Platform

One agent, and the systems it reads and writes

The shape of it

The platform is one agent and three places it works. Roy is ROIAI One's AI agent for retailer deductions: it reviews every deduction that hits your account, builds the evidence that proves it invalid, drafts the retailer-specific dispute, and files it. It reaches the records that decide a case in your ERP, in the mailboxes where retailer notices land, and in the retailer portals themselves. It reads broadly and writes narrowly, and ROIAI One's own analysts review and release what it prepares.

The work

What Roy does with a deduction

Roy works a deduction in four steps: detect it, pull the evidence, build the dispute packet, and submit it. Done by hand, every deduction is worked one at a time, a different portal, reason code, and evidence pack for each retailer, and most never get filed before the retailer’s window expires.

  1. Detect the deduction

    Roy monitors every retailer deduction as it lands, classifies the reason code, and flags the ones worth disputing.

  2. Pull the evidence

    Roy matches each chargeback against your invoices, bills of lading, and proof of delivery, assembling the documentation that proves the deduction is invalid.

  3. Build the dispute packet

    Roy writes the retailer-specific dispute, formatted to that retailer's reason codes and evidence rules, ready for review.

  4. Submit and track

    Packets are filed to the retailer portal or emailed to the right contact, and tracked until the money comes back.

The surfaces

Where Roy works, and what it does there

Roy reads broadly and writes narrowly. An ERP connection is not the only way in: chargebacks arrive by retailer portal, by email, and by EDI, and Roy works from those channels too.

The three surfaces the ROIAI One platform works across, what Roy reads on each, and what Roy writes on each.
SurfaceWhat Roy reads thereWhat Roy writes there
Your ERPThe records that decide a deduction: the purchase order and its EDI order record, the invoice, the bill of lading and proof of delivery, the remittance advice, and the chargeback notice itself. They support the three-way match of purchase order to invoice to proof of delivery, on quantity, price, and shipment.Roy creates the chargeback case, records its outcome, and sets the action code on that claim. For customers who buy order entry, Roy also writes purchase orders, which includes incrementing your ERP's own order control-number sequence. Those functions are the only ones that write, and none of them deletes anything.
The mailbox where retailer notices landThe retailer's own deduction notice and the remittance that carried it, which is where the authoritative reason for a charge lives.Where a retailer takes disputes by email, the finished packet is emailed to the right contact rather than filed to a portal.
Your retailer portalsDeductions that arrive by portal and never touch your ERP. Roy reaches those portals as well, so a charge your system never sees is still classified and still disputed.The finished dispute packet, filed the way that retailer accepts filings. Each retailer takes disputes its own way, and filing through the wrong channel means the dispute is never seen.

The outer boundary is the permission set your IT team grants the login. Scope that login read-only and none of it can write. There is no data migration, no rip-and-replace, and no change to how your AR team works.

The review layer

Who checks what gets filed

Roy reviews each deduction, assembles the evidence and prepares the dispute, and ROI-AI’s own analysts review and release it. That review is selective and exception-based, and the scope Roy handles grows as accuracy is established reason code by reason code. This is our AI-native Service-as-a-Software model: the review burden is ours, not yours.

Nothing lands in your queue and nothing waits on your approval.

Roy is also not always a yes. Where the evidence says the charge is valid, Roy says so, and where our published guidance does not yet cover a retailer’s specific rule or window, we say so rather than guess. The security and access overview covers how that access is scoped in practice.

See it against your own deductions

The platform is easier to judge on your own book than in the abstract. We look at your deduction history and tell you what is worth recovering.