AI Knowledge Base · The Hotel Brain

Every source, every channel.
One hotel brain.

The Hotel Brain crawls your website, PMS, menus and docs into a living knowledge base, one per property and at group level, so every agent on WhatsApp, web, social, email and voice answers from a single source of truth.

Ingesting from
Corporate WebsiteMarketing · FAQ
PMSArticles · Pricing
Restaurant MenusF&B · Allergens
Google DriveDocs · Sheets
DropboxFiles · PDFs
Guest AppGuest data
The Hotel BrainKnowledge store · group + per-property
LIVE12,846 entries
Stored, indexing across 14 property brains synced
Cancellation policy, Flexible ratePolicy
Late checkout fee & availabilityPricing
Sea View Suite amenitiesMarketing
Breakfast hours & venueTimetable
Pet policy, dogs under 10kgPolicy
Spa treatment menu & pricesPricing
14 properties synced · group + per-hotel storesAuto-crawl + live crons
Serving agents
WhatsAppInbound chat
Web ChatbotWeb · Widget
Meta SocialsIG · FB · DM
Email InboxInbox
VoiceCalls · IVR
Semantic retrieval

Ask anything. Right down to
the espresso martini.

Every entry is embedded into per-hotel and group-level stores. A guest question is matched to the exact answer in real time, on any channel. However granular the ask, if the data lives in the brain, the answer comes back precise.

WhatsApp
Does the all-inclusive plan include the rooftop pool?
Embedding the question
1,536-dimension vector
Searching 512 property stores
top-1 by cosine similarity
Exact match found
Marenia Bayfront · 0.96
Answer composed
with source cited
Yes, the all-inclusive plan includes full access to the rooftop pool and its bar.
Source · Marenia Bayfront store
Vector match across your stores512 properties · 1 group brain
Retrieval pathAll-inclusive → Facilities → Rooftop pool
Retrieved valueIncluded
512 / 512 scanned

It's never the agent.
It's the content.

When a guest goes unanswered, the gap is in the knowledge base, not the AI. Connect more sources and the blind spots vanish: every property, every outlet, every price, embedded and instantly retrievable.

512 property stores · 1 group brain · millions of embeddings
12 primitives · one hotel brain

One brain that earns its place at the heart of every channel. Complete, current and correct, on its own.

Ingested from every source, retrieved in milliseconds, and kept whole by an Auto Resolver that closes its own gaps with confidence scoring, trusted-source web search and your final sign-off. Not a side-feature. It is the brain every agent answers from.

01 · INGESTION
Eight sources, one brain
Crawl your website, PMS, POS, Drive and more into one knowledge base, per hotel and at group level.
Website · PMS · POS · Drive
Group + per-property stores
First crawl builds it in minutes
Eight sources, one brain. Your content stops living in PDFs.
02 · RETRIEVAL
Embedded and instant
Every entry is vectorised, so a guest question is matched to the exact answer in real time.
1,536-dim embeddings
Top-1 by cosine similarity
Answered on any channel
If it is in the brain, it comes back precise, in milliseconds.
03 · AUTO RESOLVER
Closes its own gaps
Detects unanswered questions and drafts the answer the moment a confident, well-sourced one exists.
Runs on every open gap
Confidence-gated drafting
Held for review when unsure
The gaps close themselves while you sleep.
04 · TRUSTED SOURCES
Only sources you trust
Searches the open web but cites only the domains you designate as authoritative.
Allow-list of domains
Citations on every claim
No anonymous sources
It reads the web, but only the parts you vouch for.
05 · CONFIDENCE
Scored, never guessed
Every drafted answer carries a confidence score, and only the high ones publish automatically.
Per-answer score
Auto-publish threshold
Low scores queued
No confident-sounding guesses. A number behind every answer.
06 · CONTRADICTIONS
Finds its own conflicts
Surfaces facts that disagree across the KB and proposes the correct one to keep.
Cross-entry conflict scan
Side-by-side diff
One-click reconcile
Two checkout times cannot both be true. It catches that.
07 · HUMAN IN THE LOOP
You approve every change
Nothing risky auto-publishes. You approve, edit or reject each proposed resolution.
One-click approve or reject
Inline edits
Full change log
The AI proposes. You decide. Always.
08 · FRESHNESS
Fresh on a schedule
Sources re-sync on their own weekly cadence, at the low-traffic hours you set.
Per-source schedule
Low-volume windows
Fully automatic
Menus, prices and policies, never stale.
09 · SUPERSEDE
Newer wins, nothing lost
New content is promoted and older versions soft-archived for audit, never deleted.
Auto-promote the latest
Soft-archive the old
Zero deletions
The newest answer leads. The old ones are kept, not lost.
10 · BEHAVIOURS
Rules that steer replies
Enforced guardrails and playbooks shape every reply, group-wide or per hotel.
Enforced or guide
Group or specific hotels
Permanent or scheduled
Knowledge answers. Behaviour decides.
11 · CHANNELS
Every channel, one answer
WhatsApp, web, social, email and voice all draw from the same brain.
Omnichannel agents
One source of truth
Consistent everywhere
The same correct answer, on every channel.
12 · ANALYTICS
Every gap, ranked
Every question is logged, clustered and ranked, so you always know what to add next.
Hits vs gaps trend
Ranked by demand
Per-channel breakdown
You always know exactly what content to add next.
Automated sync

