Stack AI SolutionsStack AI Solutions
Retail · BIBA

A GenAI competitor-analysis product for BIBA

A generative-AI system that monitors competitor pricing, assortment, and positioning across channels — turning scattered market signals into merchandising decisions.

Outcomes
Multi-source
competitor data unified into one view
GenAI
synthesis of pricing & positioning
Faster
merchandising decisions vs. manual tracking
The challenge

BIBA's merchandising team needed a live read on how competitors were pricing and positioning across a fast-moving market — but the data was scattered across channels and impossible to track by hand at the cadence the business moved.

How we built it
  1. 01

    Map the signals

    Identified the competitor sources, channels, and attributes that actually drive merchandising decisions.

  2. 02

    Build the ingestion + synthesis layer

    Multi-source ingestion feeding a generative-AI layer that synthesizes pricing, assortment, and positioning into structured intelligence.

  3. 03

    Deliver decisions, not dashboards

    Surfaced the output as merchandising-ready intelligence the team could act on, not another raw data feed.

Capabilities used
Stack
  • GenAI / LLMs
  • Multi-source ingestion
  • RAG
Let's build

Let's build what's next — together.

Whether you have a brief or just an idea, we'll help you scope a path from concept to production — with compliance built in.

Schedule a discovery call