// Department · Sales

A fractional AI sales department, live in 14 days.

Source, enrich, personalize, sequence, and hand off. Five hundred truly personalized touches a day. One monthly retainer, smaller than a single SDR salary, replaces 4 to 8 reps. Your team only sees the warm replies.

// The problem

Two SDRs, 80 emails a day, 1% reply rates.

That is the default sales motion for ninety percent of funded teams under fifty, and it is not a sales motion. It is a unit economics problem dressed up in HubSpot. Two reps send sixteen hundred emails a month each. Sixteen replies each, if a one percent reply rate is honest, which it usually is not because half of those replies are out-of-office. So eight real replies. Of those, maybe two turn into discovery calls. Of those, maybe one becomes a qualified opportunity.

Two reps gives you two qualified opportunities a month from outbound. Your reps cost you eighty thousand a year fully loaded plus tools plus management. You are paying forty thousand per qualified opportunity, before sales engineering, before discounting, before the loss column. Then the rep burns out at month six and you start the search over. Recruiting fees, ramp time, lost momentum. Total cost per opportunity is closer to seventy thousand by the time you replace them.

Founders see this number once and run sales themselves for the next quarter, which is worse. We wrote about this trap in detail in The 80-Email SDR Trap. The short version: the bottleneck is not the prospects, it is the labor required to research and personalize at the volume that actually works.

// Why department, not tool

A tool is one more thing your team does not have time to use.

Most AI sales products today are tools. You buy a license, your reps use it, the value is bounded by how much time the reps have to use it. The tool does not run the function. Your people still do. A department is different. A department has hours, deliverables, a queue, an output. When you hire a sales department, you do not also have to manage individual reps every morning. You set the target and the department gets it done.

That distinction matters because the unit economics are inverted. With tools, every output costs your team time on top of the license fee. With a department, every output costs the same fixed monthly retainer regardless of volume. Five hundred touches a day or fifty. Same number on the invoice. The math only works when AI agents do the actual work, end to end, under operator supervision. That is what makes a department real. Not the brand on the agent. The fact that you are not in the loop on every email.

// The engine

Five things the AI Sales Department does continuously.

Not "ChatGPT writes my emails." A senior SDR with infinite research time, executed by agents under our supervision.

01

Source

Agents continuously pull prospects from your defined ICP. Apollo, LinkedIn Sales Navigator, Crunchbase, RB2B intent data, niche databases for your vertical. You set the criteria once. The list refreshes every morning.

02

Enrich

For every lead, agents pull recent activity. Hiring signals, funding events, job changes, product launches, tech stack changes, podcast appearances. Anything that gives the email a real reason to exist.

03

Personalize

Each email is written from scratch against the enrichment. Not tokens dropped into a template. The first sentence references something the prospect actually did last week. The pitch frames around their specific stack.

04

Sequence

Multi-touch across email, LinkedIn, and where relevant voice. The agents adapt the sequence based on engagement. A prospect who opened twice gets a different follow-up than a cold one. Negative replies stop the sequence cleanly.

05

Hand off

When someone replies positively, the conversation lands in your team inbox already qualified. Your reps spend their morning on three warm replies, not chasing a hundred cold ones. The handoff includes the full enrichment context, so the first reply from your side is informed.

// The math

Two-rep outbound vs fractional AI department.

Same input dollars, completely different output. Numbers are honest. You can rebuild them with your CRM in an afternoon.

500
Personalized touches per day
vs 80 from a human SDR
4 to 5%
Reply rate
vs 1% on templated outbound
20 to 40
Warm conversations per week
vs 2 per month per rep
14
Days to live
vs 6-month SDR ramp
// Side by side

Hiring two SDRs vs running a fractional AI Sales Department.

Both run a year. Both target the same ICP. Honest comparison, no rigging the numbers.

Hire 2 SDRs
  • $160K loaded salary (2 reps)
  • + tools, management, ramp
  • 6-month ramp to full output
  • 160 outbound emails per day (combined)
  • ~1% reply rate on templated outbound
  • 2 qualified opportunities per month
  • Burnout cycle at month 6
  • Quality drops as volume rises
AI Sales Department
  • Single monthly retainer, smaller than one rep
  • Tools and management included
  • Live in 14 days, full output by week four
  • 500 personalized touches per day
  • 4 to 5% reply rate with real personalization
  • 20 to 40 warm conversations per week
  • No burnout. No re-hire. No re-ramp.
  • Quality is the input to the system
// The 14-day sprint

From kickoff call to live department in two weeks.

