Agentic AI for demand planning
Stop guessing your reorder points.
DPX is the supply chain brain running inside Claude. It reads your inventory, your marketing spend, and outside market signals, then tells you exactly what to reorder, what to liquidate, and where revenue is leaking. No dashboard. No seat licenses. Just answers, in the chat window you already have open.
No credit card. Read-only free tier. Works with Claude (including the free desktop app), Cursor, Windsurf, VS Code, and any MCP-compatible AI client.
This is what the Copilot hands back when you ask it a question, not a report you have to go dig for.
Illustrative output from a sample audit run on demo data. Connect your own store and these numbers become yours.
The problem
Most brands aren't losing money on marketing. They're losing it on inventory logic.
A stockout on your hero SKU doesn't just cost today's sale. It costs the customer who won't come back. A pallet of dead stock isn't just sitting there. It's cash you already spent, frozen, while your next production run waits on a loan.
The stockout trap
A 30-day velocity spike just ate your lead-time safety buffer on your hero SKU, and nobody told you. In three weeks that's not a low-stock warning. It's an "Out of Stock" button burning the ad spend that earned the sale.
The dead stock bleed
Thousands of dollars are sitting in a secondary warehouse node on items with 180+ days of supply. That's cash that should be funding your next production run, not gathering dust waiting for a clearance sale.
Multi-node mismatch
West Coast inventory is starving while East Coast sits idle. Nobody catches it in a spreadsheet. You catch it in a review that says the order never showed up.
The marketing blind spot
You're spending on ads for a SKU that's about to stock out. Nobody connects the two until the return on that spend quietly disappears.
What you get
A scannable operational risk matrix, not another chart to interpret.
| SKU | Class | Stockout ETA | Safety stock drift | Trapped capital | Action |
|---|---|---|---|---|---|
| DPX-SKU-014 | A / Z | 9 days | −22% | $0 | Draft PO, VENDOR-01 |
| DPX-SKU-031 | A / X | 27 days | −6% | $0 | Monitor weekly |
| DPX-SKU-007 | C / Z | no near-term risk | +140% | $8,420 | Liquidate / reallocate |
Inside the MCP server
15 demand-planning primitives, locked to what you've paid for.
Free shows you the damage. Workshop hands you the full diagnostic, forecasting, and marketing engine. Enterprise unlocks everything, including write access. The complete tool schema, every argument, every parameter, only unlocks in the console after you sign up.
3 tools
Read-only situational awareness.
13 tools
Adds analytics, forecasting, marketing, and revenue signals.
All 15 tools
Adds write-enabled execution. Nothing held back.
Pay to play
Access matches the depth of the problem you're solving.
- Stock levels across nodes
- Trailing sales velocity
- Purchase order status
- Runs on the sandbox catalog, live Shopify connection available
- No paid AI subscription required to try it: Claude's free desktop app connects via a simple config file
- Everything in Free
- The 47-Point Inventory Predictor playbook
- ABC/XYZ classification, safety stock, dead stock
- ARIMA / Prophet / AutoML forecasting
- Marketing performance and revenue-impact tools
- 30 days of hosted MCP access
- Two-day live implementation cohort, capped at 25
- Everything in Workshop, ongoing
- No 30-day cutoff
- Cancel anytime
Offered inside the workshop before your access lapses.
Workshop graduates continue on Pro at $197/month. Want the Shopify-native surface too? See the Platform.
- Dedicated MCP endpoint mapped to your ERP / multi-node setup
- Write-enabled tools, human-approved by default
- Weekly autonomous playbook runs
- Self-host inside your own infrastructure
FAQ
Before you ask.
What is MCP, and why not just a normal dashboard?
Model Context Protocol lets an LLM like Claude call live tools directly. There's no chart to build and no filter to configure. Claude generates the tables and summaries on the fly, and if you want it structured differently, you just ask.
Does this only work with Claude?
No. DPX is a standard MCP server. Works with Claude (including the free desktop app), Cursor, Windsurf, VS Code, and any MCP-compatible AI client. Same URL, same bearer token, any compliant client.
Do I need a paid Claude subscription?
Not to get started. Claude's free desktop app supports MCP connections via its config file. Free plan usage caps are the real limit: connecting is easy, but long multi-tool analysis runs are smoother on a paid Claude plan. Cursor, Windsurf, and VS Code connect with their own subscriptions and need no Claude plan at all.
Do I need to install any software?
No. You need Claude Desktop (or another MCP client) and the connection link your signup generates instantly. There is nothing to host, run, or maintain on your side.
Is my inventory data safe?
Free and Workshop tiers are read-only. Every tool input is a bounded, validated schema, every request requires a scoped bearer token, and write actions (PO drafts, reallocations) always default to a dry-run preview you approve before anything goes live.
What's the source of truth for inventory counts?
Whatever system you connect, Shopify, your ERP, or a warehouse feed, stays authoritative. DPX reads from it; it never silently overwrites a count. Any write action is human-in-the-loop by default via the dry-run flag until you trust the recommendation enough to automate it.
What forecasting models does DPX use?
An AutoML ensemble that evaluates an ARIMA-style exponential smoothing model, a Prophet-style seasonal decomposition, and linear regression in-sample, then picks whichever has the lowest WMAPE for your SKU. You can also force a specific model.
What happens after my 30 days of Workshop access?
Your link keeps working for 30 days. A few days before it lapses you'll get the option to continue on Pro, month to month, with the same tools you used in the workshop. Nothing is cancelled automatically without asking you first.
Can I self-host this instead of using your hosted tier?
Yes. DPX is a lean Next.js MCP server. Enterprise customers can run it on their own infrastructure with a direct ERP connection instead of our hosted endpoint.