MAREC Insights Data Architecture

Hybrid ETL & ELT Pipelines Built on Professional Privacy-First Foundations

01 PROTECTION FIRST

Sign an NDA First

Always have a standard NDA ready before diving into particulars. It signals that client privacy is handled with professional rigor.

BENEFIT

Immediate alignment on strict confidentiality.

02 ZERO RISK

Request "Read-Only" Access

Never request write access or booking modification rights. Access is restricted strictly to read-only PMS or POS exports.

BENEFIT

Removes fear of accidental data modification.

03 AUTOMATED BRIDGE

The "Data Export" Bridge

For risk-averse teams, use automated daily or weekly CSV/Excel raw file exports instead of direct software integration.

BENEFIT

Lowest-friction way to initiate analytics.

04 PIPELINE AUTOMATION

Python, R & Power BI

Leverage technical pipelines to ingest exports and populate Power BI dashboards seamlessly without touching core software.

BENEFIT

Zero disruption to daily property operations.

TECH: Python • R • SQL • Power BI

MAREC Data Hub

Python/R Hybrid ETL+ELT

CRS / Booking

Read-Only PMS Export

CRM

Read-Only Profiles

Power BI

Load: Executive Dashboards

ERP

Read-Only Procurement

PostgreSQL

ELT: Cloud Staging

POS

Read-Only F&B Export

HRIS / Payroll

Read-Only Workforce Logs

ZERO RISK PROTOCOL: Hover or click any architecture node above to review live read-only security telemetry.