What STAT is, and does well
STAT is a real player in retail deduction recovery. Conceded honestly:
- It is PE-backed. Cambridge Capital made a majority investment in STAT Recovery in 2024 (PE Hub).
The category difference: a provider you hand deductions to, or a digital employee
STAT is publicly described as an invoice audit software provider for retail suppliers (PE Hub). Roy is a digital employee. It does not sit alongside your deduction analyst as another tool or another vendor to manage; it does the analyst's work, in your systems, on your retailers, under your direction.
That is a category distinction rather than a feature comparison. The question is not which product has which capability this quarter. It is whether you are buying software and services to run, or headcount that shows up as software.
Department-store and off-price retailer coverage
ROIAI One is built for the retailers your deduction book actually posts against: Bealls, Burlington, Dollar General, Kohl's and TJX. Retailer coverage is the first question to ask any vendor in this category, including us.
ERP-native intelligence, not portal-only
ROIAI One's depth comes from the ERP: reason-code and allowance intelligence on AMT ERP that reasons over the actual order, ship window, and buyer email, catching the buyer-email waiver and the root cause.
You own the capability
With ROIAI One you are buying the capability itself: an ERP-native analyst that runs inside your own systems, covers the retailers we support (Bealls, Burlington, Dollar General, Kohl's and TJX), and does root-cause analysis so you can see which vendor, warehouse, or area is bleeding, not just what was clawed back this cycle.
ROIAI One vs STAT, side by side
| Dimension | STAT | ROIAI One (Roy) |
|---|---|---|
| Publicly stated retailer coverage | Retail suppliers | Bealls, Burlington, Dollar General, Kohl's and TJX |
| Delivery model | Deduction-recovery provider | AI analyst ("Roy") plus our analysts, portal or email intake |
| ERP integration | Ask the vendor | ERP-native (AMT ERP) reason-code and allowance intelligence; catches the buyer-email waiver a portal-only view misses |
| Evidence depth | Ask the vendor | Reasons over the actual order, ship window, and buyer email |
| Root cause | Ask the vendor | Root-cause analysis (which vendor/warehouse/area is bleeding) |
| Pricing structure | Ask the vendor | See the pricing page |
When STAT is the right choice
If you want a PE-backed deduction-recovery provider and an ERP-native analyst is not what you are looking for, STAT is a real option (PE Hub).
Why wholesalers choose ROIAI One
ROIAI One is an ERP-native AI analyst built for the retailers you actually sell, that disputes what is wrong and tells you the root cause behind it.
Frequently asked questions
What retailers does ROIAI One cover compared with STAT Recovery Services? ROIAI One covers Bealls, Burlington, Dollar General, Kohl's and TJX. The full list is on the retailers page. Confirm retailer coverage directly with any vendor you evaluate, including us.
Is STAT Recovery PE-backed? Yes. Cambridge Capital made a majority investment in 2024 (PE Hub).
What makes ROIAI One different from a recovery provider? ROIAI One is ERP-native software you run: Roy reasons over your actual order, ship window, allowance terms, and buyer email inside AMT ERP, and does root-cause analysis alongside recovery so you can see where the leakage originates.
Compare the other options in the Comparison Library: ROIAI One vs SPS/SupplyPike and ROIAI One vs manual and in-house. See coverage on the retailers page and the codes Roy models in the reason-code library.