AI Expert

Guided reading library

Articles

Read the clearest practical guides without browsing everything at once. Pick a path, then move from concept to workflow to safer decisions.

Foundation

Build confidence with AI basics, prompting, privacy, hallucinations, and everyday use.
20 articles125 min total
Preview first articles
  1. 1What AI actually is (and isn't): a no-hype primer6 min read
  2. 2Your first hour with ChatGPT: a click-by-click walkthrough6 min read
  3. 3The seven things you can ask ChatGPT on day one6 min read
Open path

Practitioner

Learn workflows for meetings, writing, research, no-code tools, and repeatable business tasks.
22 articles169 min total
Preview first articles
  1. 1The anatomy of a prompt: role, context, task, constraints, format8 min read
  2. 2Stop prompting once: the iterative conversation method8 min read
  3. 3Picking the right model for the job: a 2026 decision cheat sheet7 min read
Open path

Builder

Go deeper into agents, RAG, MCP, structured outputs, evals, APIs, and local AI.
43 articles483 min total
Preview first articles
  1. 1Building reusable prompt libraries: from snippets to shared templates11 min read
  2. 2Multi-tool workflows: combining ChatGPT, Claude, Perplexity, and Notion11 min read
  3. 3Chain-of-thought, self-critique, tree-of-thoughts — when to use each10 min read
Open path

Strategic

Cover governance, EU AI Act readiness, build-vs-buy decisions, ROI, and private AI choices.
11 articles109 min total
Preview first articles
  1. 1Designing a team AI adoption playbook11 min read
  2. 2The AI marketing stack: content, SEO, social on autopilot10 min read
  3. 3The AI sales stack: lead enrichment, personalization, follow-up at scale11 min read
Open path
4 results
AllNew to AIBeginnerIntermediateAdvanced

Viewing learning path: PractitionerShow all

10 min read

Multilingual AI workflows for Estonian companies

A practical workflow model for Estonian companies working across Estonian, English, Russian, Finnish, and other customer languages without losing tone, terminology, privacy, or accountability.

Design a multilingual AI workflow for customer support, sales, internal knowledge, or content localization with glossary control, review gates, and privacy boundaries.

IntermediateAI for Business
9 min read

Human-in-the-loop design patterns for AI workflows

Human review is not a vague safety blanket. A practical guide to deciding what humans approve, sample, audit, escalate, or never delegate in AI workflows.

Choose the right human review pattern for an AI workflow and define approval, sampling, audit, escalation, and stop rules before launch.

IntermediateAutomations
11 min read

The AI sales stack: lead enrichment, personalization, follow-up at scale

A practical AI sales stack that handles research, personalization, sequencing, and follow-up — without becoming the spam everyone deletes. The architecture, the tools, the prompts, and the guardrails that separate effective from annoying.

Turn the workflow into a small practical experiment with a clear quality check.

IntermediateAI for Business
10 min read

The AI marketing stack: content, SEO, social on autopilot

A practical, end-to-end AI marketing stack for content, SEO, and social — the tools, the workflows, the prompts, and the discipline that separates real automation from spam. Built for teams of one to small teams, not enterprise.

Turn the workflow into a small practical experiment with a clear quality check.

IntermediateAI for Business

Showing 4 of 4