// Glossary · sales

AI SDR

Also: AI Sales Development Rep · AI prospecting agent

An AI agent that handles SDR work end to end: sourcing, enrichment, personalization, sequencing, and follow-up until a prospect replies.

An AI SDR is a software agent that does the job of a Sales Development Rep without the salary, the ramp time, or the burnout cycle. It sources prospects against your ICP from Apollo, LinkedIn Sales Nav, Crunchbase, and intent platforms. It enriches each lead with funding events, hiring signals, job changes, and product launches from the last 30 days. It writes a personalized first touch against that enrichment. It runs the multi-touch sequence across email and LinkedIn. It handles follow-ups, soft nos, reschedules, and out-of-office bounces. It hands off only when a prospect replies positively, and the warm reply lands in your team inbox with the full enrichment context attached.

The output gap versus a human SDR is wide. A human sends 80 templated emails a day at a 1% reply rate and produces 2 qualified opportunities a month. An AI SDR sends 500 researched touches a day at a 4 to 5% reply rate and produces 20 to 40 warm replies a week. Same payroll line. The mechanic is not magic. It is research time per touch. A human cannot spend 5 minutes reading a prospect feed before writing each email when their daily quota is 80. An agent can, because the cost per minute of agent compute is near zero compared to human salary.

AI SDRs are the engine inside the AI Sales Department. When clients ask whether they should replace SDRs with AI entirely or layer agents on top of an existing team, the answer is almost always replace. Two human SDRs at $80K loaded each cost more than the retainer and produce less. The exception is large enterprise motions with named accounts where a senior rep manages the relationship and the agent does the research underneath. For the standard motion of researching, writing, and sending at volume, the AI SDR replaces the role rather than augmenting it. See also alternative to Apollo for clients comparing this to tool-only stacks.

// Examples
  • A B2B SaaS company runs one AI SDR generating 500 touches a day, replacing 4 human SDRs at $320K combined loaded cost.
  • A fintech operator sees 4.7% reply rate from AI SDR outbound versus 0.9% from the previous template-driven stack.
  • A funded marketplace gets 28 warm replies in week 3 of AI SDR operation, more than 6 months of prior human SDR output.
// Common questions
Is an AI SDR the same as buying a tool like Apollo or Outreach?
No. Apollo and Outreach are tools your human reps operate. An AI SDR is the rep itself, running on agents under our supervision. The output is warm conversations in your inbox, not features in a dashboard. The retainer line is fixed regardless of how many touches the agent sends that month.
Do AI SDR emails get flagged as spam?
Not when the research is real. Spam filters look at content patterns and reputation, not authorship. An email referencing a prospect actual LinkedIn post from last week behaves like a researched human email, because that is what it is. Templated outbound with a name token behaves like spam regardless of whether a human or an agent sent it.
What does the warm-reply handoff look like?
When a prospect replies positively, the conversation lands in your existing CRM or shared inbox already qualified. The agent attaches the enrichment context: company size, recent funding, hiring signals, the original angle that landed. Your human rep opens the reply with everything needed for an informed first response.
How fast does the AI SDR ramp?
Live in 14 days from kickoff. First touches go out around day 10. Warm replies typically start in week 2. Full cadence of 500 touches a day with 20 to 40 warm replies a week lands by week 4. No 6-month ramp like a human hire, no recruitment loop, no re-ramp if a rep leaves.
Can the AI SDR run alongside my existing human SDRs?
Yes. Common pattern is the agent runs cold outbound at volume while humans focus on warm replies, named accounts, and discovery calls. The human rep keeps the relationship work. The agent removes the grind that causes 6-month burnout cycles in the first place.
// Related terms
// Ready to ship?

EOI runs fractional AI departments for funded teams under 50. Sales, Content, Ops, Support. Live in 14 days on a monthly retainer.