Autonomous AgentsArchitecture Showcase

The Autonomous SDR Agent

Outbound at scale. Zero manual research.

What if your best SDR never slept, never had a bad day, and could research 50 accounts before your team finishes their morning coffee? I built that agent. It's running on a Mac Mini in my home office. This is where outbound sales is headed — and I can show you exactly how it works.

50
Accounts researched per run
12 min
Full run time
0
Human hours required
24/7
Operational availability
Agent Architecture
01
01
Receive Target List

ICP definition or account list triggers the agent. Can be a CSV, CRM segment, or natural language description.

02
02
Account Research

Agent researches each account: company overview, recent news, tech stack signals, financial context, and strategic priorities.

03
03
Stakeholder Mapping

Identifies likely decision-makers and champions by role, seniority, and tenure. Prioritizes by ICP fit score.

04
04
Sequence Generation

Drafts a personalized 5-touch email + LinkedIn sequence for each target. Tailored to account context, not templates.

05
05
CRM Logging

All outputs logged to Google Sheets or CRM automatically. Full audit trail with timestamps and confidence scores.

06
06
Scheduled Execution

Runs on a schedule — daily, weekly, or triggered by events. No human intervention required.

Sample Agent Outputs
Acme Corp
Sarah Chen, VP Revenue Ops
ICP Fit Score
87
Subject Line
Your Q1 forecast gap — a different approach
Personalized Opener
“Sarah — saw Acme's expansion into the Southeast and noticed you brought on 3 new AE territories in Q4. The forecast complexity that creates is exactly what we help companies like yours solve. Worth 20 minutes?”
Velocity Inc
Marcus Webb, CRO
ICP Fit Score
94
Subject Line
DocuSign went from 41% to 68% multi-product — here's how
Personalized Opener
“Marcus — I led the multi-product motion at DocuSign that moved attach rate from 41% to 68% in 18 months. I noticed Velocity launched two new product lines this year. The GTM coordination challenge is real. I have a playbook that might be relevant.”
NexaHQ
Priya Nair, VP Sales
ICP Fit Score
91
Subject Line
Re: Series B → scaling your sales motion
Personalized Opener
“Priya — congrats on the Series B close. The next 90 days are where most companies either nail the scale or create tech debt in their GTM. I've been through this transition at 4 companies. Happy to share what actually works.”
Built With
Claude Opus (reasoning)OpenClaw (orchestration)Web Search APIGoogle Sheets APIMac Mini (always-on)Cron scheduling

Want to bring this to your team?

I can design and deploy a custom autonomous prospecting agent for your specific ICP, messaging, and tech stack.

Let's Talk