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Package: Outbound Calling System

AI outbound calling package for cold/warm outreach that qualifies leads, captures details, and routes outcomes (default: Supabase).

Written by Mohammed Sohaib Amin

What this package is

The Outbound Calling System is a productized service for cold outreach or warm outreach that:

  • Places outbound calls using an AI calling provider (VAPI or Retell)

  • Qualifies the lead based on your criteria

  • Captures lead details

  • Routes outcomes to the destination you want (default: Supabase)

This package is designed for businesses that want outbound calling performance without hiring and managing a large cold-calling team.

Provider options

  • VAPI

  • Retell

Default data destination

By default, this workflow uses Supabase to store:

  • Call outcomes (lead / non-lead)

  • Captured details

  • Logs needed for the workflow

Best for

  • Call-center style outbound outreach

  • Businesses that want to scale cold calling with an AI agent

  • Teams that want lead qualification + routing automatically

What’s included (baseline)

  • Call qualification logic

  • Lead detail capture

  • Outcome routing

  • Basic validation/testing

Lead qualification criteria (you control this)

You define what counts as a qualified lead (the “deal qualification criteria”).

What we need from you

  • Business context + offer

  • Who you’re calling (target audience)

  • Qualification criteria

  • Calling hours/limits and outreach style (cold/warm)

  • Lead list/source format

  • Desired routing destination (Supabase/CRM/ticketing/etc.)

Common add-ons

  • CRM integration

  • Multi-step follow-ups (email/SMS)

  • Lead routing rules

  • Calendar booking

  • Frontend/dashboard UI (optional)

Provider notes (limits, numbers, and setup complexity)

Concurrency (provider limits)

  • Providers have concurrent call limits.

  • As a reference, a setup may start around 20 concurrent calls (provider plan dependent).

  • You can increase concurrency by upgrading provider plans.

  • Enterprise provider plans can remove practical concurrency limits (plan dependent).

Phone numbers

  • You can connect numbers (e.g., Twilio) and/or provider-managed numbers depending on provider and plan.

  • Number import methods and call forwarding behavior can vary by provider and by how the number is imported.

VAPI vs Retell (high level)

  • VAPI: more powerful/flexible but can be more complex to set up (often higher setup effort).

  • Retell: easier to set up, but number import and forwarding behavior can be more finicky depending on import method.

If you tell us your constraints (numbers, forwarding needs, concurrency target), we’ll recommend the best provider/setup.

Workflows included (admin operations)

This package can include operational workflows such as:

  • Agent creation

  • Agent delete

  • Agent edit

  • Call monitoring (separate lead vs non-lead calls)

  • Number import/edit/integration workflows

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