Three dashboards, three numbers for the same campaign. The cause usually sits upstream of the reporting tool, in a missing marketing KPI definition, an unnamed owner, and an undeclared source of truth. Here is what data...
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...
Beyond Computer Vision​ - Background
If a system can already interpret images, the obvious question arises: why is video needed at all? Why not rely on still frames? The answer is straightforward: real-world operations are not static. They unfold over time....
What is Computer Vision - Background
At its core, Computer Vision is a field of artificial intelligence that enables machines to interpret visual data: images, videos, and live camera feeds. Humans process visual information instantly and intuitively. A warehouse scene, a production...
From Video to Insight - Background
Most organizations operate with a blind spot: they measure outcomes but don’t see what actually happens within the process. Activities are carried out, decisions are made, and work progresses — yet this layer largely remains unseen....
When Activity Recognition Meets Reality - Background
In many operational settings, companies track results — but they have limited insight into how those results are achieved. Manual activities, small process variations, and human interactions often remain invisible in traditional data systems, yet these...
When Information Overload Becomes an Investment Risk - Background
In asset management, clarity isn’t everywhere. Chief Investment Officers and portfolio managers operate under constant pressure: volatile markets, demanding boards, and increasing regulatory scrutiny. Investment decisions must be explainable, defensible, and immediate. In many investment organizations,...
When Every Claim Becomes a Reputation Risk - Background
Every claim decision carries financial, legal, and reputational consequences. For operational leaders in the insurance sector, the pressure is constant: increase speed, control costs, detect fraud earlier — while keeping decisions fair and defensible. Yet in...
When Every Claim Becomes a Reputation Risk - Background
If you lead a contact center — or your company operates one — you already know this: performance breaks down because clarity is missing at the decisive moment. In high-volume environments, fragmented information slows decisions, increases...
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....
From Observation to Operational Evidence
When operational decisions rely on reported data, reality can quietly drift out of sight. In environments where physical processes run continuously, even small gaps between records and reality can accumulate into systemic blind spots. This business...
The State of OCR Technology
OCR—short for Optical Character Recognition, the technology that converts scanned or photographed text into a digital format that machines can read—has improved significantly in recent years. Thanks to transformer models and newer multimodal approaches, today’s leading...
RAG - Retrieval-Augmented Generation - Background
One of the biggest challenges users face with AI tools is AI hallucinations. AI hallucinations are responses created by the AI to satisfy the user, even when they are not based on facts. These hallucinations often...
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...