Step 01

Days 1 to 3 · Audit

We map your current sales motion, your tools, your data, your ICP. We figure out what the agents need access to, what the boundaries of their authority should be, and what your warm-reply handoff workflow looks like.

Step 02

Days 4 to 10 · Build

Agents get configured against your CRM, your sales sequences, your knowledge base. Voice training against your existing replies. ICP filters dialed in. Escalation rules where they matter.

Step 03

Days 11 to 14 · Live

Handoff and live operation. We run alongside you for the first two weeks while the queue ramps. By week four the department is operating without you in every decision.

// Inside the week

What the week looks like in production.

Monday: agents review the previous week reply data. What angle landed, what fell flat, what segment is underperforming. They surface a one-paragraph recap for you. You spend ten minutes reading and approving the angle adjustments for the week.

Tuesday through Friday: five hundred outbound touches per day, distributed across the prioritized prospect list. The agents handle every follow-up, every reschedule, every soft no. Your reps spend their morning on the warm reply queue. Their afternoon is calls. Their week is conversations, not list-building.

By Friday, you have between twenty and forty new qualified conversations in the pipeline. Compare to the two-per-month, two-rep human SDR motion. The unit economics are not in the same universe anymore.

Excellent communication and top-notch quality of service. EOI has been a choice to accelerate our company, not only on a technical level, but also business-wise and creatively. If you need anyone to do your AI workflows, these guys are the experts.
Gregory Benjamins
CEO · Green Collective
// Pricing

Single monthly retainer. No hidden tool stack.

Monthly retainer · 14-day kickoff

Smaller than a single full-time SDR salary, fully loaded. Replaces 4 to 8 hires inside the sales function.

  • Sourcing + enrichment + personalization across email and LinkedIn
  • 500 personalized touches per day, in your voice
  • Live performance dashboard with reply attribution by angle
  • Warm-reply handoff into your existing CRM with full context
  • Weekly angle review and quarterly ICP refresh
  • Direct line to the operator running your department
Apply for a sprint
// Further reading

For the full breakdown of why the 80-email-per-day SDR motion is structurally broken and what shipping volume looks like with AI doing the touches, read The 80-Email SDR Trap.

Read the breakdown
// FAQ

The questions founders ask before they apply.

01How is an AI Sales Department different from buying a tool like Apollo or Outreach?
A tool is a license your reps still have to operate. An AI Sales Department is a function we operate for you on a monthly retainer. The output is warm conversations in your inbox, not features in a dashboard. Same monthly invoice whether the department ships 100 touches a day or 500.
02Are AI-written cold emails considered spam?
The line is research quality, not authorship. An agent that read a prospect last three LinkedIn posts and references their actual product is not spam. A boilerplate template with a name token is. Our reply rates run 4 to 5%, four to five times the industry average, because every email is researched before it is sent.
03What deliverability protection do you have in place?
Warm-up across multiple sending domains, daily volume caps per inbox, real-time spam-trap monitoring, automatic pause if reply rate or bounce rate slips. We treat deliverability as an operating constraint, not a setting. Your primary domain stays clean.
04How long until I see warm replies?
First batches go live around day 10 to 14. Warm replies typically start by week 2. By week 4 the queue is at full cadence, which is 20 to 40 qualified conversations per week depending on ICP density.
05Will the emails sound like a robot?
No. We train the writing model on your existing best-performing replies and outbound, plus your founder voice. The first sentence is personalized to that prospect, the body is structured around your actual offer. Buyers reply because the content is useful, not because they think a human wrote it.
06What size company is this for?
Funded teams between 10 and 50 employees. Series A is the sweet spot, but pre-seed with revenue and post-A teams up to about $20M ARR work too. If you have fewer than two SDRs or already have a 10-person SDR team, the math is less compelling.
07Does this work for sales motions outside of SaaS?
Yes. The agents are configured per vertical. We run AI Sales Departments for SaaS, fintech, services firms, marketplaces, agencies, and hardware. The mechanism is the same. The ICP, enrichment sources, and sequencing change per vertical.
08What happens if it does not work?
Monthly retainer, cancel any time after the first 60 days. We invest the upfront work because if the department is not producing warm conversations in your inbox by week 6, the engagement is not viable and we both move on.
// From the notes
// Also worth a look
// Ready to ship this?

Start a AI Sales Department sprint. 14 days from kickoff.

Apply in 7 questions. EOI reviews every application within 24 hours.