Data Systems for E-commerce
A data platform leadership can trust.
Strategy, systems, and growth for DTC, B2B e-com, and marketplaces.
Why e-commerce operators engage SAZ for data systems.
SAZ data engagements build the data platform a modern business needs — warehouse, pipelines, modeling, governance, and reporting — so the analytics and AI investments downstream actually pay off.
E-commerce has moved from a margin-rich category to one where unit economics decide who survives. SAZ helps DTC, B2B e-com, and marketplaces sharpen positioning, fix margins, and build the demand and retention programs that compound.
What e-commerce operators get from data systems.
A unified, governed data warehouse
Reliable pipelines and metric models
A governance and quality practice
Trusted reporting and analytics
What SAZ ships for e-commerce engagements.
Warehouse
BigQuery, Snowflake, Redshift, Databricks.
Pipelines
Fivetran, Airbyte, custom — picked for the case.
Modeling
dbt, semantic layer, and metric definitions.
Governance
Quality, lineage, and access controls.
How we extend this service for the industry.
Standard Data Systems delivery, calibrated for e-commerce workflows, economics, and compliance.
Unit Economics
Pricing, packaging, and cost-to-serve programs.
Demand Engine
Paid, organic, and influencer programs.
Lifecycle Marketing
Lifecycle and retention programs.
Site & Funnel
Site, funnel, and merchandising systems.
Data Systems for E-commerce — questions.
Engage SAZ for data systems in e-commerce.
Email info@Sedighi.ca or call (604) 632-4959. Senior partner response within one business day.