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  <title>Slavin AI - Enterprise AI strategy, governance, architecture</title>
  <subtitle>Slavin AI - enterprise AI strategy, governance, and architecture. RAG, AI assistants, predictive analytics, and audit-ready deployment architecture. By SLAtech LTD, Israel since 2004.</subtitle>
  <link href="https://www.slavin.ai/feed.xml" rel="self" type="application/atom+xml" />
  <link href="https://www.slavin.ai/" />
  <id>https://www.slavin.ai/</id>
  <updated>2026-10-23T08:37:16Z</updated>
  <author>
    <name>SLAtech LTD</name>
    <uri>https://www.slavin.ai</uri>
    <email>info@slavin.ai</email>
  </author>
  <rights>© SLAtech LTD · Operating since 2004</rights>
  <generator uri="https://www.slavin.ai" version="2.0">SLAtech LTD auto feed</generator>
  <entry>
    <title>ISO/IEC 42001 Readiness Checklist: What an Auditor Will Ask For | Slavin AI</title>
    <id>https://www.slavin.ai/ISO-42001-Readiness-Checklist</id>
    <link href="https://www.slavin.ai/ISO-42001-Readiness-Checklist" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>A clause-by-clause readiness checklist for ISO/IEC 42001, the AI management system standard: what you need in place for each clause, how Annex A works, and how it fits alongside ISO 27001.</summary>
  </entry>
  <entry>
    <title>EU AI Act: Provider or Deployer? Obligations by Role | Slavin AI</title>
    <id>https://www.slavin.ai/EU-AI-Act-Provider-vs-Deployer</id>
    <link href="https://www.slavin.ai/EU-AI-Act-Provider-vs-Deployer" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>Which EU AI Act obligations apply to you depends first on your role. How to tell provider from deployer, the three ways a deployer becomes a provider, and what a deployer of a high-risk system must do.</summary>
  </entry>
  <entry>
    <title>Custom AI Platform vs Microsoft Copilot Studio | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-Custom-AI-vs-Microsoft-Copilot-Studio</id>
    <link href="https://www.slavin.ai/Compare-Custom-AI-vs-Microsoft-Copilot-Studio" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>Custom AI platform vs Microsoft Copilot Studio: where Copilot Studio fits (M365-heavy orgs, generic agents), where custom wins (compliance, deep integration, IP ownership). 6-dimension comparison.</summary>
  </entry>
  <entry>
    <title>AI Governance for Enterprises - Maturity Model, Frameworks &amp; Risk Taxonomy | Slavin AI</title>
    <id>https://www.slavin.ai/AI-Governance</id>
    <link href="https://www.slavin.ai/AI-Governance" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>A practical AI governance framework: 5-level maturity model, NIST AI RMF vs ISO 42001 vs EU AI Act, twelve-control baseline checklist, and the LLM risk taxonomy used in real production deployments.</summary>
  </entry>
  <entry>
    <title>EU AI Act, NIST AI RMF and ISO 42001: One Crosswalk Table | Slavin AI</title>
    <id>https://www.slavin.ai/AI-Governance-Crosswalk</id>
    <link href="https://www.slavin.ai/AI-Governance-Crosswalk" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>Which requirements in the EU AI Act, the NIST AI Risk Management Framework and ISO/IEC 42001 cover the same ground, where they differ, and how to run one program instead of three.</summary>
  </entry>
  <entry>
    <title>AI Coding Assistant Policy: a Template for Engineering Teams | Slavin AI</title>
    <id>https://www.slavin.ai/AI-Coding-Assistant-Policy</id>
    <link href="https://www.slavin.ai/AI-Coding-Assistant-Policy" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>A policy template for using Copilot, Cursor, Claude Code and similar assistants in a company: what the assistant may access, what it never gets, who reviews its output, and how to keep the policy enforceable.</summary>
  </entry>
  <entry>
    <title>Governing AI Agents: Permissions, Approvals and Logs | Slavin AI</title>
    <id>https://www.slavin.ai/AI-Agent-Governance</id>
    <link href="https://www.slavin.ai/AI-Agent-Governance" />
    <updated>2026-10-23T08:37:16Z</updated>
    <summary>How to let AI agents operate in real systems without handing them the keys: least agency, narrow tools, authorization in the target system, human approval for high-impact actions, and logs you can reconstruct.</summary>
  </entry>
  <entry>
    <title>Architect vs AI-only Delivery - Who Owns Production | Slavin AI</title>
    <id>https://www.slavin.ai/Architect-vs-AI</id>
    <link href="https://www.slavin.ai/Architect-vs-AI" />
    <updated>2026-10-22T15:59:20Z</updated>
