ShelfSense
Assortment-planning workspace for testing SKU changes, delists, flowback, and scenario outcomes before shelf decisions go live.
What the product covers.
ShelfSense gives category teams a planning workspace for assortment decisions. Users can review must-carry recommendations, edit SKU status or ACV, run simulations, save scenarios, export reports, and estimate flowback/margin impacts using Snowflake-backed data and model-driven simulation services.
The decisions inside the build.
A concise account of the operating problem, the resulting system shape, and the technical decision that kept the work coherent.
Problem
Assortment decisions need a safe place to test delists, must-carry changes, ACV assumptions, and flowback effects before changes reach the shelf.
System shape
A Streamlit planning workspace connects Snowflake-backed assortment data with editable recommendations, saved scenarios, reports, and FastAPI simulation services.
Decision record
Scenario inputs and existing plan state stay visible together so planners can compare a proposed change with the latest known grid instead of editing in isolation.
What the contribution actually covered.
This is a private internal-workspace summary. Company data, models, formulas, users, and performance outcomes are not disclosed.
- 01
Assortment recommendation review and scenario editing surface.
- 02
Simulation, saved-scenario, and report-export workflows.
- 03
Integration between planning state, model outputs, and analytical data.
The working parts, without the theatre.
- 01Streamlit
- 02FastAPI
- 03Snowflake
This was a private engagement, so the public note is intentionally limited to the verified project scope.
This is a private internal-workspace summary. Company data, models, formulas, users, and performance outcomes are not disclosed.
No public destination published