Sharing what we know
Our blog features articles written by SNOK experts - people who work day to day on projects in SAP, cybersecurity, automation, data and Enterprise AI.
We write about real project experience, analyse technology trends, and share our own perspective on solutions that genuinely affect how organisations operate. We like sharing what we know, because technology isn't just our line of work - it's something we're genuinely curious about.
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Weekly review: AI on both sides of the front line - a botnet in six minutes, AI-discovered SAP flaws and the hard AI Act deadline
The week the same mechanism that lowers the cost of work also lowered the cost of attack: a criminal rebuilt botnet infrastructure in six minutes by talking to a model, AI discovered previously unknown flaws in SAP MDM, and the AI Act is about to enter its next phase of application.
When NOT to automate - 4 signs a process will kill your RPA project
The whole market keeps repeating: automate everything, bring in the AI agents. We make the opposite move. Here are four signs a process will burn your budget before it returns a single euro - and a simple test that catches them before you start.
SAP Security Patch Day - July 2026
SAP has released its July security patch bundle: 16 new notes, 1 GitHub advisory and 3 updates to earlier notes. Four HotNews vulnerabilities lead the list, including a memory corruption flaw in NetWeaver AS ABAP with CVSS 9.9. Here is what to patch first.
Does RPA still make sense? Coffee-time reflections on agents, skills and young people
RPA is not dying - it is shifting its place in the puzzle. Agents take over the thinking, robots stay for the doing, and the most interesting shift is happening in people. A personal, bird's-eye view of the market, teams and hiring.
From idea to an agent in production - what building an agentic solution really looks like
Building an AI agent is not a prompt and an API call - it is an engineering process with eight gates. We walk you through, step by step, how an agentic solution is built on UiPath: from process qualification, through BPMN visualisation, to production oversight.
Safe Tuesday with SNOK: an AI agent on both sides of the attack
Over the course of a few weeks, an AI agent stood on both sides of the attack: as JADEPUFFER, a fully autonomous ransomware, and as a tool companies are just letting into their SAP systems - under siege from a cascade of critical vulnerabilities. We explain why the difference is not the model, but the leash.
Weekly review: when AI starts to attack - agentic ransomware, a cascade of SAP CVEs and a turn towards sovereignty
The week the first fully agentic ransomware appeared, SAP froze costs to fund an AI push, and the market started saying the same thing: an AI agent is a new attack surface, and the answer is control - over the model, the data and the governance layer.
Claude Sonnet 5: why a cheaper model changes the economics of agentic automation
Anthropic priced Claude Sonnet 5 at a level that changes the calculus for agentic automation architects. For UiPath clients - Agent Builder, Coded Agents, Maestro - this is not an engine swap. It is a change in how many verification steps you can afford without breaking the budget.
AI in SAP without Joule: how to safely bring artificial intelligence into an on-premise system
Joule requires BTP and a newer SAP release. Most Polish companies run ECC or an older on-premise S/4HANA. We show how to give AI safe access to SAP data without a conversion - with UiPath as a controlled execution layer.
Weekly review: AI enters a phase of maturity - architecture, brakes and the first bills
The week AI got architecture, brakes and its first bills. SAP opens up a modular AI architecture with Claude as a component, UiPath adds Guardrails and case management, and the market starts talking about FinOps for AI and new attack vectors against agents that can see the screen.
NIS2 Autopilot: agent compliance under human oversight, powered by SecurityBridge
The NIS2 clock starts the moment an incident occurs: 24 hours for an early warning to the CSIRT, 72 hours for the full notification. The board is personally liable. NIS2 Autopilot combines SecurityBridge detection with an AI agent that triages the incident and drafts the report - while a human approves before anything leaves the organisation.
Safe Tuesday: SAP Patch Day June 2026 - two critical notes at the heart of ABAP
June's SAP Patch Day brought two HotNews notes striking at Application Server ABAP: XML Signature Wrapping in SAML (CVSS 9.9) and Memory Corruption in the RFC protocol (CVSS 9.8). The second does not even require authentication. This is a priority for this week, not a patch for later.
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