    <summary>AI closes the first 80% - prototype, boilerplate, happy path. Production is decided by the 20% AI does not model: failure modes, concurrency, data integrity, cost at scale. Why a senior architect is what you are actually buying.</summary>
  </entry>
  <entry>
    <title>Slavin AI - Enterprise Artificial Intelligence Solutions | Transform Your Business</title>
    <id>https://www.slavin.ai/Main</id>
    <link href="https://www.slavin.ai/Main" />
    <updated>2026-10-22T09:40:29Z</updated>
    <summary>Slavin AI - enterprise AI strategy, governance and architecture. RAG, AI assistants, predictive analytics and audit-ready deployment architecture for regulated and mission-critical environments. Operated by SLAtech LTD (Israel, since 2004).</summary>
  </entry>
  <entry>
    <title>About Slavin AI - Brand of SLAtech LTD | Strategy-First AI Platform</title>
    <id>https://www.slavin.ai/About</id>
    <link href="https://www.slavin.ai/About" />
    <updated>2026-10-11T13:42:14Z</updated>
    <summary>Slavin AI is a brand of SLAtech LTD, an Israeli software company founded in 2004 by Emil Slavin. Strategy-first AI platform focused on decision-making, governance, and architectural correctness.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Toronto | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/toronto</id>
    <link href="https://www.slavin.ai/Cities/toronto" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Toronto-based (Canada) enterprises. Built around PIPEDA + AIDA + OSC tech-readiness. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Tel Aviv | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/tel-aviv</id>
    <link href="https://www.slavin.ai/Cities/tel-aviv" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Tel Aviv-based (Israel) enterprises. Built around Privacy Protection Law + INCD guidance. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Sydney | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/sydney</id>
    <link href="https://www.slavin.ai/Cities/sydney" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Sydney-based (Australia) enterprises. Built around Privacy Act 1988 + AI Ethics Framework + OAIC. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Singapore | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/singapore</id>
    <link href="https://www.slavin.ai/Cities/singapore" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Singapore-based (Singapore) enterprises. Built around PDPA + MAS Veritas + Model AI Governance v2. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in San Francisco | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/san-francisco</id>
    <link href="https://www.slavin.ai/Cities/san-francisco" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for San Francisco-based (United States) enterprises. Built around California AB-2013 training-data + CCPA. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in New York | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/new-york</id>
    <link href="https://www.slavin.ai/Cities/new-york" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for New York-based (United States) enterprises. Built around NIST AI RMF + NYC LL 144 bias audits. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in London | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/london</id>
    <link href="https://www.slavin.ai/Cities/london" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for London-based (United Kingdom) enterprises. Built around UK DPA 2018 + AI Bill / pro-innovation regime. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Dubai | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/dubai</id>
    <link href="https://www.slavin.ai/Cities/dubai" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Dubai-based (United Arab Emirates) enterprises. Built around UAE PDPL + DIFC AI guidance. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Berlin | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/berlin</id>
    <link href="https://www.slavin.ai/Cities/berlin" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Berlin-based (Germany) enterprises. Built around EU AI Act + GDPR + BSI cybersecurity. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review in Amsterdam | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/amsterdam</id>
    <link href="https://www.slavin.ai/Cities/amsterdam" />
    <updated>2026-10-09T09:41:53Z</updated>
