Consulting Service
AI & Intelligent Systems
The demand forecast looks brilliant in the demo. The store still stockouts the promoted SKU.
Full path: Home, Industries, Retail & Commerce, AI & Intelligent Systems
Consulting Service
The demand forecast looks brilliant in the demo. The store still stockouts the promoted SKU.
target reduction in forecast-driven oversell exceptions on pilot categories
governed data spine connecting models to POS, OMS, and fulfillment truth
Retail AI is not a chatbot on the corporate site. It is demand signals, exception triage, and assistive decisions wired into how stores and fulfillment actually run.
We identify where bad forecasts, slow substitutions, or manual triage cost margin, and scope AI to that decision loop.
Sell-through, promotions, allocations, and fulfillment events feed models, not stale exports from last week's close.
Recommendations surface inside existing tools with human review where margin and customer trust require it.
Oversell rate, substitution time, and exception volume, not model accuracy alone.
Logging, access controls, and rollback paths so AI does not become another shadow system.
We build on AWS, Microsoft Azure, SAP, Stripe, and OpenAI for retail operators that need store, e-commerce, fulfillment, and finance to agree in real time, not another channel dashboard merchandising ignores.