Research, field notes, and releases from Tamaga.https://tamaga.systems/enhttps://tamaga.systems/newsroom/research-briefings/owned-at-the-source-interoperable-at-the-edges/https://tamaga.systems/newsroom/research-briefings/owned-at-the-source-interoperable-at-the-edges/Travel knowledge should be able to move without losing the source that can maintain, qualify and correct it.Tue, 22 Sep 2026 00:00:00 GMThttps://tamaga.systems/newsroom/press-releases/tamaga-hotel-demo-release/https://tamaga.systems/newsroom/press-releases/tamaga-hotel-demo-release/Tamaga Hotel is a fictional reference environment with public guest-facing surfaces and a documented bounded release scenario showing what happens when a room does not fit, a request remains pending, a person still has to decide, or a representation loses an important condition.Thu, 17 Sep 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/what-can-the-travel-internet-safely-forget/https://tamaga.systems/newsroom/research-briefings/what-can-the-travel-internet-safely-forget/Travel platforms have to compress places. The difficult question is which distinctions can disappear safely, which ones change a traveler’s decision, and when a representation has reached the limit of what it can establish.Mon, 14 Sep 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/website-no-longer-owns-final-sentence/https://tamaga.systems/newsroom/research-briefings/website-no-longer-owns-final-sentence/Machine-readable does not mean authoritative. A hotel sentence still needs an owner, a condition, evidence, and a responsible next action.Mon, 31 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/direct-booking-needs-more-than-a-booking-button/https://tamaga.systems/newsroom/research-briefings/direct-booking-needs-more-than-a-booking-button/A traveler may begin on an OTA and book on the hotel website. The harder question is whether room meaning, conditions, and unresolved requests survive the handoff.Sun, 30 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/hotel-structured-data-not-source-of-truth/https://tamaga.systems/newsroom/research-briefings/hotel-structured-data-not-source-of-truth/Search, AI, OTAs, booking engines, email, APIs, and staff systems do not read one website; they assemble fragments. The durable asset is governed travel knowledge, with Schema.org as its public semantic spine.Tue, 25 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/keep-your-pms/https://tamaga.systems/newsroom/research-briefings/keep-your-pms/PMS adoption does not remove the need for a stronger owned hotel layer. It changes the problem: keep the systems that transact the stay, then protect the room meaning, guest context, conditions, and human confirmations that can disappear between them.Fri, 14 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/research-briefings/chatbot-should-never-answer-from-memory/https://tamaga.systems/newsroom/research-briefings/chatbot-should-never-answer-from-memory/Hallucination is only one failure mode. A hotel answer can be accurate in wording and still be wrong because it is stale, applied to the wrong room or rate, or promoted from a possibility into a promise.Sun, 09 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/field-notes/how-guests-book-the-wrong-room/https://tamaga.systems/newsroom/field-notes/how-guests-book-the-wrong-room/Building Room Fit exposed a deeper problem: hotel inventory compresses physical rooms into sellable categories. The guest needs enough of that physical reality restored before availability can become a useful answer.Sun, 09 Aug 2026 00:00:00 GMThttps://tamaga.systems/newsroom/press-releases/one-hotel-seven-versions-published/https://tamaga.systems/newsroom/press-releases/one-hotel-seven-versions-published/The open method behind One Hotel, Seven Versions traces decision-critical hotel facts across owned, transactional, structured, distributed and synthesized representations. Its first public-source case shows how a fact can remain visible while the condition that makes it trustworthy disappears.Sun, 09 Aug 2026 00:00:00 GMT