    <summary>Independent AI &amp; architecture review for Amsterdam-based (Netherlands) enterprises. Built around EU AI Act + GDPR + AP enforcement. Pre-production assessment, written ADR, risk register, 2-week sprint.</summary>
  </entry>
  <entry>
    <title>AI Security &amp; Compliance (GDPR, HIPAA) | Slavin AI</title>
    <id>https://www.slavin.ai/security-compliance</id>
    <link href="https://www.slavin.ai/security-compliance" />
    <updated>2026-10-07T13:07:01Z</updated>
    <summary>Security posture of this property and the disclosure policy named in its security.txt: response headers, cookie flags, coordinated disclosure under RFC 9116, and the compliance frameworks used as design references.</summary>
  </entry>
  <entry>
    <title>SLAtech Vantage - a client portal that reports for you | Slavin AI</title>
    <id>https://www.slavin.ai/Vantage-Studios</id>
    <link href="https://www.slavin.ai/Vantage-Studios" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>SLAtech Vantage is a client portal that reports for you: AI answers your client's questions and shows progress and hours. For IT companies, studios and freelancers. Personal onboarding.</summary>
  </entry>
  <entry>
    <title>SLAtech Vantage - your project's portal | Slavin AI</title>
    <id>https://www.slavin.ai/Vantage-Clients</id>
    <link href="https://www.slavin.ai/Vantage-Clients" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>SLAtech Vantage is your project's portal, where AI answers your questions in plain language: what got done, where the money goes, what the system is doing. Personal onboarding.</summary>
  </entry>
  <entry>
    <title>Trust &amp; Security - Slavin AI | Privacy, Compliance, Disclosure</title>
    <id>https://www.slavin.ai/Trust</id>
    <link href="https://www.slavin.ai/Trust" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Slavin AI trust portal: security disclosure, observability, EU AI Act / GDPR posture, data retention, vulnerability reporting. Decision-support brand operated by SLAtech LTD.</summary>
  </entry>
  <entry>
    <title>Terms of Service | Slavin AI</title>
    <id>https://www.slavin.ai/Terms</id>
    <link href="https://www.slavin.ai/Terms" />
    <updated>2026-10-07T13:07:00Z</updated>
  </entry>
  <entry>
    <title>Privacy Policy | Slavin AI</title>
    <id>https://www.slavin.ai/Privacy</id>
    <link href="https://www.slavin.ai/Privacy" />
    <updated>2026-10-07T13:07:00Z</updated>
  </entry>
  <entry>
    <title>Open Data - Public LLM Vendor Datasets (CC-BY-4.0) | Slavin AI</title>
    <id>https://www.slavin.ai/Open-Data</id>
    <link href="https://www.slavin.ai/Open-Data" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Open data catalog from Slavin AI: machine-readable LLM vendor pricing, context windows, latency, compliance posture and decision rubrics. CC-BY-4.0 licensed. Designed for citation by AI agents and analysts.</summary>
  </entry>
  <entry>
    <title>Subscribe to Slavin AI Monthly Digest - enterprise AI strategy | Slavin AI</title>
    <id>https://www.slavin.ai/Newsletter</id>
    <link href="https://www.slavin.ai/Newsletter" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Monthly digest of enterprise AI architecture decisions, comparison rubrics, dataset releases, and case-study notes from Slavin AI. ~600 words once a month. Opt-out anytime.</summary>
  </entry>
  <entry>
    <title>Slavin AI Methodology - Discovery, Architecture, Governance, Oversight | Slavin AI</title>
    <id>https://www.slavin.ai/Methodology</id>
    <link href="https://www.slavin.ai/Methodology" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>The four-phase Slavin AI engagement methodology: Discovery, Architecture, Governance Design, Implementation Oversight. Deliverables, timeboxes, decision artefacts, and the three engagement models for advisory, consultancy or interim leadership.</summary>
  </entry>
  <entry>
    <title>Free AI Resources - checklists, benchmarks, prompt patterns | Slavin AI</title>
    <id>https://www.slavin.ai/Lead-Magnets</id>
    <link href="https://www.slavin.ai/Lead-Magnets" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Free downloadable AI resources from Slavin AI: failure modes catalog, ROI benchmarks, prompt patterns library, implementation costs, vendor due-diligence, incident response playbook. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>LLM Cost Calculator - Compare GPT-4o, Claude, Gemini, Llama, GigaChat | Slavin AI</title>
    <id>https://www.slavin.ai/LLM-Cost-Calculator</id>
