Engineering a 24/7 Custom AI Sales Agent Tied Directly to Backend Inventory Databases
The Bottleneck
A retail and e-commerce furniture enterprise specialized in high-end, custom-sized pieces. Because the purchases were premium, buyers frequently asked highly specific, detailed questions before placing an order — inquiring about fabric stock, exact clearance dimensions, and delivery timelines. If a customer submitted an inquiry at 9 PM on a weekend, they wouldn't get a response until Monday morning. The company tried using standard rule-based customer support chatbots, but they failed because they couldn't access live stock levels or handle nuanced design descriptions.
The Custom Architecture
We engineered a specialized, autonomous AI sales agent built strictly around the company's real-time operational logic.
We did not rely on pre-built software plugins. We wrote custom endpoints that directly pull live data from the company's internal inventory database.
We built a custom matching model that interprets natural human phrasing — if a buyer types 'a dark wood modular sofa that fits a tight apartment layout,' the agent understands the architectural constraints and matches it to exact, real-time SKUs in stock.
The agent operates on a continuous, conversational loop: it answers the customer's technical question, verifies inventory availability, checks shipping schedules, and automatically serves a clean scheduling component or purchase link to capture the sale instantly.
The Operational Impact
The business unlocked complete 24/7 coverage with sub-two-second response times. High-intent buyers browsing the site late at night receive instant, completely accurate technical and stock details, entirely eliminating the weekend drop-off period. The custom agent successfully routes and qualifies 35% more off-hours leads directly into the sales pipeline without increasing support or administration overhead, converting traffic into revenue completely autonomously.
Ready to eliminate your bottleneck?
We'll audit your operations and build the exact system you need.
Book a Technical Audit →