Omnit Business and Technology Blog
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- AI Building Blocks
- 8 mins
You're constantly exposed to text — emails, reports, contracts, chat messages, documentation, and presentations. Large Language Models (LLMs) are tools created to help manage large amounts of text more easily. They can assist you in summarizing,...
- AI In Business
- 10 mins
AI is frequently reduced to whatever tool is most visible at the moment— today, that usually means ChatGPT. That shorthand is convenient, but for organizations, it can quietly distort how AI-related decisions are made. This article...
- AI In Business
- 6 mins
AI promises efficiency, deeper insights, and new opportunities. But for many companies, that potential is still just out of reach. Based on our experience at Omnit with implementing AI modules and managing AI-focused projects, we know...
- AI In Business
- 7 mins
AI isn’t here to steal jobs — it is here to take the boring stuff off your plate. According to the Edelman Trust Barometer, more people are worried that machines will replace their jobs through automation....
- AI In Business
- 7 mins
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...
- AI In Business
- 5 mins
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...
- AI In Business
- 6 mins
Based on our experience at Omnit, we know that AI offers efficiency, insight, and new avenues for innovation. However, for many organizations, these goals never advance beyond the pilot phase. Projects get stuck, confidence declines, and...
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- AI In Business
- 8 mins
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 In Business
- 8 mins
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 In Business
- 5 mins
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...
- AI Building Blocks
- 7 mins
Vendors have relabelled almost everything as agentic. Here is a working definition, a picture that holds up in a procurement meeting, and the numbers that show when autonomy earns its cost....
- AI In Business
- 6 mins
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...
- AI In Business
- 5 mins
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%...
- AI In Business
- 6 mins
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....
- AI In Business
- 7 mins
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...
- AI Business Use Case
- 6 mins
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...
- AI In Business
- 5 mins
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...
AI In Business
See all- AI In Business
- 8 mins
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 In Business
- 8 mins
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 In Business
- 5 mins
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...
- AI In Business
- 6 mins
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...
- AI In Business
- 5 mins
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%...
- AI In Business
- 6 mins
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....
- AI In Business
- 7 mins
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...
- AI In Business
- 5 mins
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...
- AI In Business
- 5 mins
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...
- AI In Business
- 6 mins
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...
AI Building Blocks
See all- AI Building Blocks
- 7 mins
Vendors have relabelled almost everything as agentic. Here is a working definition, a picture that holds up in a procurement meeting, and the numbers that show when autonomy earns its cost....
- AI Building Blocks
- 6 mins
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....
- AI Building Blocks
- 6 mins
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...
- AI Building Blocks
- 8 mins
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...
- AI Building Blocks
- 8 mins
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...
- AI Building Blocks
- 5 mins
You are constantly exposed to text—emails, reports, contracts, chat messages, documentation, and presentations. Natural Language Processing (NLP) is a set of methods and tools designed to help you manage and understand all this text more efficiently....
- AI Building Blocks
- 8 mins
You're constantly exposed to text — emails, reports, contracts, chat messages, documentation, and presentations. Large Language Models (LLMs) are tools created to help manage large amounts of text more easily. They can assist you in summarizing,...
- AI Building Blocks
- 6 mins
You constantly work with scanned documents, PDFs, text images, and other image-based materials. Optical Character Recognition (OCR) is a technology that converts these visual documents into machine-readable text so they can be searched, processed, indexed, or...
AI Technology
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- AI Technology
- 10 mins
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 Technology
- 7 mins
Choosing between on-premise and cloud-based OCR is no longer just an IT decision — it’s a broader strategic choice. OCR (short for Optical Character Recognition) is the technology that converts scanned or photographed text into data...
AI Digest
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- AI Digest
- 5 mins
A frontier AI model was on the market for three days. Then the US government took it off. On the evening of June 12, 2026, Anthropic disabled access to Claude Fable 5 and Claude Mythos 5...
- AI Digest
- 5 mins
Most enterprise software fails quietly. Nobody files a complaint. The system goes live, gets logged into about once a week, and the real work drifts back to spreadsheets, email threads, and a shared file nobody owns....
- AI Digest
- 5 mins
A Hungarian mid-market CFO recently asked us a question we keep hearing in different forms: "If we wait two years before starting with AI, will we still have a real choice, or will it already be...
- AI Digest
- 6 mins
By 2030, more than 75% of enterprises outside the United States will have a digital sovereignty strategy, supported by a sovereign cloud strategy. This Gartner prediction signals a structural shift in how enterprise IT will be...
- AI Digest
- 7 mins
In February 2026, Cloudian published a number that should make every CFO and CIO pause: 93% of enterprises have already moved at least some AI workloads back from public cloud, are doing it right now, or...
- AI Digest
- 5 mins
The AI market is reorganizing itself. Not because a new powerful model arrived — they arrive every few months now — but because the priorities are changing. From capability to reliability. From demos to operational integration....
- AI Digest
- 9 mins
Your employees are already using AI for work — you didn't approve how they're using it. After 15+ years of data and AI projects, we see the same pattern at almost every client: uncontrolled AI use...
- AI Digest
- 5 mins
AI adoption has accelerated dramatically. A growing share of professionals already rely on AI tools for research, ideation, and decision support. On the surface, this looks like a straightforward productivity gain. But a structural gap is...
- AI Digest
- 5 mins
A video in which a well-known executive appears to say something they never actually said. A photo that places someone in a situation that never happened. In the past, these manipulations were relatively easy to detect...
- AI Digest
- 6 mins
Screenshots of AI agents talking to each other — without any human involvement — have been spreading quickly in tech circles. The platform behind these conversations is called Moltbook, and it is often described in dramatic...
AI Business Use Case
See all- AI Business Use Case
- 6 mins
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...
- AI Business Use Case
- 5 mins
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....
- AI Business Use Case
- 4 mins
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...
- AI Business Use Case
- 4 mins
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,...
- AI Business Use Case
- 4 mins
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...
- AI Business Use Case
- 4 mins
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 Business Use Case
- 5 mins
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...