Shelf intelligence. Markdown optimization. Supplier collaboration. One platform that transforms your shelf data into prescriptive, real-time action.
Every module shares the same SKU × Store × Time data layer — meaning your shelf data informs your markdown decisions, and your markdown data makes your supplier collaboration sharper.
Real-time out-of-stock detection, planogram compliance scoring, and share-of-shelf measurement — without a single piece of hardware.
Prescriptive markdown decisions — when, how much, and which stores — with full margin impact modeling before you pull the trigger.
Replace email chains and Excel files with a structured, model-backed collaboration workspace between you and your entire supplier ecosystem.
POS velocity models detect out-of-stock events within 30–60 minutes of occurrence. No cameras required. Alerts route directly to store manager and category manager simultaneously, with severity scoring based on revenue impact.
Every store gets a weekly planogram compliance score by category. The system identifies which deviations are costing real revenue versus cosmetic issues, so category managers prioritize fixing what matters.
Field reps photograph shelf sections; the AI model reads SKU placement, facing counts, and price tag accuracy in seconds. Data feeds back into the compliance model without manual entry.
By clustering similar stores and analyzing market basket patterns, andromix identifies SKUs that should be stocked based on local demand but aren't — surfaced as revenue-opportunity alerts.
The system continuously compares projected sell-through against deadlines. When a gap is detected, it fires a markdown recommendation with exact depth, stores, and expected margin impact — calculated before you decide.
LightGBM + LSTM ensemble model trained on 2+ years of POS history, incorporating weather, local events, seasonality, and price elasticity. Updated daily per store per SKU.
Real-time competitor pricing feeds from Profitero, Wiser, and Edge by Ascential are incorporated into demand forecasts. When a competitor moves, andromix recalculates your markdown recommendation automatically.
Every markdown recommendation closes the loop by comparing predicted sell-through to actual. This feedback signal trains better recommendations over time — the model gets smarter on your specific store network.
You control exactly what each supplier sees — their own SKU performance data, at chain-level or store-level. Zero competitor data exposure. Role-based access with full audit trails for compliance.
Before any promotion runs, both parties see the expected incremental lift, baseline impact, and ROI projection — trained on your actual historical promo data. No more thumb-in-the-air estimates.
JBPs live inside andromix as structured documents with real KPIs tracked in real time. Both sides see the same dashboard. No more annual PowerPoint reviews of stale data.
Velocity vs. plan, store by store, from day one. When a launch underperforms, both parties are alerted simultaneously with specific causal signals — not a generic "below plan" notification.
andromix connects directly to your existing POS, ERP, and planogram systems. No data migration. No manual uploads. A dedicated integrations engineer handles everything in week one.
In weeks 2–4, the models train on 2 years of your historical POS data — learning your seasonal patterns, price elasticity curves, promotional lift signatures, and store cluster dynamics.
From week 5, your category managers start receiving real-time OOS alerts, markdown recommendations with margin impact pre-calculated, and supplier collaboration invitations go out.
Measured across active andromix deployments, verified against customer baseline data.
Works with every major POS, ERP, planogram, and price intelligence system. Your team never touches the integration layer.
Designed for mid-market retailers. Every tier includes a 60-day paid pilot option with guaranteed ROI documentation before full commitment.
Alternative: Success Fee Model available — pay 8–12% of validated margin improvement only. Zero upfront risk.
Vaibhav spent years inside retail and CPG operations watching the same three failures repeat — shelves nobody knew were wrong, markdowns that arrived days too late, and supplier meetings where both sides were looking at different spreadsheets. andromix was built to close all three gaps in one platform, designed from day one for retailers who need precision without a team of fifty data scientists.
We'll run your last 12 months of POS data through andromix and hand you a shelf opportunity report — free, in 30 days, with every margin leak quantified.