Updated on time.
Every time.

Every source runs on its own schedule, prices hourly, menus weekly, policies only when they change. Each run pulls only what moved, promotes the newer value and soft-archives the old. Nothing is deleted, and no one lifts a finger.

Sync orchestration6 sources · scheduled · automatic
LIVE
POSEvery 6 hours
Volatile
WebsiteWeekly · Wed 01:30
Periodic
PMSDaily · 03:00
Volatile
Google DriveWeekly · Mon 06:00
Periodic
Guest AppWeekly
Periodic
Policies & house rulesOn change only
Evergreen
PMS · Articles & pricesTue 02:00Weekly Tue 02:00 · across 512 properties
Deluxe Room · nightly rate€230€245updated
Suite · weekend rate€410€430updated
Junior Suite · rate€300€315updated
Standard Room · rate€180€180unchanged
Family Room · rate€260€260unchanged
Spring promo ratearchived
3 updated1 superseded2 unchanged0 deleted · kept for audit
Volatile data refreshes on tight crons · evergreen facts stay put · nothing is ever manually deleted.
Behaviour Studio

Knowledge answers.
Behaviour decides.

Some things aren't a content gap, they're a rule. Author playbooks, grounding rules and enforced guardrails, scope them group-wide or per hotel, permanent or scheduled, and watch each one reshape a real reply. Everything is safety-scanned before it goes live.

ADMINMarenia Collection
Back to Admin
Knowledge Base
StudioGap Resolver 91StoresGalleryAnalyticsBehaviours
Behaviours
Rules that steer and constrain your AI agents on every channel. Enforced rules run as deterministic code; Guides shape the reply.
+ New behaviour
Safety activity · last 30 days
1,115
Over-commitments softened
753
Content flagged
565 would-block (log-only)
34
Fabricated actions blocked
3 would-block (log-only)
18
Competitor mentions redirected
LIVE
5
active now
ENFORCED
3
hard code gates
GUIDES
2
soft prompt rules
HELD
0
awaiting review
Never recommend
Never recommend Booking.com, Expedia, Love Holidays, eDreams, Agoda or Hotels.com.
EnforcedLiveAll channelsGroup-wide
Media policy
Do not share room photos in chat or by email. Rooms are assigned on arrival; point guests to the official website gallery.
EnforcedLiveAll channelsGroup-wide
Contact disclosure policy
Direct booking and contact requests route to central reservations, not individual hotel lines.
EnforcedLiveAll channelsGroup-wide
Grounding rule
Marenia has no loyalty programme. If a guest finds a cheaper price elsewhere, offer to have reservations review it.
GuideLiveAll channelsGroup-wide
Skill
Contact discipline: never tell a guest to call the hotel. Direct on-site questions to reception on arrival.
GuideLiveAll channelsGroup-wide
New behaviour
Authored rules are safety-scanned before going live.
Behaviour type
PersonaGrounding rulePlaybookNever recommendLanguageSkill
Instruction
Never recommend OTAs such as Booking.com, Expedia or Agoda. Always redirect guests to direct booking.
Scope
Whole groupSpecific hotels
Always onScheduled
Scanned for prompt-injection & unsafe content before it can go live.
Live preview before → after
Where can I find the cheapest price?
You will usually find the best deals on Booking.com or Expedia.
For the best rate and full flexibility, please book directly at marenia.com.
KB AI Studio

Drop a document.
Get a knowledge base.

