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Case StudySales OperationsCRM

AI Intake Assistant for Lead Processing

A B2B services company was losing deals to slow follow-up. Leads arrived via email, web forms, and phone—each with different data formats. SDRs spent hours copying information into Salesforce, creating duplicates, and missing qualification signals buried in freeform text.

Key Outcome

First-response time dropped from 4+ hours to under 15 minutes. CRM duplicate rate fell by 60%.

System Architecture

The Problem

The sales team received 200+ inquiries per week across three channels. Each channel captured different information in different formats:

  • Email inquiries had company info buried in signatures, not structured fields
  • Web forms captured basics, but "message" field was a wall of unstructured text
  • Phone call notes depended entirely on who answered—some reps captured everything, others captured nothing
  • Same person, different email = new duplicate record in Salesforce

SDRs spent the first 2 hours of every day copying data from inboxes to Salesforce. By the time they followed up, faster competitors had already responded.

What We Built

An AI intake agent that sits between inbound channels and Salesforce. Every inquiry—email, form submission, or call transcript—flows through the agent before touching the CRM.

Field Extraction
Pulls company name, contact info, role, and buying signals from unstructured text. Works on emails, form messages, and call transcripts.
Deduplication
Fuzzy matching on name, email, company, and phone. Merges records before they hit Salesforce, not after.
Smart Routing
Routes to the right rep based on territory, deal size signals, and product interest. Notifies via Slack with full context.
Auto Follow-up
When key info is missing (budget, timeline, decision-maker), sends a clarifying email automatically. Responses feed back into the record.

Results

Measured after 90 days in production:

Response Time

4+ hours → 15 min

Average time to first rep contact

CRM Quality

60% fewer duplicates

Duplicate records created per month

SDR Time

8+ hours/week saved

Per SDR on manual data entry

Conversion

+23% inquiry → meeting

Qualified meeting conversion rate

Is This for You?

This pattern works best when:

  • You receive 50+ inbound inquiries per week across multiple channels
  • Speed-to-lead matters competitively (professional services, SaaS, real estate)
  • Your CRM is a mess and you've given up on fixing it manually
  • SDRs complain about "admin work" taking time from selling

Dealing with similar problems?

We'll look at your current intake process and tell you whether an AI agent makes sense—or if there's a simpler fix.

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