Retail Product Recommendation & Upsell Bot

What the Retail Product Recommendation & Upsell Bot agent does

The Retail Product Recommendation & Upsell Bot agent is a Sentrul L3-tier AI worker designed for retail teams that need reliable, auditable automation without giving up human judgment on the decisions that matter. Retail Agent It executes these workflows end-to-end — pulling context from your connected systems, reasoning over policy, and producing structured outcomes that your operators can review, override, or approve.

Every run is captured in a governed trace so that compliance, security, and operations can see exactly which tools were called, which prompts were used, and which models produced the final output. $0.0180 typical cost per run in Sentrul-metered execution, with 8.0% of runs escalate to a reviewer under the default policy. The agent currently routes to fdry-grok-4-20 by default, with tier-based fallbacks configured per tenant.

Retail Product Recommendation & Upsell Bot is one of many agents inside the Retail department on Sentrul. You can browse the full agent library, review our security posture, or jump straight to pricing to pick a tier.

Domain metrics tracked

• resolution_time— surfaced on the agent's admin dashboard and in exported observability feeds.
• accuracy— surfaced on the agent's admin dashboard and in exported observability feeds.

How to deploy

Sentrul customers on an Essentials plan or higher can load Retail Product Recommendation & Upsell Bot into a department in one click. Configure its HITL policy, attach reusable skills, and wire it to the tools your team already uses. For enterprise onboarding, go straight to Enterprise checkout — and read the privacy and terms pages before onboarding.