Add entries by hand or just drop in Word docs, PDFs, images and Excel sheets. The studio ingests each one, generates clean entries, and links them to the right hotel or to the whole group automatically.

ADMINMarenia Collection
Back to Admin
Knowledge Base
StudioGap Resolver 91StoresGalleryAnalyticsBehaviours
Here's our updated spa pricelist, please add it to the knowledge base.
PDFSpa_Pricelist_2026.pdf
Thought for 3s
Creating knowledge entries5/5
Spa treatment menu & prices
Linked
Massage packages, couples rate
Linked
Spa opening hours & booking policy
Linked
Sauna & hammam access rules
Linked
Spa cancellation window
Linked
5 entries created, each linked to the right level and listed above.
Ask about your knowledge base, or drop files anywhere…
Word · PDF · images · Excel ingested and structured · auto-linked to hotel or group level.
Gap Analytics

See every question.
Know every gap.

Every question across every channel is logged, clustered and scored. The analytics surface exactly which areas the brain cannot answer yet, ranked by how often guests ask, so you always know what content to add next.

ADMINMarenia Collection
Back to Admin
Knowledge Base
StudioGap Resolver 91StoresGalleryAnalyticsBehaviours
24H7D14D1M3M
May 22 – Jun 21, 2026All Hotels
6,349
Total Questions
4,275 unique topics
57%
KB Hit Rate
3,618 answered from KB
2,731
KB Gaps
43% gap rate
4,275
Unique Topics
Distinct question clusters
Question Volume Trend
Daily question volume split by KB hits and gaps
3,618
KB Hits
2,731
KB Gaps
6,349
Total Questions
Jun 8
Jun 9
Jun 10
Jun 11
Jun 12
Jun 13
Jun 14
Jun 15
Jun 16
Jun 17
Jun 18
Jun 19
Jun 20
Jun 21
Knowledge Gaps
Questions that could not be answered from the knowledge base, ranked by priority
QuestionCategoryChannelAskedGap ratePriorityStatusAction
Do you have a shuttle from the airport?TimetableWhatsApp142100%HighOrphanView
Is early check-in guaranteed for suite bookings?PolicyVoice9889%HighOrphanView
Can I bring my cat instead of a dog?PolicyWeb Chatbot76100%HighOrphanView
What's the corkage fee at the rooftop restaurant?PricingEmail Inbox6195%MediumOrphanView
Do you offer a gluten-free breakfast option?TimetableWhatsApp5483%MediumOrphanView
Is there a discount for booking 3 rooms together?PricingVoice4791%MediumOrphanView
Can the kids club take a 2-year-old?PolicyMeta Socials39100%MediumOrphanView
Do you have a dedicated golf transfer on Sundays?TimetableWeb Chatbot3177%LowOrphanView
Showing 1 to 8 of 2,731 gapsPrevious12Next
Every channel logged · gaps clustered and ranked · you always know what to add next.
FAQ

Common questions about Hotel Brain.

Don't see yours? Talk to the team.

Your public website, the booking engine, PDFs in Google Drive or SharePoint, the PMS (Mews, Apaleo, Cloudbeds, Opera, SiteMinder), restaurant menus, and your asset library. Anything else can be ingested via API.

Default refresh is every 6 hours. PMS-sourced facts (rates, availability, policies) sync live. Editorial content (menus, brochures) is recrawled when it changes. Staff can also force a refresh for any source from the admin.

Every reply is grounded in retrieved facts and shows its citation. If a question can't be answered from the brain, the agent says so and offers to escalate. We never let a model invent answers about your property.

Yes. Anything the brain extracts can be edited, overridden, or annotated by staff. Corrections propagate everywhere (AI agents, channels, journeys) instantly.

Group-level facts (brand standards, policies) inherit downward. Property-level facts override. Property-specific knowledge stays scoped, so one hotel's brain doesn't bleed into another's.

They're a deliberate pair. The Hotel Brain holds what the hotel knows. Guest Memories holds what the guest told you. Together, every reply is both factually true and personally relevant.

Book a demo

See the Hotel Brain
with your own data.

Thirty-minute demo. We'll point the brain at your own website and PDFs, then ask it real questions in front of you, in multiple languages, and watch the facts come back with citations.