Pre-trained agents to fix any failure.
Not a fixed list of use cases.
D2C & Marketplaces
Find and fix your fulfillment failures before the customer complains.
CHALLENGE
Orders that fail upstream and surface as cancellations, claims you cannot tell apart from fraud, sellers who quietly damage your ratings, and splits the customer reads as a broken promise.
Find it
Our agents handle data integration and model tuning, backed by our forward-deployed teams, then cut thousands of signals to the failures that matter.
Every failure surfaced from your data, not just the loud ones.
Prove it
The agent assembles evidence for one failure across systems that never agree, puts a dollar value on it, and shows its reasoning with linked sources.
The cause, the cost, and the reasoning behind both.
Fix it
A finding isn't a fix. The agent takes corrective action inside your existing tools, so the solution is autonomous instead of arriving as another report.
The corrective actions, running in your own systems.
At-risk order recovery
Repeat orders go wrong upstream, weeks before delivery. Every order is backward-scheduled from the live cutoff so the failing step is caught in time. Measured on cancellations.
Claims and delivered-not-received
Claims are separated by the timing of the carrier scan, the notification and the claim, telling real loss, carrier failure and serial claimants apart. Measured on claims dollars.
Seller and vendor fraud
Each seller is scored against its own category baseline on complaints, returns and order velocity, and a fraud evidence pack ships with the warning. Measured on fraud loss.
Split-shipment prevention
Customers read a partial delivery as a broken promise. Each split is traced to the inventory position and logic behind it, so the rule is fixed. Measured on split rate.

