RevStar™ IQML-Powered Revenue Management for Independent Hotels
RevStar™ IQ connects to any property management system and applies gradient-boosted machine learning to optimize your room rates — automatically, every night. No revenue manager required.
You get a daily WhatsApp message with your model's recommendations and a single tap to approve. Every recommendation is explained in plain English so you always know why.
Everything you need. Nothing you don't.
Trained on your property's history plus 40+ external demand signals. The fastest, most explainable algorithm for hotel tabular data.
One platform, any PMS. Cloudbeds, Opera, Mews, SynXis, and more. Upload a CSV or connect via API.
Tap to approve recommended rates from your phone. No dashboard required for daily decisions.
Every suggestion shows you exactly which signals drove it — events, pace, competitor rates, weather. Plain English, every time.
Guest PII is stripped by AI before any data touches a model. Privacy is architecture, not policy.
Forward projections with confidence intervals alongside historical comps. Know what's coming before it arrives.
Approve your rates over WhatsApp. In seconds.
Every morning RevStar™ IQ sends you a WhatsApp message with tonight's recommended rate and a plain-English explanation of why. One tap to approve. That's your entire revenue management workflow.
Soccer tournament nearby (8,400 attendees). Pace 18% ahead of last year. Compset avg $122 — you stay competitive at $119.
Powered by LightGBM
Not a black box. A purpose-built gradient-boosted model trained on hotel demand data with SHAP attribution on every prediction, translated into plain English.
Your Property Data
- ·Historical occupancy, ADR, RevPAR (same-date-last-year)
- ·Forward booking pace — OTB rooms, velocity, delta vs. SDLY
- ·Rate history and change frequency
Market Intelligence
- ·Competitor rates via Makcorps API (up to 5 compset hotels)
- ·STR market tightness via AirROI
- ·Google Trends demand index for your market
External Signals
- ·Events: Ticketmaster + SeatGeek (capacity, tier, category)
- ·Weather: NWS forecast (free, no key required)
- ·Holidays, airport arrivals, drive-market gas prices
Why LightGBM
| LightGBM | XGBoost | Neural Net | |
|---|---|---|---|
| Training speed | ✅ Fastest | Moderate | Slowest |
| Hotel tabular accuracy | ✅ Best | Comparable | Lower |
| Works at 90-day history | ✅ Yes | Yes | Needs 2+ years |
| Native categoricals | ✅ No encoding needed | Requires encoding | Requires encoding |
| SHAP explainability | ✅ Native | Add-on | Post-hoc only |
| Inference latency | ✅ <5ms | ~10ms | 50ms+ |
Integrates with leading property management systems
Simple, honest pricing.
One plan. Everything included. No setup fees.
Need AI consulting for your business?
RevStar™ IQ is built for hotels specifically. If you need AI automation for a different industry, our consulting team works with businesses across all sectors. Free 30-minute discovery call.