Industry solutions · Hospitality

Hospitality AI: direct bookings, revenue yield, and guest experience — engineered.

AI-driven direct-booking optimisation, dynamic revenue management, guest personalisation, and reputation analytics — connected to your PMS, CRS, and CRM, measured in RevPAR and ADR.

axc-hospitality · journey-engine
DIRECT-BOOK · OFFER ENGINE
Direct-booking offer vs OTA
context · Guest · traveller from partner region · 2 adults · 3 nights
property · Boutique city-hotel · deluxe king
SIGNALS
ota parityrate gap 0%
loyalty tiersilver · 2 prior stays
demand index0.82 · high
personalised offerlate check-out + f&b
ota divert risk0.18 · low
JOURNEY SCORE0.91BOOK
Direct booking · +7% ADR vs OTA
parity-safe offer · loyalty context · late check-out decisive

What we build for hospitality

Every layer of the hospitality stack.

Every solution is a production system — not a proof-of-concept. Booking engines, yield models, CDPs, and reputation pipelines wired to your PMS and CRS. New categories added as the work scales.

Direct-booking Optimisation

Shift share away from OTAs — personalised offers, parity-aware pricing, and guest-data-led conversion on every session.

  • Personalised offer engine by segment
  • OTA parity guard across shop dates
  • Guest CDP integration at the booking engine
  • Revenue-impact reporting per channel
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Revenue Management AI

Dynamic yield models across channels, cohorts, and dates. Not just rate shopping — demand modelling tied to your calendar.

  • Demand forecasting with pickup curves
  • Per-channel rate layering
  • Event-aware pricing calendars
  • Competitor benchmarking on every shop date
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Guest Personalisation

Every interaction tuned to the guest — pre-arrival, in-stay, and after. Same guest, same language, across every touchpoint.

  • Unified guest CDP across properties
  • Pre-arrival journey automation
  • In-stay upsell engine by context
  • Loyalty-tier automation
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Reputation Analytics

Reviews and social sentiment parsed, classified, and routed — so operations knows what to fix before the pattern compounds.

  • Multi-source review ingest
  • Category + sentiment tagging
  • Auto-triage to the right operator
  • Rising-trend alerts to F&B / housekeeping
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Multi-property Marketing

One brand identity, many properties. Centralised content, local nuance, consolidated reporting into InsightAX.

  • Brand-content templating
  • Localisation layer by property
  • Campaign orchestration across markets
  • Portfolio dashboard in InsightAX
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How we engage with hospitality operators

Production-ready. Property-proven. Revenue-tied.

A live example: an AI-powered guest-lifecycle pipeline — from demand forecasting through portfolio consolidation, with live metrics and plain-English commentary at every step.

axc-hospitality · lifecycle-pipeline · run_0214 · phase 01/05
PHASE 01Demand forecasting & benchmarking
Reading the next two weeks of demand and the live competitor-rate picture — so pricing is ready before the guest arrives on the site.
$ axc hospitality.forecast --window 14d --benchmark comps
pulling search, booking pace, pickup curves
demand index · 0.82 · high vs 4wk avg
scraping 6 competitor rates across shop dates
ota rate gap · 0% · parity held on 5/6 comps
event overlay · conference · +3 nights tagged
·forecast handed to pricing model
claude + yield-models · PMS/CRS connected · live run
LIVE METRICS
Demand index
0.82
OTA rate gap
0%
Booking pace
+12%
Forecast conf.
0.91
PORTFOLIO SNAPSHOT
14 properties · 3,120 rooms · 4 channels · RevPAR live
01
Decision-chain mapping
We map your PMS, CRS, CRM, and OTA data flows — booking engines, channel managers, guest profiles, revenue reporting. Every gap documented.
02
Model + orchestration build
Yield, personalisation, and reputation models built in parallel. Guest CDP wired in, offer engine configured, reputation pipeline live.
03
Property rollout
Pilot on one property → validate against live RevPAR → roll forward to the portfolio. Property teams trained alongside the deployment.
04
Operate + iterate
Weekly yield reviews, quarterly model retune, continuous reputation triage. InsightAX ties direct share, RevPAR, and NPS back to every campaign.

Why Axccelerate for hospitality

Direct-first,
property-proven.

A hospitality stack that can't read your PMS, CRS, or CRM isn't a stack. We build for your booking engine, your yield team, and your front desk — not for a pitch deck.

Feature
Axccelerate
Typical agency
In-house
Direct-booking funnel vs OTA dependence
Varies
Varies
Demand-led dynamic pricing (not rate shopping)
Varies
PMS / CRS / CRM integration
Varies
Guest CDP with unified profiles
Varies
Reputation category-tagging + ops routing
Multi-language content pipelines
Varies
Varies
Multi-property consolidation
Varies
InsightAX RevPAR attribution
No vendor lock-in
Varies

Pricing

One property or a portfolio —
priced to the deployment.

Every hospitality deployment is custom — we scope against your PMS, channel mix, brand portfolio, and revenue targets before quoting.

Launch
Enquirefor pricing
One property

A single hotel deployment — direct-booking optimisation or dynamic yield, integrated into your PMS/CRS with RevPAR reporting from day one.

Single-property deployment
Direct-book or yield module
PMS/CRS integration
Weekly yield review
InsightAX reporting access
Enquire for pricing
Most popular
Scale
Enquirefor pricing
Multi-property group

The full hospitality stack — direct-book, yield, personalisation, and reputation — working as one system across your group. Portfolio reporting in InsightAX.

Multi-property rollout
Full lifecycle stack
Unified guest CDP
Bi-weekly yield + reputation review
Portfolio dashboards
Enquire for pricing
Fleet
Enquirefor pricing
Brand portfolio

Dedicated engineering for large portfolios. Custom booking engines, brand-content templating, regional localisation, and 24/7 monitoring across every property.

Unlimited properties + brands
Dedicated engineering team
Brand-content templating
24/7 monitoring + on-call
Custom booking / ops consoles
Enquire for pricing

No vendor lock-in · engineers on every scoping call. Request a custom quote →

FAQ

Common questions.

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PMS / CRS / CRM integrated

Your direct-booking channel, engineered.

30-minute scoping call with a senior engineer and a hospitality operator. You'll leave with a lifecycle plan, integration sketch, and realistic timeline — not a sales pitch.