD, and our technical supervision. Teams ship up to 2× faster.
- [Engineering Enablement](https://shelpuk.com/en/services/enablement): Train your developers to use AI coding tools effectively and measure the productivity gains. Includes hands-on workshops, process redesign, tooling setup, and measurement frameworks.

## Sovereign AI & EU Compliance

- [Sovereign AI for Regulated Industries](https://shelpuk.com/en/sovereign-ai): Agentic AI deployed inside the EU's regulatory perimeter, for enterprises in aviation, healthcare, and legal services. We pair EU AI Act and GDPR compliance advisory with sovereign deployment: EU-based data centers, confidential computing on encrypted GPU memory, privacy-enhancing technologies including private information retrieval for RAG, zero data retention, and ISO/IEC 42001 as an accelerator toward AI Act readiness. Three engagement models — turn-key delivery, staff augmentation, and strategic consulting — carry regulatory responsibility differently.

## Industries

- [Defence & Security](https://shelpuk.com/en/industries/defence): AI systems for military and security applications: drone autonomy, sensor fusion, computer vision for ISR, and sovereign AI deployment. Combat-proven technology with NATO-aligned partners.
- [Pharma & Healthcare](https://shelpuk.com/en/industries/pharma): AI for drug discovery, NGS data analysis, health questionnaire analysis, and Medical Affairs analytics. Clients include AstraZeneca.
- [Banking & Finance](https://shelpuk.com/en/industries/finance): AI strategy and implementation for retail banking: RAG chatbots for internal knowledge, CLV modeling, behavioral targeting, personalized recommendations, and credit scoring optimization.
- [Enterprise & Government](https://shelpuk.com/en/industries/enterprise): AI consulting and development for large organizations: generative AI platforms, RAG systems for enterprise document repositories, and AI product strategy for accelerators.

## Open Source Tools

- [Kindly Web Search](https://shelpuk.com/en/open-source/kindly-web-search): MCP server that gives AI coding agents (Claude Code, Cursor, Windsurf) structured web search capabilities via Brave Search API. Helps agents find documentation, examples, and solutions. GitHub: https://github.com/Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server
- [Lad Code Review](https://shelpuk.com/en/open-source/lad-code-review): Dual-reviewer AI code review tool. Integrates into Claude Code workflows to catch bugs, security issues, and design flaws by running two reviewer models in parallel against the primary coding agent's output. GitHub: https://github.com/Shelpuk-AI-Technology-Consulting/lad_mcp_server
- [TDD Skill](https://shelpuk.com/en/open-source/tdd): Enforces Test-Driven Development in AI coding agent workflows. Ensures agents write failing tests before implementation code, improving code quality by ~20%. GitHub: https://github.com/Shelpuk-AI-Technology-Consulting/agent-skill-tdd

## Research & Publications

- [AI Tools for Software Development 2026 (Report)](https://shelpuk.com/en/insights): Comprehensive research report analyzing the evolution of AI coding tools from IDE autocomplete to agentic AI. Covers GitHub Copilot, Cursor, Windsurf, Claude Code, and Codex with adoption statistics and performance benchmarks. Available in English and German.

## Localized Pages

- [English landing page](https://shelpuk.com/en)
- [German landing page](https://shelpuk.com/de)
- [French landing page](https://shelpuk.com/fr)
- [Italian landing page](https://shelpuk.com/it)
- [Spanish landing page](https://shelpuk.com/es)
- [German case studies](https://shelpuk.com/de/case-studies)
- [French case studies](https://shelpuk.com/fr/case-studies)
- [Italian case studies](https://shelpuk.com/it/case-studies)
- [Spanish case studies](https://shelpuk.com/es/case-studies)
- [German blog](https://shelpuk.com/de/blog)
- [French blog](https://shelpuk.com/fr/blog)
- [Italian blog](https://shelpuk.com/it/blog)
- [Spanish blog](https://shelpuk.com/es/blog)

## Selected Case Studies

- [Case Studies](https://shelpuk.com/en/case-studies): Selected engagements: **AstraZeneca**: AI product for Medical Affairs — automated CRM analytics for Medical Science Liaisons; **Major Canadian Bank**: RAG chatbot over 3,200+ internal documents using Azure OpenAI and LangChain; **DeepTrait**: NGS data analysis platform for drug discovery — raw data to insights in under 6 hours; **Civitta**: AI architecture advisory for 4 startups in the Challenger AI Accelerator; **xFusion Technologies**: RAG chatbot for the xAQUA® enterprise data platform; **Periodix**: Custom fine-tuned Llama-2 AI sales assistant for lead generation; **Dynamiq**: Generative AI strategy with Llama 3 and Mistral fine-tuning; **Major Retail Bank**: Comprehensive AI strategy for retail banking including CLV and behavioral targeting.

## Blog (Selected Technical Articles)

- [How To Increase Claude Code Generation Quality by 20%](https://shelpuk.com/en/blog/how-to-increase-claude-code-generation-quality-by-20-percent)
- [Double Your Llama 3.3 Inference Speed with HuggingFace TGI](https://shelpuk.com/en/blog/double-your-llama-3-3-inference-speed-with-huggingface-text-generation-inference)
- [Buy vs. Build: Making the Optimal AI Technology Choice](https://shelpuk.com/en/blog/buy-vs-build-in-ai-making-the-optimal-technology-choice)
- [Meet Llama 3.2: Edge LLM, Vision, Agentic Capabilities](https://shelpuk.com/en/blog/meet-llama-3-2-edge-llm-vision-agentic-capabilities-and-more)
- [Fine-Tuning Llama 3.1 with SWIFT (Multi-GPU)](https://shelpuk.com/en/blog/fine-tuning-llama-3-1-with-swift-unsloth-alternative-for-multi-gpu-llm-training)
- [Fine-Tuning Llama 3.1 with Unsloth (70% Less GPU Memory)](https://shelpuk.com/en/blog/how-to-fine-tune-llama-3-1-with-unsloth-twice-as-fast-and-using-70-less-gpu-memory)
- [LoRA for Efficient LLM Fine-Tuning](https://shelpuk.com/en/blog/low-rank-adaptation-lora-for-efficient-fine-tuning-of-large-language-models)
- [Can ChatGPT Build a Competitive Advantage?](https://shelpuk.com/en/blog/can-chatgpt-build-a-competitive-advantage-for-your-company-and-if-so-how)
- [Network Effects in Tech and AI Products](https://shelpuk.com/en/blog/all-you-need-is-a-network-effect-how-great-tech-and-ai-products-compete)

## Contact

- [Book a call](https://calendly.com/shelpuk-ai)
- [LinkedIn](https://www.linkedin.com/company/shelpuk-ai-technology-consulting)
- [GitHub](https://github.com/Shelpuk-AI-Technology-Consulting)