NoLimitz AI/Consultant Portal/Acme Retail Group
👤 Sarah Chen
SC

Discovery Sessions

Session 1 — LEARN Discovery · May 20, 2026 · Attendees: Mark Halton, Patricia Owens, Linda Torres

Drilled Opportunities (3 of 9)

Deep-dive discovery completed for the 3 highest-priority preliminary opportunities

AI-Powered Inventory Forecasting
Productivity
$2.4M annually
CURRENT STATE & METRICS
$4.2M annual excess carrying costs. 67% forecast accuracy. 3 FTEs spending 2 days/week on manual models.
FUTURE STATE VISION
Accuracy to 90%+. Eliminate manual process. Carrying cost reduction of 15–20%.
CONFIRMED BUSINESS IMPACT
Linda confirmed this is their #1 operational pain. CFO confirmed the $4.2M carrying cost figure.
URGENCY / STAKE
Peak season is Q4 — if they don't fix this before September, they face another bad holiday inventory miss.
KPI IMPACT
Forecast accuracy: 67% → 93% | Carrying costs: −18% | Stockout rate: −42%
Personalized Product Recommendations
Customer Engagement
$1.8M annually in revenue lift
Predictive Customer Churn Prevention
Growth
$2.1M annually in retained revenue