Data Model for Travel
Fact tables for bookings, pax, segments; dims for date, channel, product.
Travel BI Dashboard & Forecast
Travel BI Dashboard & Forecast — Standard Features
Unified analytics for bookings, capacity, and margins—with demand forecasts to plan prices, guides, vehicles, and inventory.
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Automated pipelines, self-service dashboards, ML forecasts
Key outcomes
BI Suite
Analytics-Focused
- Automated pipelines to clean data
- Self-service dashboards for teams
- ML-based demand & revenue projections
- Single source of truth
Core capabilities
Standard Features
Pipelines & Quality
Scheduled ETL/ELT, deduplication, and validation rules.
Sales & Booking Dashboards
Booking pace, pickup, cancellations, and yield.
Operations Dashboards
Load factor, resource utilization, on‑time metrics.
Finance Dashboards
Revenue, margin, COGS, AR/AP aging, and cash flow.
Forecasting Studio
Time‑series and causal models with what‑if scenarios.
Segmentation
RFM, cohorts, and LTV by channel and product.
Alerts & Anomalies
Thresholds and statistical drift detection.
Embedded Analytics
Share dashboards to partners with row‑level security.
Data Catalog & Lineage
Definitions, owners, and end‑to‑end lineage.
Governance & Security
RBAC, PII masking, and audit logs.
APIs & Exports
SQL, CSV, and API access to curated datasets.
Business value
Business Benefits
Alignment
Everyone sees the same metrics and definitions.
Proactive Planning
Demand forecasts inform pricing and staffing.
Profitability
Spot margin leakage and act quickly.
Speed
Self‑service reporting reduces ad‑hoc requests.
Technology stack
Technology & Integration
Data Warehouse (e.g., BigQuery/Snowflake)
ETL/ELT
Visualization (e.g., Looker/Power BI)
Forecasting/ML
Booking/CRM
OpenAPI / Webhooks
SSO / OAuth2
Deliverables
What You Get
Star schema & dictionary
Dashboard pack
Forecast notebooks & examples
Data connectors
Pilot & training
Annual maintenance
Ready to customize
From raw data to reliable decisions.
Tell us your current process & systems; we'll configure a pilot with your data.