What is an AI SDR, really?

Start with the job, then the label

SDR means sales development representative. BDR, or business development representative, often describes a similar prospecting role. Vendors use AI SDR, AI BDR, AI sales agent, and autonomous outbound in overlapping ways. The label alone does not tell you which work is automated.

A writing assistant may produce a first email while leaving list building and follow-ups to you. A sequencer may send messages on a schedule while you supply the research. An autonomous outbound platform aims to connect those jobs into a running process.

Look for the complete handoff

Follow a single prospect through the system. Can you see why the company fits, what the message claims, what happens after no reply, and how your team receives an interested response? Gaps between those steps become manual work.

A useful evaluation tracks one audience all the way to a conversation, rather than judging isolated features.

• Audience: who qualifies, and who must be excluded?
• Research: what supports the proposed outreach angle?
• Copy: does the message connect your offer to a real need?
• Cadence: when do follow-ups run, and what stops them?
• Handoff: who owns an interested reply?

Automation still needs a good brief

Give the system a specific offer, a focused buyer profile, and examples of language you would be comfortable sending. A vague brief creates vague outreach, even when the writing is polished.

Start with one industry, one buyer role, and one problem. Review a small sample together: the prospect, the reason they fit, and the actual email. If the message feels interchangeable across companies, improve the audience or the research before increasing volume.

Judge conversations, not just activity

A long list of contacts and a large number of sends can look productive without creating useful pipeline. Review positive replies, meeting quality, and whether the accounts are actually a fit. Keep the definition of a qualified conversation explicit.

Your offer, timing, reputation, and market all affect outcomes. An AI SDR cannot guarantee meetings or revenue. It can remove repetitive work and make the execution more consistent.

Keep your team close to the relationship

Your team should own strategy, factual accuracy, commercial promises, and the live sales conversation. Decide when a person must step in before you launch.

The Kankoom approach begins with your business context, connects the outbound steps, and keeps the campaign visible for review. Explore the sample workflow to see how those pieces fit together.