Retail: Data Model Guide

Answer first: Retail: Data Model Guide — a practical field guide from Shriram IT Ventures for engineering and product leads who need decisions, not decks.

Context & who this is for

Prefer boring technology where the risk is operational, and reserve novelty for the actual product wedge.

Architecture decisions that age well

Instrument the happy path and the exception path — silent failures are what turn launches into fire drills.

Implementation checklist

Ship a thin vertical slice, measure, then widen. Big-bang rewrites rarely survive contact with production.

Failure modes we see in the wild

Teams that document trade-offs before coding waste fewer sprints when requirements shift mid-build.

Measurement & rollout

Instrument the happy path and the exception path — silent failures are what turn launches into fire drills.

Updated regularly as delivery patterns change.