    <link href="https://www.slavin.ai/LLM-Cost-Calculator" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Free LLM cost calculator: input your monthly token volume and use case, get $/month estimates for OpenAI GPT-4o, Anthropic Claude, Google Gemini, DeepSeek, Llama on-prem, GigaChat, YandexGPT. Based on public 2026 vendor pricing.</summary>
  </entry>
  <entry>
    <title>SLAtech Network Glossary - AI, Compliance, Architecture, Israeli Education | 100 defined terms</title>
    <id>https://www.slavin.ai/Glossary-Network</id>
    <link href="https://www.slavin.ai/Glossary-Network" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Unified SLAtech-network glossary - 39 production-context definitions across AI architecture, governance, compliance (EU AI Act, GDPR, ISO 42001), web infrastructure, payments, and Israeli education. Each term has a stable @id for citation. Search and filter live. CC-BY-4.0 open data.</summary>
  </entry>
  <entry>
    <title>EU AI Act Readiness Checklist - 20 controls, 5 minutes | Slavin AI</title>
    <id>https://www.slavin.ai/EU-AI-Act-Checklist</id>
    <link href="https://www.slavin.ai/EU-AI-Act-Checklist" />
    <updated>2026-10-07T13:07:00Z</updated>
    <summary>Free 20-control EU AI Act readiness checklist mapped to Articles 6, 9, 10, 13, 14, 15. Live scoring, traffic-light verdict, gap report. No signup to use.</summary>
  </entry>
  <entry>
    <title>Cookie Settings | Emil Slavin</title>
    <id>https://www.slavin.ai/CookieSettings</id>
    <link href="https://www.slavin.ai/CookieSettings" />
    <updated>2026-10-07T13:07:00Z</updated>
  </entry>
  <entry>
    <title>Contact Slavin AI | Enterprise AI &amp; Architecture Review</title>
    <id>https://www.slavin.ai/Contact</id>
    <link href="https://www.slavin.ai/Contact" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Contact Slavin AI to discuss enterprise AI initiatives, architecture reviews and secure AI deployments for regulated and mission-critical environments.</summary>
  </entry>
  <entry>
    <title>Vector Databases Compared: Pinecone vs Weaviate vs pgvector vs Qdrant | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-Vector-Databases</id>
    <link href="https://www.slavin.ai/Compare-Vector-Databases" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Vector database comparison for production RAG: Pinecone, Weaviate, pgvector, Qdrant, Milvus. Scale bands, cost, hybrid search, operational complexity, and a decision rubric.</summary>
  </entry>
  <entry>
    <title>RAG vs Fine-tuning: When to Use Each | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-RAG-vs-Fine-tuning</id>
    <link href="https://www.slavin.ai/Compare-RAG-vs-Fine-tuning" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>RAG vs fine-tuning: decision rubric, cost comparison, latency tradeoffs, and the hybrid pattern that wins most enterprise LLM use cases. Six dimensions, scored, with worked examples.</summary>
  </entry>
  <entry>
    <title>OpenAI vs Anthropic vs Open-Source LLMs | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-OpenAI-vs-Anthropic-vs-OpenSource</id>
    <link href="https://www.slavin.ai/Compare-OpenAI-vs-Anthropic-vs-OpenSource" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>OpenAI GPT vs Anthropic Claude vs open-source LLMs (Llama, Mistral, Qwen): capability bands, cost structure, latency, compliance, and the multi-vendor pattern enterprise teams use in 2026.</summary>
  </entry>
  <entry>
    <title>AI Architecture Comparison Hub - RAG vs Fine-tune, LLM Vendors, Build vs Buy | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-Hub</id>
    <link href="https://www.slavin.ai/Compare-Hub" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Neutral, architect-led comparisons for enterprise AI decisions: RAG vs fine-tuning, OpenAI vs Anthropic vs open-source, vector databases, build vs buy, Copilot Studio. With cost data.</summary>
  </entry>
  <entry>
    <title>Chatbot vs RAG vs AI Agent: When to Use Each | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-Chatbot-vs-RAG-vs-Agent</id>
    <link href="https://www.slavin.ai/Compare-Chatbot-vs-RAG-vs-Agent" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Chatbot vs RAG vs AI agent: capability ladder, when each is the right choice, cost/complexity tradeoffs, and the upgrade path from one to the next.</summary>
  </entry>
  <entry>
    <title>Build vs Buy Enterprise AI: Decision Rubric &amp; Total Cost | Slavin AI</title>
    <id>https://www.slavin.ai/Compare-Build-vs-Buy-Enterprise-AI</id>
