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How do you add an AI assistant to an outbound workflow?

Add an AI assistant to an outbound workflow one step at a time, starting with work that is slow but low risk: account research, finding leads and first drafts. Keep the judgement calls with the rep, such as who to contact, what to promise and when to send. Connect the mailbox and the CRM so drafts and updates land where the team already works.

The short answer

Key takeaways

  • Hand over research, lead finding and first drafts before anything that sends.
  • Reps keep account choice, final wording, pricing and objection handling.
  • Connect the mailbox and CRM first, or the assistant's work ends up copied by hand.
  • Pilot with one rep and one segment before rolling out to the team.
  • Choose the execution mode per person and review it as trust grows.

Which outbound steps should you hand to an AI assistant first

Hand an AI assistant the outbound steps that take time but carry little risk: researching accounts, finding the right people and writing first drafts. A mistake in any of them is caught before a buyer sees it.

Leave anything that reaches the buyer directly until later. Sending, replying and changing deal data are worth handing over only once the earlier steps are reliably right.

What should stay with the rep

The rep should keep every decision that needs judgement about a relationship. That means choosing which accounts matter this week, editing the final wording, deciding when to send, and anything involving price, discounts or a competitor.

Replies to objections stay human too. An assistant can suggest an answer, but the rep knows whether this buyer wants detail or a phone call.

How do the mailbox and CRM connect during AI sales assistant setup

The mailbox and CRM connect once, in settings, and then everything the assistant produces lands in them. In Pebbles Ai, a rep connects Gmail or Outlook so generated emails are saved as drafts in their own mailbox, ready to edit and send.

Contacts and deals live in the Pebbles Ai CRM (labelled Beta), or in Attio or Pipedrive connected from the MCP catalogue. Sales engagement tools such as Outreach, lemlist and Amplemarket are in the catalogue too, which may change, so the assistant can work with the tools the team already uses.

How do you add AI to a sales process without disrupting it

Add AI to a sales process without disruption by piloting with one rep and one segment for a few weeks. Compare the drafts and research with what the rep would have produced, write down what needed fixing, and turn that into instructions for everyone.

Change one step at a time. If research, drafting and CRM updates all change in the same week, nobody can tell which change caused a problem.

What does an outbound workflow with AI look like day to day

Day to day, an outbound workflow with AI turns the rep into an editor. In an illustrative morning, the rep asks the assistant for leads at five target companies, reads a short research note on each, edits the drafts waiting in Gmail and sends the ones that are right.

After replies come in, the rep asks the assistant to update the contacts and create follow-up tasks. LinkedIn messages are drafted for the rep to send personally.

Step by step

How to add an AI assistant to outbound, step by step

Run the steps with one rep first, then the team.

  1. Map your current outbound steps and mark each one as research, writing, data entry or judgement.
  2. Connect the rep's Gmail or Outlook mailbox and the CRM the team uses.
  3. Fill in Company Intel so the assistant writes from your offer and brand voice.
  4. Hand over research and lead finding first, and check the output for a week.
  5. Add first drafts next, saved to the mailbox for the rep to edit and send.
  6. Choose the execution mode for each rep and revisit it once the output is reliable.
From answer to product

Where Pebbles Ai fits

Clear answers

Common questions

Will the assistant send emails on its own?

That depends on the execution mode. In Manual every send waits for approval, in Plan it is queued, and in Auto it runs without asking; template send to a segment always asks.

Do I need to replace my sales engagement tool?

No. Keep sequences where they run today; the assistant handles research, leads and drafts, and several sales engagement tools are in the Pebbles Ai MCP catalogue.

Can the assistant send LinkedIn messages?

No. It drafts LinkedIn messages for the rep to send personally.

What should a rep check in an AI draft?

Facts about the buyer, any claim about your product, and whether the ask fits where the conversation is. Tone comes next.

About this page. Written by the Pebbles Ai team for people who run sales, marketing and growth. Last updated .

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