Forward Deployed Engineers · Amazon Vendor & Seller

Engineers who put AI to work inside your Amazon business.

Selli embeds in your company, connects your Amazon accounts, suppliers and spreadsheets, then deploys AI agents that confirm, order, ship and claim on your behalf. You set the rules; a human approves every sensitive action.

  • Read-only audit
  • API access in your company’s name
  • One switch per agent
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Example

Amazon DE · 12 lines · 2 suppliers

  1. Mon 06:05 Picked upPurchase order received, picked up within 5 minutes — Agent
  2. 06:10 Routed9 lines to supplier A, 3 to supplier B — Agent
  3. 11:15 RepliedA: yes · B: 2 cartons instead of 3 — Supplier
  4. 11:20 AcknowledgedAcknowledgement sent to Amazon, quantity adjusted — Agent
  5. Wed 15:40 ShippedASN through the API · 12 cartons · labels — Agent
  6. Next Mon ShortageCarton reported missing: proof of delivery retrieved — Agent
  7. — DisputeFile ready before the deadline To approve
The life of a purchase order, as your agents see it Done by an agentYour decision
Marketplaces
9 countries
Amazon Europe marketplaces already connected: France, Germany, Italy, Spain, the Netherlands, Belgium, Poland, Sweden, the United Kingdom.
Mapping
157 pages
of Vendor Central mapped one by one: the data, its source, its priority.
Frequency
5 minutes
between two purchase order checks, day and night.
Audit
21 areas
measured in every audit, each figure with its source and date.

Measured on the multi-country Amazon Vendor account where our platform was born, and which it runs every day.

What we do, in one sentence

We deploy AI agents inside companies that sell on Amazon, so the whole chain — from purchase order to payout — runs on its own, under your control.

The problem

Amazon won’t remind you twice.

An Amazon account means dozens of tight deadlines, across several countries, with suppliers who don’t speak Vendor Central.

  • 24 hA purchase order must be acknowledged within 24 hours. Leave it unanswered and Amazon eventually closes it.
  • ASNA line delivered without an advance shipping notice (ASN) can be cancelled.
  • SHORTAGEA receiving discrepancy can only be disputed within a limited window, with proof of delivery.
  • COSTAn accepted cost decrease cannot be undone.
  • DEDUCTIONSDeductions — co-op, chargebacks, returns — land on your payouts, often with no one checking them.

Each slip costs little. Added up, they cost you a margin.

The FDE model

Not another tool. A team that makes it run.

Software gives you one more screen to watch. Your account needs someone who knows it: your vendor codes country by country, your suppliers and their habits, your margin and freight rules. That is the Forward Deployed Engineer model: an engineer who comes into your business, works on your real data and stays until AI does the work — then keeps running it.

Comparison: software, an agency, Selli
SoftwareAn agencySelli
Who does the workYou, inside the toolPeople, by handAI agents, deployed and run by our engineers
Your suppliersOutside the toolBy email, case by caseIn the loop: reply link, spreadsheet, email
When Amazon changes a pageYou wait for an updateThey adapt, by handThe agent stops instead of guessing; we fix it
Your accessWith the vendorSharedIn your name, in a vault of your own

The FDE model in detail

Who it’s for

1P

Amazon Vendor suppliers

You sell directly to Amazon (1P), in one or several countries. You receive purchase orders and fill them from your own stock or your suppliers’.

Amazon Vendor

3P

Amazon Seller merchants

You sell on the marketplace (3P), shipped by you, by Amazon or straight from your suppliers.

Amazon Seller

B2B

Importers, exporters and traders

You buy from suppliers in several countries and resell to platforms and buying groups. Your flows run through emails, spreadsheets and portals.

Let’s talk

What gets automated

From purchase order to payout, AI does the work.

Each agent has one precise job, its own switch and a clear limit. It acts within your rules; anything that can’t be undone waits for your approval.

  1. 01

    Purchase orders

    Checked continuously, routed to the right supplier, acknowledged on time.

  2. 02

    Supplier orders

    Sent in each supplier’s format (yes / no / quantity link, spreadsheet, email); replies and pro formas read automatically.

  3. 03

    Shipments

    Case packs checked, ASN sent through the API, carton labels ready.

  4. 04

    Receiving

    Every line received matched against what shipped; discrepancies surface on their own.

  5. 05

    Disputes

    Files built with proof of delivery, cases opened with Amazon and followed up.

  6. 06

    Inventory

    Feed sent to Amazon daily, held back if a figure looks wrong.

  7. 07

    Prices and costs

    No cost changed without your written approval; costs removed by Amazon flagged.

  8. 08

    Money

    Invoices, payouts and deductions reviewed every day.

  9. 09

    Account

    Vendor Central session monitored; before acting, each agent checks it is on your account.

The method

Four steps, in this order.

  1. Step 01

    Audit and action plan

    We measure your entire account, read-only: what works, what leaks money, what nobody tracks. You get a costed plan, every gain stated with its assumption.

  2. Step 02

    API and EDI integration

    Amazon access (SP-API) in your company’s name, EDI feeds, Vendor or Seller Central, mailboxes, suppliers. Your keys stay in a vault of your own.

  3. Step 03

    Agent deployment

    One agent at a time. First simulated on your real purchase orders, then a one-week dry run where it logs what it would have done, then live once you agree.

  4. Step 04

    Ongoing operations

    The agents run, our engineers watch them. Targeted alerts, a daily summary, and the action plan reviewed every month: planned versus delivered.

See the method in detail

Control

AI does the work. You keep the final say.

Lowering a cost, accepting an agreement, disputing a chargeback: these actions commit your money, sometimes for good. Our agents prepare them — wording, documents, deadline, direct link — and a person approves them. Everything else follows the rules you’ve written with us.

  • Read-only by default
  • One switch per agent
  • Switching an agent off puts things back exactly as they were

Security and data

In preparation

Amazon first. Then all your platforms.

The same method extends to the other channels of cross-border trade: Faire, Ankorstore, B2B marketplaces, buying groups. Same foundation, same rules: your access, your suppliers, your approvals.

  • Amazon Vendor
  • Amazon Seller
  • Faire
  • Ankorstore
  • B2B marketplaces
  • Buying groups
FromSelli · FDE
ToYour Amazon account

Start with the truth about your account.

A full read-only audit and a costed action plan. Then you decide.