    <link href="https://www.slavin.ai/Compare-Build-vs-Buy-Enterprise-AI" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Build vs buy decision rubric for enterprise AI: 7 dimensions scored, total cost over 3 years, when off-the-shelf wins, when custom wins. With anonymized cost benchmarks.</summary>
  </entry>
  <entry>
    <title>AI Architecture Review by City | Slavin AI</title>
    <id>https://www.slavin.ai/Cities/</id>
    <link href="https://www.slavin.ai/Cities/" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Independent AI architecture review for enterprises across 10 key cities - New York, San Francisco, London, Berlin, Tel Aviv, Dubai, Singapore, Amsterdam, Toronto, Sydney. Built around each region's regulatory regime.</summary>
  </entry>
  <entry>
    <title>Чек-лист предпродакшн-ревью AI-кода - 22 паттерна отказа | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/ru/AI-Pre-Production-Review</id>
    <link href="https://www.slavin.ai/Checklist/ru/AI-Pre-Production-Review" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>22 паттерна отказа, которые AI-генераторы вписывают в production-код, в 7 категориях. С сигналами обнаружения и архитекторскими мерами. Print-friendly от Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>AI Incident Response Playbook - 14 классов инцидентов в production | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/ru/AI-Incident-Response</id>
    <link href="https://www.slavin.ai/Checklist/ru/AI-Incident-Response" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>14 классов AI-инцидентов в production с сигналами обнаружения, immediate triage, шаблонами коммуникации, паттернами root cause и prevention update. Print-friendly от Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>צ'קליסט ביקורת לפני production - 22 דפוסי כשל | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/he/AI-Pre-Production-Review</id>
    <link href="https://www.slavin.ai/Checklist/he/AI-Pre-Production-Review" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>22 דפוסי כשל ש-AI מייצר ומכניס לקוד production, ב-7 קטגוריות. סימני זיהוי ופעולות התיקון של הארכיטקט. הורדה ידידותית-להדפסה מ-Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>Playbook לתגובת תקריות AI - 14 סוגי תקריות בייצור | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/he/AI-Incident-Response</id>
    <link href="https://www.slavin.ai/Checklist/he/AI-Incident-Response" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>14 סוגי תקריות של AI בייצור עם סימני זיהוי, פעולות triage מיידיות, תבניות תקשורת, דפוסי root cause ועדכוני prevention. הורדה ידידותית-להדפסה מ-Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>AI Pre-Production Review Checklist - 22 Failure Modes | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/AI-Pre-Production-Review</id>
    <link href="https://www.slavin.ai/Checklist/AI-Pre-Production-Review" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>22 failure modes AI generators ship into production code, in 7 categories. With detection signals and the architect's mitigations. Print-friendly download from Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>AI Incident Response Playbook - 14 Production Incident Classes | Slavin AI</title>
    <id>https://www.slavin.ai/Checklist/AI-Incident-Response</id>
    <link href="https://www.slavin.ai/Checklist/AI-Incident-Response" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>14 production AI incident classes with detection signals, immediate triage, communication templates, root cause patterns, and prevention updates. Print-friendly download from Slavin AI. CC-BY-4.0.</summary>
  </entry>
  <entry>
    <title>Case Study - Manufacturing Document AI for Quality Assurance | Slavin AI</title>
    <id>https://www.slavin.ai/Case-Study-Manufacturing-DocAI</id>
    <link href="https://www.slavin.ai/Case-Study-Manufacturing-DocAI" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Anonymized manufacturing case study: a European industrial manufacturer deployed document-AI extracting structured data from 30+ supplier QA templates. 78% auto-processed end-to-end, 8-month payback against engagement cost.</summary>
  </entry>
  <entry>
    <title>Case Study - HIPAA-Compliant Clinical Knowledge RAG | Slavin AI</title>
    <id>https://www.slavin.ai/Case-Study-Healthcare-RAG</id>
    <link href="https://www.slavin.ai/Case-Study-Healthcare-RAG" />
    <updated>2026-10-07T13:06:59Z</updated>
    <summary>Anonymized healthcare case study: a regional provider deployed a HIPAA-compliant retrieval-augmented assistant for clinicians, reducing time-to-answer 42% with no PHI leakage incidents recorded.</summary>
  </entry>
</feed>