Founders, controllers, fractional CFOs, and ops leads need a channel-by-channel P&L that finance and operations can both trust.
How NeonPanel works
The operational resolution ladder
Every NeonPanel customer climbs the same four altitudes — Foundation, Resolution, Anticipation, Augmentation. Each step buys a sharper view of the operation, and each step rests on the ones beneath it.
- Foundation
- Resolution
- Anticipation
- Augmentation
Trusted by 200+ ecommerce teams
Altitude 01 · Foundation
Use when
What changes
- Foundation
- Resolution
- Anticipation
- Augmentation
A real, multi-channel P&L on day one
Foundation is the first altitude because every higher layer needs books the team can defend. The day-one outcome is concrete: every settlement, fee, refund, currency conversion, and base COGS reconciled into QuickBooks or Xero with no manual modelling.
Amazon, Shopify, TikTok, and the bookkeeping ledger start agreeing about the same numbers in the same currency, on the same day.
The module is Accounting Automation, included from Essentials upward. Treat Foundation as the floor of the operating system, not an upgrade.
Quick fact. Foundation activates on day one — no manual COGS modelling required to see a real channel-by-channel P&L.
Altitude 02 · Resolution
Essentials
Professional
- Foundation
- Resolution
- Anticipation
- Augmentation
Physical legibility for the operation finance has to defend
Resolution is the altitude where COGS and inventory stop being two conversations. Teams climb here when average landed cost is no longer a fair description of what each unit cost to put on the shelf.
Market-level inventory truth on PO-level landed cost averages, fast to activate and clear about its resolution.
Shipment-level economics: true FIFO at the batch, in-transit states, Transit Account treatment, and audit-ready 3PL alignment.
The module is Inventory Management, with the depth chosen at the plan level. Resolution sharpens the financial picture Foundation delivered.
Quick fact. Essentials honours PO-level averages; Professional decomposes the same numbers down to the shipment, the in-transit state, and the batch.
Altitude 03 · Anticipation
Signals you are here
What changes
Requirement
- Foundation
- Resolution
- Anticipation
- Augmentation
Forward time, on real numbers instead of estimates
Anticipation is the altitude where the operation stops reacting and starts planning. Reorder points, sales velocity, lead-time variance, stockout risk, and overstock liquidation become budget conversations grounded in the same numbers that close the books.
Reactive replenishment is absorbing too much margin, time, or planning attention.
Planning moves from estimated averages to real FIFO batch costs, velocity, and lead-time variance.
Inventory Management must be active; shipment-level planning requires Professional.
The module is Forecasting & Replenishment, priced at $99 per month for 10,000 orders. It rests on Foundation and Resolution so forecasts are not built on estimates.
Quick fact. Forecasting & Replenishment plans against the same FIFO batch costs and shipment timelines that close the books — one number, used twice.
Altitude 04 · Augmentation
Use when
Three surfaces
- Foundation
- Resolution
- Anticipation
- Augmentation
AI-native operations on the ledger you already trust
Augmentation is the altitude where the operating system stops being read-only for humans. NeonPanel MCP exposes the same ledger to any AI you bring — Claude, Cursor, Codex, custom agents — for both read and write.
Technically curious founders, agencies, and multi-brand operators want AI to reason over real settlements, COGS, and shipment state.
MCP serves AI IDEs and custom agents, NeonaSphera structures agent workflows, and Viktor brings answers into Slack and Teams.
NeonPanel MCP is $79 per month flat, company-wide. Augmentation is strongest when every altitude beneath it is already producing reconciled, batch-level data.
Quick fact. The same MCP that powers Claude or Cursor sessions powers Viktor in Slack and the structured agents shipped through NeonaSphera — one substrate, three surfaces.
Compose your stack
Your altitude is not your plan tier
Your altitude is the resolution your operation needs today. Compose what fits, step up when the bottleneck moves — the modules layer in any order the business actually requires.
Foundation
Founder-led brand, books first
A multi-channel P&L the founder and bookkeeper agree on, before anything else gets ambitious.
Accounting Automation →Foundation + Resolution
Lean Operator
Real channel P&L plus shipment-level inventory truth — the kit that turns a small ops team into a defensible one.
Lean Operator path →Foundation + Resolution + Anticipation
Operational Colleague
Forecasting and replenishment running on real FIFO batch costs — the planning function the spreadsheet was always pretending to be.
Operational Colleague path →Foundation + Augmentation
CMO Moat
Brand Analytics, search performance, and SKU economics surfaced to the AI tools your marketing team already uses.
CMO Moat path →Foundation + Resolution + Augmentation
Operations in Chat
Slack and Teams answers about live channel performance, COGS, and shipment state — the same numbers the books are closed on.
Operations in Chat path →All four altitudes
UI-less Enterprise
Agents reading and writing across the full ledger — replenishment, accounting hooks, operational execution — on a stack the team can audit.
UI-less Enterprise path →
The agent stack
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.
For developers
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.
Climbing the ladder — common questions
No — but every altitude rests on the ones beneath it, and skipping a step changes what you're measuring against. You can buy NeonPanel MCP without Forecasting & Replenishment, but the AI will reason against estimates instead of FIFO batch economics. Most teams climb Foundation first because nothing higher up reads true without it.
Both options live inside Inventory Management. Essentials gives market-level inventory truth on PO-level landed cost averages — fast to activate, honest about its resolution. Professional adds shipment tracking, in-transit states, Transit Account treatment, and shipment-level FIFO economics — the depth audit and finance teams ask for once the operation gets large enough that averages stop telling the truth.
You can, and some technical teams do — NeonPanel MCP is a standalone $79/month add-on. The trade-off is honest: AI on top of estimated averages is AI on top of estimates. The full Augmentation story — agents reasoning over real settlements, true FIFO COGS, and shipment-level inventory — only lands when Foundation and Resolution are in place underneath.
Foundation activates on day one, the moment the channels connect — that is the speed-to-value the platform is built around. Resolution lands as PO and shipment data flows in, typically within the first close cycle. Anticipation needs a few weeks of clean velocity data to forecast against. Augmentation is immediate once NeonPanel MCP is enabled — the data is already there, the AI just gets a structured way to ask.
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.