conversational ai
Conversational AI in Online Travel Agencies: Beyond Traditional Chatbots
Martin Tuncaydin explores how conversational AI in online travel agencies has evolved from basic FAQ bots to sophisticated trip-planning agents with LLM c…
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agentic ai
Agentic AI Workflows: Transforming Corporate Travel Management with Multi-Agent Systems
Martin Tuncaydin explores how agentic AI and multi-agent systems are revolutionizing corporate travel management, moving beyond chatbots to autonomous wor…
travel data stack
The Modern Travel Data Stack in 2025: How Leading OTAs Build Their Analytics Foundation
Martin Tuncaydin explores how leading online travel agencies build scalable analytics foundations using modern data stack architecture to optimize pricing…
mlops
MLOps in Travel: Deploy Machine Learning Models from Notebook to Production in 30 Days
Martin Tuncaydin shares how travel technology teams can deploy ML models to production in 30 days using MLOps practices, overcoming unique challenges in h…
open-source
Open-Source Tools Every Travel Technologist Should Know in 2024
Martin Tuncaydin explores essential open-source tools transforming travel technology, from APIs and SDKs to community-driven alternatives that accelerate …
generative-ai
Generative AI for Travel Content: Balancing Opportunity and Risk in Tourism Marketing
Martin Tuncaydin explores how the travel industry can harness generative AI for content creation while mitigating risks like factual accuracy and search p…
microservices
Event-Driven Microservices for Booking Systems: Managing Distributed Transactions at Scale
Martin Tuncaydin explores event-driven architecture for travel booking systems, covering sagas, eventual consistency, and the outbox pattern for managing …
machine learning
Flight Delay Prediction with Machine Learning: Lessons from Production
Martin Tuncaydin shares hard-won lessons from building production-grade flight delay prediction models, navigating incomplete aviation data, and earning o…
openai-assistants-api
Building Travel Copilots with OpenAI's Assistants API: A Practitioner's Guide for B2B Travel Desks
Martin Tuncaydin explores how OpenAI's Assistants API transforms B2B travel operations with context-aware AI copilots that augment human decision-making a…
agentic ai
Agentic AI Workflows: The Next Evolution in Corporate Travel Management
Martin Tuncaydin explores how agentic AI workflows are transforming corporate travel management with autonomous systems that perceive, decide, and act ind…
travel-tech
Why Travel Technology is the Next Frontier for AI Investment
Martin Tuncaydin explores why travel technology represents an unprecedented opportunity for AI investment, examining market fragmentation and data richnes…
travel-tech
The NDC Revolution and What It Means for Data Engineers
Martin Tuncaydin explores how IATA's NDC standard is transforming airline distribution and what this API-first shift means for travel technology data engi…