Inventory management analytics
SKU- and batch-level analytics and predictive signals on live multi-channel data — ops, planning, and finance share one source of truth
Unified system
- Accounting
- Inventory
- Forecasting
- AI access
Trusted by 200+ ecommerce teams
Why Choose NeonPanel for Inventory Analytics
Inventory optimization analytics belongs on one row: shelf position, landed cost, and sell-through. NeonPanel ranks SKUs by turnover, contribution margin, and days-of-cover so capital at risk is visible before discounts or POs — one ledger ops and finance both defend.
vs spreadsheet-driven inventory and sales reporting workflows.
on true FIFO batch costs (5 Stars United, ~$30M ARR).
on month-end accounting backed by the same ledger.
Immutable batch and movement history for every product.
Margin-aware velocity
Sales velocity (7/30/90-day windows) paired with margin-after-fees, so a fast mover is never mistaken for a profitable one.
True FIFO inventory turnover
Inventory turnover and days-of-cover are computed on the actual batches that filled the bin, not blended averages.
Live overstock register
An automation surfaces overstock and stockout candidates against forward demand, before storage fees compound.
Inventory Management for Predictive Analytics
Predictive inventory needs batch-level cost, clean multi-channel history, and lead-time-aware demand. NeonPanel combines them into per-SKU forward curves with confidence bands you can inspect before a PO.
Reorder quantity
Suggested buys tuned to your service-level target and inbound timing.
Stockout risk
Weekly risk scores per SKU with the velocity and lead-time inputs surfaced.
Overstock candidates
Slow movers flagged early so storage fees do not compound quietly.
Outputs link to batches and assumptions. Drill the math, then route approvals in Forecasting & Replenishment.
How Amazon Inventory Analytics Works
Amazon inventory analytics starts when FBA, AWD, reserved, inbound, and unfulfillable stock reconcile per ASIN and marketplace. Fees, ads, refunds, and returns then sit on the same contribution-margin row.
SP-API pulls settlements, inbound shipments, FBA returns, AWD transfers, and removals on a steady cadence.
Each unit ties to a batch with landed cost and posts the matching journals to QuickBooks or Xero.
Inventory turnover analytics tools surface days-of-cover, velocity, and stockout risk per ASIN with sane thresholds.
Reorder, allocation, and removal recommendations show cash impact before anyone approves the move.
Your Live Analytics View
Turnover, velocity, landed cost, and forward demand on one screen — refreshed continuously, not on a weekly export cycle.
Inventory Analytics in Supply Chain
Supply chain analytics should read purchasing, receiving, in-transit, FBA inbound, AWD, and fulfillment as one timeline per SKU, with capital by stage, arrivals, allocations, and cash impact in one view.
Sync cadence
BeforeManual, daily or worse
With NeonPanelContinuous, channel-by-channel2
Cost basis
BeforeAverage cost, often stale
With NeonPanelTrue FIFO at the batch level3
Forecast horizon
BeforeSingle-point estimate
With NeonPanelProbabilistic bands1
Reorder math
BeforeRe-keyed each Monday
With NeonPanelAuto vs service-level targets
Audit trail
BeforeTribal knowledge
With NeonPanelImmutable batch history
- Forecast benchmarks reference NeonPanel cohorts at roughly $1M–$50M annual GMV; results vary by category and channel mix.
- Sync cadence depends on each channel's API; median observed latency is under five minutes per channel.
- FIFO COGS assumes batch-level landed costs at receipt; see Inventory Management for setup.
Where Inventory Analytics Connects
Inventory analytics is one altitude in NeonPanel's operating stack. Each link below opens the next layer of the same ledger.
Inventory Management →
The module that powers every chart on this page — multi-channel stock and batch-level landed cost.
Forecasting & Replenishment →
Demand-side planning add-on. Reorder math, lead-time variance, stockout risk on real Foundation data.
Amazon Analytics Tools →
Brand Analytics, SQP purchase share, unit economics — the marketplace-side analytics hub.
Shopify Analytics Tools →
Customer cohorts, checkout funnel, profit per collection on real Shopify orders.
How NeonPanel Works →
The four-altitude operating stack — Foundation, Resolution, Anticipation, Augmentation.
Pricing & Plans →
Essentials, Professional, and the Forecasting and MCP add-ons. Model your spend with the estimator.
Three channels for the same instrument layer
NeonPanel's structured ledger, batch-level COGS, and shipment-level inventory are exposed to your AI through three channels. Pick the one that matches how your team works.
Direct MCP
Build custom agents in Cursor, Claude Code, or your own stack against the NeonPanel MCP server.
Set up MCP → For analysts & operatorsClaude plugin
Connect NeonPanel to Claude Desktop in one click and ask questions about your real data in plain language.
Connect Claude → For founders & teamsViktor in Slack
Ask Viktor for FBA replenishment, profitability, and forecasting answers without leaving Slack.
Meet Viktor →Recommendations land on real FIFO batch costs, not industry averages.
Frequently Asked Questions
It tightens the link between sell-through, in-transit stock, and what must ship next. NeonPanel reconciles FBA, AWD, and 3PL continuously, scores ASINs for stockout and overstock risk, and shows cash impact before reorder approval — so logistics runs on a current position, not stale exports.
It cuts manual settlement classification, batch landed-cost allocation, and spreadsheet shipment plans. NeonPanel ingests inbound data, applies true FIFO COGS as inventory lands, and drives replenishment with lead-time variance and marketplace fees in the model — planning time back for ops, defensible journals for finance on the same ledger.
It merges demand, lead time, and on-hand into one forward view per SKU. NeonPanel surfaces stockout risk early and flags overstock before storage fees stack. Recommendations trace to velocity, lead time, and batches so finance can sign off on quantity and timing.
The useful stack is threefold: current multi-channel position, true FIFO landed cost, and a forecast that respects lead-time variance. NeonPanel delivers all three, plus MCP so agents read the same figures as planners — logistics and finance align on one dataset.
Inventory and accounting share one ledger: batch movements drive COGS, settlements post to QuickBooks or Xero, and reorders show cash impact before approval. Turnover, contribution margin, and days-of-cover sit on one product row so ops and finance answer the same question with the same number.
Bring NeonPanel into your stack
14-day free trial. No credit card. Dedicated onboarding on every plan — we set up your batches, your ledger, and your channels with you.
Join 200+ ecommerce teams who trust NeonPanel for their financial close.