Articles grouped by business problem, industry, and system type.
AI adoption follows three stages: one process (automation from €3,500 net), a department (an agent from €6,000 net), and the company (training from €1,200 net per day, an AI policy, maintenance). Start with one measurable process. The first step is a free process scan.
Deploying Claude happens on three levels: an off-the-shelf subscription, a dedicated automation or agent on the Claude API, and Claude Code inside a development team. Automation starts from €3,500 net, a process-running agent from €6,000, and tokens from $1 per million. Syntalith is a Claude Partner Network member. You start with a free process scan (€0).
Start with a scan, then receive a proposal within five working days or an implementation specification in five. A simpler automation can be working in 2–6 weeks, an agent pilot runs on real data after about 6–8 weeks, and the full implementation closes within 6–16 weeks depending on scope and integrations.
How much does AI process automation cost in 2026? Automating one business process starts from €3,500 net, and an agent that runs a whole process from €6,000. You calculate ROI on your own numbers, not on our promise. You start with a free process scan.
Is OpenClaw free? Yes, the license is €0 (open source under MIT). But a working agent costs money: the model (tokens), the server (a VPS from about €5 a month), and your time on boundaries and maintenance. We break three typical setups down into real numbers.
n8n vs Make: n8n is self-hostable under a fair-code license and billed per full workflow execution, while Make is a cloud SaaS billed per individual operation. Six differences that actually matter when choosing, and the one boundary where neither is enough. As of July 2026.
n8n is a fair-code workflow automation platform: self-host it for the cost of a server, or use n8n Cloud from €20 a month. We explain what it does, who it is for, the GDPR edge of self-hosting, and where a workflow ends: exactly where a decision and an exception begin. You start with a free process scan.
Vibe coding means describing a task in plain language and letting an AI model write the code. Andrej Karpathy coined the term on 2 February 2025, and Collins named \"vibe coding\" its Word of the Year 2025. It is a great way to build a prototype and a poor way to build a system that has to run in production a year later. We explain where a demo ends and agentic work begins, with boundaries, tests, review, and a trail, and when vibe coding turns dangerous.
An AI agent can keep runtime state and data at rest on a VPS you control. Model APIs, telemetry, backups, and integrations still determine where processing occurs. Our managed personal-agent service starts at PLN 4,900 net.
A practical guide to AI agent courses and training in Poland: four types (online cohort courses, open and closed trainings, no-code courses, and work on your own repo), verified market prices as of July 2026, and transparent criteria to compare any offer. You choose by goal, not by brand.
The best AI implementation company in Poland is not one name, it is a fit to your situation. The market splits into four segments: no-code automation agencies, boutique engineering firms, premium software houses, and enterprise consulting. You choose by criteria, not by a slogan.
Claude Code training for dev teams: a hands-on course in agentic work on your own repo, 1:1 or team cohort, online. Taught by engineers who build with agents in production. The course installs code review, conventions, boundaries, and evaluation so your team can trust code that agents write faster than you can check it. Priced after a call about your repo.
Hermes Agent is an open-source (MIT), self-hosted AI agent by Nous Research. You install it with a single command on Linux, macOS, WSL2, or Windows, connect your own model (Nous Portal, OpenAI, Anthropic, or local), and run it on a server for about 5 USD per month. It needs a model with a context window of at least 64,000 tokens.
Hermes Agent and OpenClaw are two open-source, self-hosted agent projects, but they emphasize different things. Hermes Agent (Nous Research) is an autonomous, self-improving agent with a learning loop. OpenClaw is a personal AI assistant you run on your own devices and talk to on the channels you already use. The choice depends on what you actually need.
How much does AI implementation cost for a company in 2026? A simple automation starts from €3,500 net, apps and agents from €6,000, and a typical implementation lands in the €6,000–35,000 range. Price depends on the process, not the technology. You start with a free process scan (€0).
The Hermes Agent software itself is free and open source (MIT). The real cost is three line items: the language model (API or your own GPU hosting), infrastructure (a server from about 5 USD per month), and the work of running it safely in a company. The price does not depend on Hermes itself, but on what the agent has to do.
How do you choose a company to build an AI agent? Check whether it states a price before the call, names the engineers responsible for the project, hands over the code, and can say 'do not build this'. A good vendor answers seven questions about boundaries, escalation, and trace before writing any code.
Prompt injection is an attack where content the model reads (an email, a document, a web page, a tool description) poses as an instruction and changes the agent's behavior. In a system with tool access it does not stop at a bad answer: the agent can take an unwanted action. OWASP has ranked it number one for two editions (LLM01).
Six operational workflows where an agent may be worth scoping if boundaries, escalation, and trace are explicit.
A custom agent is a bounded workflow system, not a chatbot with a larger prompt.