How a Series B SaaS Company Booked 3x More Enterprise Demos Without Adding SDR Headcount
LeadForge AI replaced 4 SDR seats and outperformed them within 60 days of deployment.
3.1x
Demo Volume Increase
vs. 4-person SDR team
$312k
Annual Cost Reduction
vs. 4 SDR salaries + benefits
94
Booked Meetings / Month
Up from 31 with human team
100%
Outreach Personalization
Every message research-backed
01 · The Problem
Four SDRs producing 31 booked demos per month at $384k in annual salary
The company had built a standard outbound motion: four SDRs working LinkedIn and cold email, producing roughly 31 booked discovery calls per month. At $96k average fully-loaded cost per SDR, that represented $384k annually for a function that was almost entirely research and message-sending.
The bigger problem was quality variance. Two of the four SDRs were top performers. The other two were hitting quota inconsistently. The pipeline was lumpy — two strong months, one weak one. The VP of Sales wanted more predictability.
Hiring a fifth SDR would not solve the consistency problem. And with Series B pressure to improve unit economics before the next round, adding headcount for a function that was mostly automatable was difficult to justify.
Symptoms Before Deployment
- 31 booked demos/month from a 4-person team at $384k annual cost
- High variance in output — top 2 reps produced 70% of meetings
- 4–5 hours/day per SDR on research and first-draft personalization
- CRM data quality poor — inconsistent logging across reps
- Follow-up sequences stopping at touch 2 or 3 despite evidence that touches 4–6 convert
02 · The Strategic Approach
Replace the research-and-outreach loop entirely; keep humans for discovery calls
Hiretecky deployed LeadForge AI integrated with the company's HubSpot CRM, LinkedIn, and Gmail. The agent handles the entire pre-meeting workflow: ICP-matched prospect research, personalized first-touch messages, multi-touch follow-up sequences, and meeting booking via Calendly — with all activity logged to HubSpot automatically.
The two top-performing human SDRs shifted to a "closer SDR" model — taking all booked calls and focusing on qualification rather than top-of-funnel generation. The other two SDR seats were not backfilled when those employees moved to other roles.
Week 1: ICP Definition & CRM Integration
Mapped the ideal customer profile — company size, tech stack signals, job posting patterns, funding stage. Connected HubSpot, LinkedIn Sales Navigator, and Gmail. Configured CRM sync to log every touch automatically.
Week 2: Sequence Build & Voice Training
Built 6-touch sequences for three ICP segments. Trained the agent on the company's brand voice using the top 20 highest-reply emails from the best-performing SDR.
Week 3: Supervised Launch
First 200 outreach messages reviewed by the VP of Sales before sending. Adjusted personalization depth and subject line approach based on early reply patterns.
Week 4+: Autonomous Operation & Scale
Enabled autonomous outreach at 150 net-new contacts per week. Expanded to 300/week at Day 45 as reply rates stabilized above target.
03 · The ROI
94 booked demos per month at $72k annual agent cost — vs. $384k for the human team
By Day 60, LeadForge AI was booking 94 demos per month — three times the output of the 4-person SDR team. The cost of the agent at Professional plan pricing is $72k annually, versus $384k for the SDR headcount it replaced.
The quality of booked meetings also improved. Because the agent researches every prospect and personalizes every message, the no-show rate dropped from 28% to 14% — meetings were better qualified before they hit the calendar.
| Metric | Before | After | Change |
|---|---|---|---|
| Booked demos per month | 31 | 94 | +203% |
| Annual cost (this function) | $384,000 | $72,000 | −81% |
| Cost per booked meeting | $1,032 | $64 | −94% |
| No-show / ghost rate | 28% | 14% | −50% |
| CRM data completeness | 61% | 99% | +62% |
| Time to productive output | 90 days (new hire ramp) | 3 weeks |
“I was the most skeptical person in the room when we started this. I've managed SDR teams for 12 years. After 60 days I had to admit the agent was outperforming every human rep we've ever hired — at a tenth of the cost. The personalization quality was the biggest surprise.”
VP of Sales · Series B B2B SaaS Company
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