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Xenoss blog

Xenoss on AI and data engineering. Deep tech insights for data-driven decision-makers.

Featured articles

How to build hybrid virtual flow meters: Combining ML predictions with physics-based modeling for oil and gas operations

13 min read

How Stripe, PayPal, Visa, and Adyen solve the toughest data engineering challenges in payments

16 min read

AI and Data Glossary

Key concepts and terminology

Real-time production monitoring in Oil & Gas: Overcome the fragmentation of legacy IoT systems

9 min read

AI in finance: 4 real-life problems banking organizations can solve with machine learning

9 min read

AI regulations in the US: 2025 overview

9 min read

Best practices for building scalable, reliable, and secure data pipelines

11 min read

How AI reinvents drug R&D: Redefining the safety, accuracy, and efficiency of preclinical research

12 min read

All insights

Product development
AI
The AI competitive advantage playbook: What it takes to win in a crowded market
by Dmitry Sverdlik
August 1, 2025
12 min read
Software development
Data engineering
Data contract enforcement: Implementing schema registry, data quality testing, and breaking change detection
by Dmitry Sverdlik
July 30, 2025
13 min read
Software architecture
Product development
Event-driven architecture implementation: Complete scaling guide for product teams
by Alexandra Skidan
July 29, 2025
14 min read
AI
Data engineering
The CTO’s guide: Implementing enterprise AI on legacy systems without breaking everything
by Editorial Team
July 28, 2025
16 min read
AI
Data engineering
Implementing human-in-the-loop data quality gates for enterprise AI pipelines
by Dmitry Sverdlik
July 22, 2025
11 min read
AI
In the news
In the news: Why Kimi K2 is the second DeepSeek moment for large-language models
by Editorial Team
July 17, 2025
8 min read
AI
MarTech/AdTech
Multimodal AI in marketing: How zero-party data transforms customer personalization
by Alexandra Skidan
July 14, 2025
11 min read
Software development
Data engineering
Data tool sprawl is draining your budget: Here’s how to fix it
by Editorial Team
July 14, 2025
12 min read
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Software development
AI
Vector database selection guide: Pinecone vs. Weaviate vs. Qdrant for enterprises
by Dmitry Sverdlik
July 11, 2025
10 min read
AI
Data engineering
MarTech/AdTech
Marketing automation platform breakdown: Why enterprises abandon their MAP implementations and what comes next
by Editorial Team
July 10, 2025
13 min read
AI
Data engineering
Building enterprise knowledge bases with LLMs: architecture considerations for Vanilla RAG, GraphRAG, and agentic RAG
by Dmitry Sverdlik
July 3, 2025
13 min read
AI
Finance & Banking
Four approaches to using machine learning in real-time fraud detection (with real-world examples)
by Maria Novikova
July 3, 2025
11 min read
AI
Oil & Gas
How to build hybrid virtual flow meters: Combining ML predictions with physics-based modeling for oil and gas operations
by Dmitry Sverdlik
July 2, 2025
13 min read
Product development
MarTech/AdTech
Composable DXPs: How to unify content and customer data for real-time enterprise personalization
by Alexandra Skidan
July 1, 2025
10 min read

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