# dfzoo AI Institute > Engineering-led AI competence institute. We help organizations evaluate AI-generated code, train teams, build AI-powered systems, automate processes, modernize legacy systems and run AI in production. ISO 9001:2015 certified. ## Who we are - [About dfzoo AI Institute](https://dfzoo.ai/about): Polish engineering-led AI competence institute. dfzoo AI Institute is a brand operated by DFZOO.COM Sp. z o.o. Offices in Szczecin and Warszawa. ISO 9001:2015 certified. This website itself is built and maintained by Claude under engineering team direction - a working demonstration of the AI-assisted workflows we teach. - [Contact dfzoo AI Institute](https://dfzoo.ai/contact): offices, channels, legal info. intro calls via start@dfzoo.ai. ## What we do - four super-anchors Browse all services at [https://dfzoo.ai/services](https://dfzoo.ai/services). - **Train, Adopt & Govern** - [overview](https://dfzoo.ai/services/train-adopt-govern). Practices: - [AI Training Programs](https://dfzoo.ai/services/train-adopt-govern/ai-training-programs) - Role-specific training for engineering, design, ops and leadership - workshop or cohort format. - [AI Advisory](https://dfzoo.ai/services/train-adopt-govern/ai-advisory) - Adoption roadmap, tooling assessment and rollout sequencing for AI initiatives. - [Tools Implementation](https://dfzoo.ai/services/train-adopt-govern/tools-implementation) - Hands-on setup of AI coding assistants, context files and team workflows. - [AI Governance Basics](https://dfzoo.ai/services/train-adopt-govern/ai-governance-basics) - Usage policies, evaluation cadence and risk register - the procurement-ready baseline. - [EU AI Act Technical Compliance](https://dfzoo.ai/services/train-adopt-govern/eu-ai-act-compliance) - AI system inventory, risk classification and the technical documentation the Act requires. - **Evaluate, Audit & Secure** - [overview](https://dfzoo.ai/services/evaluate-audit-secure). Practices: - [AI Code Evaluation](https://dfzoo.ai/services/evaluate-audit-secure/ai-code-evaluation) - Independent audit of AI-generated code against a rubric we publish in full. - [Security Review](https://dfzoo.ai/services/evaluate-audit-secure/security-review) - Security review of code written with AI coding assistants, and of the AI features it added to your product. - [Test Coverage](https://dfzoo.ai/services/evaluate-audit-secure/test-coverage) - Test strategy for AI-assisted projects - what to test, what to mock, what to skip. - [Production Readiness](https://dfzoo.ai/services/evaluate-audit-secure/production-readiness) - Pre-release certification: observability, runbooks, rollback paths, on-call signals. - [AI Quality Evaluation](https://dfzoo.ai/services/evaluate-audit-secure/ai-quality-evaluation) - Independent evaluation of how well the AI you already deployed actually does its job. - **Build, Automate & Modernize** - [overview](https://dfzoo.ai/services/build-automate-modernize). Practices: - [AI-Powered Custom Development](https://dfzoo.ai/services/build-automate-modernize/ai-powered-custom-development) - End-to-end product engineering using AI as primary development leverage. - [Agentic AI Readiness](https://dfzoo.ai/services/build-automate-modernize/agentic-ai-readiness) - Assessment and pilot for autonomous workflows: what to agentify, what to keep human. - [Process Automation](https://dfzoo.ai/services/build-automate-modernize/process-automation) - RPA + LLM agents for high-volume business processes spanning multiple systems. - [Legacy Modernization](https://dfzoo.ai/services/build-automate-modernize/legacy-modernization) - AI-assisted refactoring and re-platforming for systems that block roadmap progress. - **Operate, Measure & Maintain** - [overview](https://dfzoo.ai/services/operate-measure-maintain). Practices: - [LLM Observability](https://dfzoo.ai/services/operate-measure-maintain/llm-observability) - Tracing, eval pipelines, drift detection - see what your agentic stack is actually doing. - [Telemetry & Analytics](https://dfzoo.ai/services/operate-measure-maintain/telemetry-analytics) - What to measure, what to alert on, what to put on the dashboard for AI products. - [Cost & Model Optimization](https://dfzoo.ai/services/operate-measure-maintain/cost-model-optimization) - Audit and rework LLM spend - caching, routing, prompt compression. Typically 20-60% savings. - [App Maintenance](https://dfzoo.ai/services/operate-measure-maintain/app-maintenance) - Ongoing maintenance for AI-touched systems: provider migrations, prompt tuning, dependency upgrades. ## Resources - [AI code review tool vs. AI code audit](https://dfzoo.ai/compare/ai-code-review-tool-vs-audit): when a tool is enough, when an independent audit is needed, and how we implement and tune the tools. - [Glossary](https://dfzoo.ai/glossary): plain-language definitions of the terms used across this site (prompt injection, MCP, RAG, red teaming, quality gate, EU AI Act risk classes). - [Self-assessment](https://dfzoo.ai/self-assessment): a free 10-question check of how ready a team is for AI in production, with recommended next steps. - [Training catalog](https://dfzoo.ai/training/catalog): engineering and business tracks with course codes, duration and BUR / KFS co-funding notes. ## Cited credentials - ISO 9001:2015 certified by DNV Business Assurance, cert no. 10000439701-MSC-RvA-POL. - Scope: design and development of web and mobile applications, e-commerce and websites; application service; IT training and consulting; online marketing; robotic automation of business processes. ## Contact - Talk to an engineer: https://dfzoo.ai/#contact - Offices: Szczecin (ul. Wawrzyniaka 6W) and Warszawa, Poland. ## Languages - English (primary): https://dfzoo.ai - Polski: https://dfzoo.ai/pl ## Full content for ingestion - [llms-full.txt](https://dfzoo.ai/llms-full.txt): full markdown of every public page (homepage, about, contact, services index, 4 anchor pages, 16 service pages). EN canonical first, PL drafts second. Single fetch for complete dual-locale ingest. Auto-generated at build time from src/lib/anchors.{en,pl}.ts.