Practical writing on AI implementations for business: RAG, AI agents, the EU AI Act and production costs — backed by first-party production data.https://semitora.com/en-GBhttps://semitora.com/blog/en/rag-manufacturing-technical-documents/https://semitora.com/blog/en/rag-manufacturing-technical-documents/How to deploy RAG on manuals and service procedures: versions, permissions, citations, refusal, golden sets, approval and monitoring.Thu, 30 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/api-rpa-rag-or-ai-agent-how-to-choose/https://semitora.com/blog/en/api-rpa-rag-or-ai-agent-how-to-choose/A practical decision tree for choosing API automation, RPA, RAG, an AI agent or no-go based on process, data, risk, error cost and control before a PoC.Wed, 22 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-act-evidence-pack-7-proof-items/https://semitora.com/blog/en/ai-act-evidence-pack-7-proof-items/Which evidence should exist before an AI system reaches production? Seven Evidence Pack items: owner, risk, golden set, evaluations, logs, handoff and rollback.Wed, 15 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-email-handling-knowledge-base-human-handoff/https://semitora.com/blog/en/ai-email-handling-knowledge-base-human-handoff/How to automate email query handling with RAG and an AI agent: classification, answers with a source, escalation rules and human handoff. Not an autonomous inbox, but consistent answers under control.Thu, 09 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-b2b-ecommerce-distribution-alerts-cross-sell/https://semitora.com/blog/en/ai-b2b-ecommerce-distribution-alerts-cross-sell/Where AI makes sense in wholesale and B2B distribution: pre-meeting customer briefs, order-drop alerts, cross-sell, price monitoring and a safe shop bot. Process, data and a first PoC.Thu, 09 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/how-to-choose-ai-vendor-2026/https://semitora.com/blog/en/how-to-choose-ai-vendor-2026/12 questions to ask an AI vendor before a PoC, RAG or agent: data, security, the AI Act, evaluations, code ownership and maintenance — with a strong-vs-weak signal matrix.Wed, 08 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-for-hotels-rag-concierge/https://semitora.com/blog/en/ai-for-hotels-rag-concierge/How a hotel can use RAG and AI agents for guest service: a multilingual concierge from your own materials, with clear limits and a realistic first PoC.Mon, 06 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-insurance-claims-rag/https://semitora.com/blog/en/ai-insurance-claims-rag/How to use RAG and AI agents to analyze claims documents, policies and procedures — with a source and an audit trail, without automating the payout decision.Mon, 06 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/safe-ai-poc-30-days/https://semitora.com/blog/en/safe-ai-poc-30-days/An operational plan for a safe AI PoC in 30 days: pick a process, inventory shadow AI, prepare data, run a PoC on a real slice, evaluations, guardrails, logs and a go/no-go decision.Mon, 06 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/labelling-chatbots-ai-content-article-50/https://semitora.com/blog/en/labelling-chatbots-ai-content-article-50/The 22 July initial-signatory deadline for the voluntary code has passed; Article 50 duties apply from 2 August. Check role and use case.Thu, 02 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-readiness-audit-what-we-check/https://semitora.com/blog/en/ai-readiness-audit-what-we-check/An AI readiness audit step by step: processes, data, shadow AI, AI Act risk classification and an implementation roadmap. What the final report contains.Thu, 02 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/digital-omnibus-ai-act-deadlines/https://semitora.com/blog/en/digital-omnibus-ai-act-deadlines/Regulation (EU) 2026/1744 is in force from 27 July 2026. Annex III moves to 2 Dec 2027 and Annex I to 2 Aug 2028; most AI Act dates stay.Thu, 02 Jul 2026 00:00:00 GMThttps://semitora.com/blog/en/data-readiness-for-rag/https://semitora.com/blog/en/data-readiness-for-rag/Before you build RAG, check the data: sources, permissions, document quality, freshness and tests. A data-readiness checklist before you deploy AI.Tue, 30 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-act-glossary-key-terms/https://semitora.com/blog/en/ai-act-glossary-key-terms/The AI Act in a nutshell: AI system, prohibited practices, high-risk, GPAI, provider vs deployer, human oversight, KRiBSI. Each term in one sentence.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-agent-rag-cost-2026/https://semitora.com/blog/en/ai-agent-rag-cost-2026/AI price lists start "from a few thousand złoty", but a price without scope says nothing. Cheap chatbot vs a production RAG/agent system — what drives the cost.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-act-risk-classification-method/https://semitora.com/blog/en/ai-act-risk-classification-method/How to tell whether your AI system is prohibited, high-risk or minimal under the EU AI Act (Regulation 2024/1689). A step-by-step classification method.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-governance-regulated-industries/https://semitora.com/blog/en/ai-governance-regulated-industries/AI governance is not a document but an ongoing function: owner, roles, human oversight, evaluations, data control and audit. What it means in finance, healthcare and manufacturing.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-build-vs-buy-decision/https://semitora.com/blog/en/ai-build-vs-buy-decision/When to take a ready-made AI tool and when to build your own on your infrastructure. Five questions that settle build vs buy — and why the answer is often a mix.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-on-aws-architecture-for-compliance/https://semitora.com/blog/en/ai-on-aws-architecture-for-compliance/How to design AI on AWS with control over Regions, access, logs and retention. Bedrock, Guardrails, PrivateLink, CloudTrail and responsibility.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/production-grade-ai-agents/https://semitora.com/blog/en/production-grade-ai-agents/A chatbot answers; an AI agent acts — it uses tools and reaches into your systems. With autonomy comes risk — how to build and supervise a production agent.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/rag-evaluation-measuring-quality/https://semitora.com/blog/en/rag-evaluation-measuring-quality/How to measure RAG quality: retrieval relevance, answer groundedness, citation correctness and hallucination control. Five metrics and a method.Mon, 29 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/mojapteczka-genai-rag-healthcare/https://semitora.com/blog/en/mojapteczka-genai-rag-healthcare/How a production GenAI system was built in a high-stakes domain: RAG architecture, hallucination control, inference cost and GDPR plus AI Act compliance. Hard numbers from production.Thu, 25 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-grants-2026/https://semitora.com/blog/en/ai-grants-2026/Got an AI project but the budget is blocking it? Three programmes — FENG / SMART Path, Dig.IT and KFS 2026 — which fits, what qualifies and what does not.Sun, 21 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/what-genai-really-costs-in-production/https://semitora.com/blog/en/what-genai-really-costs-in-production/We have our own production number: USD 0.0006 per AI scan. But inference cost is the tip — the real cost of GenAI sits before the model, not in it.Sun, 21 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/guardrails-are-not-ai-policy/https://semitora.com/blog/en/guardrails-are-not-ai-policy/Teams confuse AI policy with technical safeguards. Guardrails (e.g. AWS Bedrock Guardrails) help — but without tests, evals and an owner they are decoration.Sun, 21 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/rag-on-company-documents/https://semitora.com/blog/en/rag-on-company-documents/What RAG is, how it connects AI to your company knowledge base, and how it limits hallucinations — with source citations, on AWS.Sun, 21 Jun 2026 00:00:00 GMThttps://semitora.com/blog/en/ai-act-2026-readiness-checklist/https://semitora.com/blog/en/ai-act-2026-readiness-checklist/Regulation (EU) 2026/1744 is in force. Most AI Act provisions apply from 2 Aug 2026; full high-risk duties follow in 2027/2028. Board checklist.Thu, 28 May 2026 00:00:00 GMT