Neoteric
neoteric.eu
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Overview
Neoteric is a Gdansk software company founded in 2005 that builds web applications and artificial intelligence products. It works with startups and mid-sized companies on machine learning, generative AI and cloud engineering projects. The company publishes research and educational material on applied artificial intelligence.
News
Why Only 11% of Companies Have AI Agents in Production - And What the 11% Do Differently
AI agents are everywhere in enterprise roadmaps, but only a small share make it into real production. Recent enterprise adoption data suggests that only 11% of companies have AI agents in production, even though many more are experimenting with pilots, pr
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Report
JointJS vs React Flow - The Comparison of Two Leading React Diagramming Libraries
React Flow and JointJS are two of the most popular libraries for building interactive, drag-and-drop diagrams on the web: workflow builders, pipeline editors, org charts, BPMN tools, and other node-based applications. Both give you pre-made components a d
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Report
How Much Does It Cost to Build a Custom AI Agent in 2026? Real Price Ranges by Scope
AI agent development cost in 2026 usually starts around $25k-$50k for a focused proof of concept and can exceed $100k for a production-ready agent connected to business systems, permissions, monitoring, and real user workflows. The range is wide because a
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Report
The Hidden Costs of AI Development - And How to Plan Your Budget Realistically
AI development costs are often underestimated at the beginning of a project. The first estimate may focus on building a prototype, connecting a model, or creating an interface. In practice, the real budget depends on many decisions that appear before and
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AI Act Transparency Rules Are Live Since August 2, 2026 - What Your Product Must Show Users
EU AI Act transparency obligations are now a product issue, not just a legal topic. Since August 2, 2026, Article 50 transparency rules apply to certain AI systems, including products where users interact with AI, content is generated or manipulated by AI
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Report
How Automotive Suppliers Can Use Generative AI Beyond Chatbots
Generative AI in automotive is often associated with chatbots. And while chat-based interfaces can be useful, they are not the only way automotive suppliers can use GenAI. For suppliers, the real value usually appears closer to daily operations: technical
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What a Good AI Discovery Workshop Should Deliver in the First 2 Weeks
An AI discovery workshop should not end with a long list of ideas and no clear next step. After the first 2 weeks, the company should know which AI opportunities are worth exploring, which ones are too risky or immature, and what should happen next. At th
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Report
AI Agents vs AI Workflows: What Makes More Sense for Business Applications?
AI agents are getting a lot of attention. They can plan tasks, use tools, make decisions, and move through multi-step processes with more autonomy than a standard automation. But not every business application needs an autonomous agent. In many cases, a s
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How to Prepare Your Internal Data for a Successful AI Implementation
AI implementation rarely fails because a company chose the wrong model. More often, the real blocker appears earlier: internal data is scattered, outdated, hard to access, poorly described, or not ready to support the use case. A model can only work with
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Generative AI in Manufacturing: Where to Start for Maximum Operational Impact
Generative AI in manufacturing can support maintenance, quality, documentation, reporting, training, and decision-making. But the first implementation should start with a specific operational problem, not a broad technology initiative. Manufacturers shoul
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