Case Study: $500K Saved Annually

When a fast-growing online retailer came to us, they were processing 15,000 orders a month entirely by hand. Within a year of deploying custom AI automation, they cut processing time by 90% and saved over $500,000. Here's exactly how it happened.

The Client

A mid-sized e-commerce brand selling across three marketplaces and their own storefront. Revenue was climbing fast, but their operations team was buckling under the weight of manual order handling. Every sale meant a human checking inventory, validating payment details, and routing the order to the right fulfillment center.

The Challenge

At 15,000 orders a month, the math stopped working. A team of six spent their entire week on data entry and reconciliation. Mistakes were inevitable—mis-shipped products, duplicate orders, and inventory counts that drifted out of sync across channels. These errors cost thousands of dollars weekly in refunds, re-shipping, and lost customer trust. Worse, the team had no time left for the work that actually grows a business.

Our Approach

We started where we always do: a discovery call to map the real workflow, not the one on paper. We traced every order from checkout to delivery and flagged the exact points where humans were doing work a machine could do faster and more reliably. That audit became the blueprint for a phased rollout, so the business never had to pause operations.

The Solution

We deployed a set of custom AI agents that validate each incoming order, cross-check live inventory across all four sales channels, flag anomalies for human review, and route clean orders straight to fulfillment—automatically. The agents integrated directly with their existing CRM, payment processor, and warehouse system, so nothing had to be ripped out and replaced. Edge cases that needed a human still got one; everything else flowed through untouched.

The Results

Order processing time dropped by 90%. Error rates fell to near zero. The six-person operations team was redeployed to customer experience and supplier relationships—higher-value work that AI can't do. In total, the company saved more than $500,000 in the first year through reduced labor costs, fewer errors, and recovered revenue.

Key Takeaway

Automation didn't replace this team—it freed them. The biggest wins came not from cutting headcount but from pointing skilled people at problems that actually move the business forward. Curious what a similar audit would uncover in your operations? Book a free discovery call and we'll find your $500K.