StayPulse
From hotel data to better decisions.
A hospitality analytics platform connecting bookings, guest activity and marketing performance into one useful dashboard.
Visual concept illustration. This is a planned MVP, not a deployed client product.
The challenge
Why it matters.
Hotels often have useful information scattered across booking platforms, property systems and marketing tools. StayPulse brings these sources together to reveal operational and commercial insights.
Planned MVP
What the first version will do.
- 01Ingest sample booking, property-management and web or campaign analytics datasets on a schedule.
- 02Normalize data, resolve duplicates and monitor ingestion quality with repeatable pipelines.
- 03Track occupancy, revenue, channel performance and returning-guest trends.
- 04Explore privacy-aware audience segments and export permitted marketing insights.
Technical approach
How it's designed to work.
Ingestion
Python connectors and Prefect flows orchestrate scheduled imports.
Transformation
Validated, cleaned and documented hospitality datasets.
Analytics
ClickHouse analytics models served through FastAPI.
Experience
React dashboards for KPIs, booking channels and marketing performance.
Have something similar in mind?
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