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A Conversational AI Sales Intake Agent for a Beverage Co-Packer

How a beverage co-packer replaced a multi-day manual triage process with a conversational AI agent that qualifies leads, assigns reps, and fires intro emails before the prospect closes the chat window.

Client
Wildpack Beverage
Industry
Manufacturing
Timeline
8–16 weeks
Headline result
Minutes
Minutes
Lead Routing (vs. Days)
Auto
Rep Assignment
Multi
Qualification Paths
Full
CRM Auto-Entry
About the Company

A beverage manufacturer and co-packer running a high-touch sales process on a low-tech intake system.

Wildpack Beverage is a beverage manufacturer and co-packer handling inbound inquiries from brands looking for production partners. The sales process at a co-packer is consultative by nature. Different prospects need different services, and each service line has its own qualification criteria, its own assigned reps, and its own context the rep needs before the first conversation.

The intake side of that process was the bottleneck. Inquiries came in through multiple channels and had to be triaged by a human before they could be routed anywhere useful.

The Problem

Manual triage took days, and prospects don't wait.

The intake process at Wildpack was structurally slow.

A human had to identify which service the prospect was inquiring about, then walk them through the qualification criteria specific to that service, then collect contact data, then route the qualified lead to the assigned rep with enough context to act on it.

By the time a rep received the lead, days had passed. Prospects who were ready to talk on Monday had often moved on by the time someone reached out on Thursday. Leads were falling through the cracks between intake and rep contact, and the firm had no way to know how many.

In co-packing, the lead is hot for about 48 hours. Anything longer than that and you're competing against whoever called them back faster. It doesn't matter how good your facility is if the prospect already signed somewhere else.

Co-Packing Sales Lead
The Solution

A conversational AI agent that qualifies, assigns, and emails before the chat closes.

CustomAI Studio built a conversational AI sales qualification and routing agent that handles the full intake process end to end.

The system identifies which service the prospect is inquiring about and routes the conversation into the matching qualification path. Each service line has its own qualification criteria built into the agent, so the prospect gets a conversation tailored to the service they actually need, not a generic intake form. The agent collects contact data as the conversation develops and confirms qualification before passing the lead forward.

Once a lead qualifies, the system handles the handoff automatically through webhook integration. The lead is entered into the CRM with full context from the conversation. The rep is assigned based on service line. An intro email goes out to the prospect before the conversation ends. By the time the assigned rep opens their inbox, the CRM record, the assignment, and the first touch are already in place.

The win isn't that the agent replaces the sales rep. It's that the rep starts the conversation already knowing what the prospect needs, what they qualified for, and that the intro is already in their inbox. The first call is the real call, not the qualification call.

Wildpack Sales Operations
The Impact

Lead routing measured in minutes instead of days, with full CRM context attached.

Wildpack now routes inbound leads in minutes instead of days. The manual triage step is gone, replaced by a system that runs the qualification, captures the data, makes the assignment, and sends the intro email in one continuous flow.

Sales reps receive leads with full CRM context and proper assignment. They no longer wait on someone else to identify the service, qualify the prospect, or pass along enough information to act. The intro email handles the first touch, so the rep's first conversation with the prospect is a real sales conversation, not a re-introduction.

No leads fall through the cracks between intake and rep contact. Every qualified inquiry ends up in the CRM with an assigned owner and a first touch already sent. The firm gets visibility into the full intake pipeline that didn't exist when triage was happening in someone's inbox.

Under the hood.

From form submit to AE inbox in minutes. The intake path runs a routing agent, a CRM write, a qualification check, and an intro-email agent before handoff — then a sales assistant agent stays on the lifecycle, fanning three recurring signals into the right follow-up action.

Workflow · 01 Sales intake & routing Wildpack Beverage × CAIS Rev 1.0 Inbound lead to first touch, done right — from form submit to AE inbox in minutes. Two agents and one decision sit between the marketing form and the seller’s inbox. Below, the lifecycle agent that keeps every lead warm until it’s booked, replied to, or replaced on the calendar. Staff / Source Event Trigger Agent (AI) Decision Outcome Stage A · Intake → First touch Critical path 00 Source Web Form 00 Inbound inquiry Lead form submitted on marketing site 01 Event Signal 01 New contact created Marked ‘Lead’ in HubSpot 02 Agent Routing 02 Identify & assign AE From lead form data & territory rules 03 Agent HubSpot 03 Write AE to record CRM updated with owner & context 04 Check Lead qualified? Validate NO Exception 04b Notify AE Manual review queue YES 05 Agent Sales Asst 05 Send intro email Books meeting on AE calendar 06 Outcome AE Inbox 06 Lead delivered CRM context + first touch sent Stage B · Ongoing lifecycle The Sales Assistant keeps watch. Three recurring signals route through a single agent that decides the right response and the right tool to call. 07 Triggers · recurring Time-based 07a Last contacted > 48 hrs & lead unresponded Inbound 07b Email received from contact marked ‘Lead’ Calendar 07c Calendar event cancelled by lead 08 Agent Sales Asst 08 Sales Assistant Agent Decides response & tool call from inbound context. HubSpot Gmail Calendar 09 Outcomes Email Agent 09a Follow-up email sent Attempting to schedule Email + Calendar 09b Reply sent · calendar updated Contextual response to lead reply Email + Calendar 09c Reschedule email sent New time proposed Critical path · agent-executed steps marked with hairline Wildpack × CAIS Sales Workflow Rev 1.0

Results.

  • Minutes — vs. days for lead routing
  • Full — CRM auto-entry on qualify
  • Auto — Rep assignment and intro emails
  • Multi — Service qualification paths
  • 1 — Replaced manual triage process

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