Agent Army Verified listing

Agent Army builds specialized AI agents for CPG suppliers, aimed at the operational work that eats a Walmart team's week: monitoring sales, replenishment, deductions, inventory, merchandising, forecasting, compliance, and the documents that govern all of it. The agents watch continuously, surface what deserves attention, and hand it to a CPG analyst who confirms it before anyone acts on it. The company operates from Northwest Arkansas.

It exists because the reporting problem at a Walmart supplier is not a shortage of data. Sales pulled from Retail Link, replenishment pulled from Scintilla, finance pulled from the ERP, and the broker sent a fourth figure, so the meeting opens with an argument about whose number is right. Underneath that, the same weekly report gets rebuilt every week by someone whose title says analyst, or replenishment manager, or account lead, and the cost never lands in a budget because it is spread across people hired to do something else. The knowledge of which field to trust and which exception is noise lives in individual heads and in spreadsheets named after their author, and it does not survive a resignation.

The harder problem is timing. Most supplier reporting describes a week that is over. The out-of-stock already funded the competitor, the forecast already produced the charge, and the report arrives in time to explain the result rather than in time to move it. Agent Army's argument is that agents watching continuously change what reporting is for, because nobody has to remember to look. A phantom-inventory signal at the shelf, a replenishment gap, a compliance requirement that shifted, or a charge forming upstream of the remittance it will land on surfaces while the outcome can still change. Detection and alerting, with a human confirming before anything moves, rather than an agent given authority over a forecast.

The pricing is a position rather than a discount. Flat fee, no contingency percentage, no percentage-of-savings arrangement, no broker fee, and no capital expenditure. In deductions particularly, the prevailing model takes a share of money that was already yours, which pays a vendor in proportion to the size of the leak. A flat fee gets paid the same whether a charge is recovered or never happens. Nothing gets migrated either, so warehouses, spreadsheets, document stores, and whatever BI a team already built stay where they are.

Founder Cynthia Bonner spent two and a half years as a Strategic Pricing Category Analyst at Sam's Club, running elasticity modeling in Demand Tec, working Retail Link through Teradata, managing comp system reporting across more than 600 clubs, and serving as the club's liaison to Deloitte on the annual Member Savings Study. Then fifteen years on the supplier side, on Walmart business throughout: category management at Horizon Group USA, category and insights at Fruit of the Earth on the Walmart account, six years as Senior Director of Analytics at Legacy Retail Solutions, five as Chief Technology Officer at Traverse Group, and Walmart category advisor for tabletop at Gibson Homewares until she went full time on this in August 2025.

Agent Army is built for the 1P supplier selling Walmart direct, and specifically for teams where the analyst, the forecaster, and the person who answers the merchant are the same three people. Large suppliers already have BI functions and data engineers. Saying yes means the Monday report stops being something your team produces and starts being something that arrives, with the exceptions already found and a person who knows the category standing behind them.