Scenarios
Model use cases of AI in practice.
MCP in practice: how to connect AI with CRM, invoicing, and the help desk without vendor lock-in
MCP makes it possible to connect AI to CRM, invoicing, and helpdesk through a single interface. Where it makes sense in SMB, what to actually implement,…
NIS2 + AI tools: what a Czech team must have in place so as not to violate internal rules
Deploying ChatGPT, Copilot, or Gemini without rules increases the risk of data leaks as well as violations of internal policies. An overview of the minimum setup…
Alternatives to Deep Research modes: cheaper stacks for smaller teams
Deep Research modes can go through dozens of sources, cite them, and prepare a synthesis, but for small teams they tend to be unnecessarily expensive and…
Prompt Injection Tests for a Corporate AI Bot: Minimum Security Baseline
A corporate AI bot without prompt injection testing is not “just unfinished,” but genuinely risky. This article describes the minimum security baseline: which attacks to test,…
AI for salespeople: an assistant for preparing a discovery call and proposal draft
How to use AI in preparing a discovery call and creating a proposal without losing context and trust. A practical process, specific tools, limits, pricing, and…
Price comparison of AI video generators 2026: credits, limits, real costs
How much do AI video generators really cost in 2026 when the price list shows credits instead of minutes? A comparison of Runway, Pika, Kling, Luma,…
How to implement an internal AI policy for a team of up to 20 people: template + checkpoints
A short internal AI policy reduces the risk of data leaks, confusion over responsibility, and unnecessary bans. Here is a process for a team of up…
Case study: how a B2B agency reduced proposal preparation time by 50% with AI workflow
How to set up an AI workflow for preparing sales proposals in a B2B agency so that it saves time, does not increase error rates, and…
AI for HR in 2026: candidate screening, bias risks, and auditable decision-making
Automated resume screening speeds up recruitment, but without bias controls and an audit trail it creates both legal and reputational risk. What to implement in HR…
AI idea: automatic weekly overview of leads from CRM to email
An AI project for an automatic weekly overview of leads from the CRM to email saves salespeople time, pulls out key changes in leads, and delivers…
