CoreLine Automations
CoreLine Automations
Automation & AI Systems
← Back to Systems
Lead Gen · AI · Voice · Proposals · CRM

Lead Qualifier + Research + Voice Agent + Proposal Automation

End to end lead intake, AI scoring, research enrichment, follow up, and automatic proposal creation.

Tools in this system
MakeAirtableOpenAIHTTP/APIsText ParserJSONPandaDocGmailSlackVapi
Typical impact
Qualification time↓ ~80%
Proposal deliveryDays → Minutes
Response speedImmediate routing

Based on typical outcomes for comparable systems, not a guarantee.

The problem

Teams lose high intent leads because qualification is manual, slow, and inconsistent. Proposal turnaround takes days, and follow up is often late.

The system

A system built in Make that scores leads with AI, enriches them with research, routes outcomes, triggers follow ups, and generates PandaDoc proposals in minutes.

How it helps your business

Real improvements, not just automation

Here's exactly what changes for your business when this system is running.

Respond to every high intent lead in minutes instead of hours or days, before competitors even reply.

Stop guessing which leads are worth your time. AI scores and ranks them automatically so your team focuses only on real opportunities.

Eliminate the two or three day proposal bottleneck. Every qualified lead gets a branded, personalized proposal without touching a template.

Every lead interaction is logged in Airtable, which gives you a clean audit trail and data to improve your sales process over time.

Scale your lead volume without hiring more sales reps. The system handles qualification and outreach at any volume.

Who this is built for

Agencies, consultancies, and B2B service businesses that receive inbound leads and want to close faster without adding headcount.

Step by step

How the system works

A full walkthrough of every automated step, from the trigger through to the outcome.

  1. Step 1
    New lead enters Airtable (trigger)
  2. Step 2
    AI analyzes intent, urgency, and quality
  3. Step 3
    Text parsing converts AI output into structured fields
  4. Step 4
    HTTP enrichment: company/website/context signals
  5. Step 5
    Router splits qualified and unqualified flows
  6. Step 6
    Qualified: AI drafts proposal content
  7. Step 7
    JSON formatting prepares the fields the document needs
  8. Step 8
    PandaDoc generates proposal and returns a shareable link
  9. Step 9
    Slack/Gmail notifications fire instantly
  10. Step 10
    Optional: Vapi voice agent calls for verbal qualification
Quality standard

What makes this premium

This isn't a basic template. Here's what sets it apart.

Built with routing logic, clean data shaping, and Airtable records that are easy to audit.

Designed for scale: modular steps, reusable prompts, and clear fallbacks.

Outputs are ready for clients: structured qualification notes plus branded proposal documents.

Enrichment calls retry three times with exponential backoff, and leads the AI is unsure about get tagged for manual review instead of dropped.

Every run is visible in scenario logs, with a daily digest surfacing anything stuck or failed.

Real workflow

See it in action

This is the actual automation scenario, not a mockup.

Full Make.com scenario, from Airtable trigger through AI scoring, routing, PandaDoc proposal, and Vapi voice call

Full Make.com scenario, from Airtable trigger through AI scoring, routing, PandaDoc proposal, and Vapi voice call

Ready to deploy this system?

Let's build this for your business.

Book a strategy call. We scope the workflow, define outcomes, then build with clear delivery milestones.

CoreLine AI
Online
Hi there 👋 I'm CoreLine AI. Ask me anything about our automation systems, pricing, or how we can help your business.

Powered by CoreLine AI · Enter to send