Ten thousand customer service conversations cost roughly 37 dollars in tokens. The figure comes from Anthropic’s own pricing documentation, and it is the number that goes missing from the slide when an AI assistant is demonstrated...
AI Agent Security - Background
A chatbot answers questions. An agent reads your inbox and sends messages on your behalf, so the security question moves from what the model says to what the agent may do....
AI Automation - Background
Among companies that have invested in generative AI, 46% report that no enterprise objective has seen a strong positive impact from that investment. The figure comes from S&P Global Market Intelligence, whose 2025 Voice of the...
Vibe Coding Risks - Background
Describing an application in plain language and watching it appear is the fastest thing to happen to software in a decade. The cost of that speed shows up later, in the layer that stays invisible to...
Why Do AI Projects Fail Without Data Governance - Background
Gartner predicts that through 2026, companies will abandon 60% of the AI projects that lack AI‑ready data. A Gartner survey of 1,203 data management leaders, conducted in July 2024, put a second figure beside it: 63%...
GDPR and Data Lineage - Background
Most compliance effort in a mid-sized company goes into finding personal data before anyone can protect it. Data lineage turns that search into a lookup....
Duplicate Leads in Your CRM - Background
Fewer than half of sales leaders trust their own forecast, and one of the quietest reasons sits in the CRM: the same buyer recorded three times, in three spellings, owned by three people. This is what...
The Benefits of Data Governance - Background
Gartner puts the average annual cost of poor data quality at USD 12.9 million per organization. The figure is large enough to feel abstract, and that is part of the problem. The cost arrives in small...
What Is Data Governance - Background
Your company already governs its data. The question is whether anyone wrote the rules down. Every company has data governance. In most mid-sized firms, it lives in the heads of three or four people who know...
Why Are LLMs Weaker in Hungarian - Background
On a Hungarian factual question set, GPT-4o answers roughly half the questions correctly. The same class of model is far ahead of that in English. The gap is structural, it has four separate causes, and it...
What the EU AI Act Means in Practice - Background
The EU AI Act is the world's first comprehensive law on artificial intelligence, and it reaches further than most executives expect. If your company builds, buys, or simply uses an AI system whose results touch anyone...
Which Customer Record Is the Real One - Background
Poor data quality costs the average organisation $12.9 million a year, according to Gartner. For a wholesaler, a large share of that bill begins with one quiet problem: the same customer lives in several systems, and...
What Does an AI Project Really Cost - Background
Over the past few years, I have guided several Hungarian companies through their AI implementations, and one pattern shows up almost every time: by the end of the project, the cost exceeds the quoted amount. The...
Mi tartja vissza a cégét a mesterséges intelligencia bevezetésétől - Background
The technology exists. It is affordable. For a growing share of companies, it already pays for itself. So the honest question for any leader in 2026 points inward: what keeps your company from moving? The technology...
AI, ANI, AGI - Background
Artificial intelligence is now everywhere—embedded in tools, products, and boardroom conversations. At the same time, it is the subject of increasingly extreme claims: some treat it as a simple productivity layer, others as an imminent autonomous...
AI Search_Turning Organizational Knowledge into Confident Decisions - Background
A familiar situation: A question comes in. Time is limited. The answer carries risk, responsibility, or financial impact. There is no room for uncertainty — and no time to search through folders, documents, or email threads....
IDP - Intelligent Document Processing - Background
Intelligent Document Processing (IDP) is not just a solution; it's a transformative force poised to redefine how traditional business documents are handled. It can convert documents from static and unstructured to dynamic and easily processable at...
Cloud or On-Premise AI - Background
Choosing between cloud and on-premise AI is a long-term business decision. How your company decides to deploy AI will directly affect cost stability, data control, compliance risks, and how quickly the technology can deliver real value....
AI data privacy risks - Background
From our experience at Omnit, we know that for companies, AI data security isn’t just a back-end concern. It’s a governance issue—one that affects compliance, trust, and the ability to keep the business running. Decisions about...
Understanding ROI in AI Projects - Background
AI projects often fail not because of technology issues, but due to a misunderstanding of ROI. When companies discuss return on investment (ROI) in AI, they often focus mainly on cost savings. Based on our fifteen...