Agentic sales engine
SalesGenX
Your Outbound Sales Team, Run by AI Agents
An autonomous B2B outbound engine that runs go-to-market end to end. SalesGenX sources and researches prospects, writes genuinely human, on-brand cold emails, and passes every message through deterministic anti-spam and quality guards plus an adversarial reviewer before a single human persona sends — then it triages replies and books meetings, all under hard, human-set guardrails.
- AI agents
- Sales automation
- B2B outreach
- Agentic AI
- Go-to-market
overview
What it is
SalesGenX is an autonomous outbound sales engine: a team of AI agents that runs the full outreach loop — source, research, write, review, comply, send, reply, book — so a founder or a lean team can run enterprise-grade outbound without an SDR floor. It is supervised by design: every consequential step sits behind deterministic guardrails, a single human sending persona, and a hard kill-switch. We built it to run our own group's go-to-market — and it is the blueprint we use to turn any repetitive operation into safe, human-overseen AI agents.
capabilities
Key features
Autonomous Lead Sourcing & Research
Agents source target accounts and decision-makers, then research each one so every message is specific — not a mail-merge blast.
Human-Reading AI Copywriting
Short, on-brand cold emails written by AI that read like a person wrote them — every personalization fact cited from real source data, never invented.
Anti-AI-Tell & Deliverability Guards
Deterministic guards strip the tells that get AI email flagged, and a blind, fail-closed adversarial reviewer rejects anything off — so messages land in the inbox, not spam.
Compliance Built In
Per-region rules (CAN-SPAM, GDPR legitimate-interest, UK PECR, the Gulf) and a suppression list are enforced in code, never left to the model.
Reply Triage & Auto-Booking
Agents classify inbound replies and, on genuine interest, send your booking link — turning a reply into a meeting without a human watching the inbox.
Deterministic Brain & Kill-Switch
A deterministic orchestrator plans each day within hard, non-bypassable caps, with a human persona on every send and an always-on kill-switch. The model proposes; your rules decide.
why it matters
Benefits
- An entire outbound function that runs end to end — sourcing to booked meeting — without an SDR team.
- Emails that read human and stay out of spam, because anti-AI-tell guards and a blind reviewer gate every send.
- Compliance enforced in code, per region — not left to chance or to the model.
- Always under control: human-set caps, a single sending persona, and a kill-switch you can hit any time.
- Live proof we can turn a whole department into supervised AI agents — and the playbook to do it for yours.
in practice
Use cases
under the hood
Built with
- Claude (Sonnet) agents
- Python
- PostgreSQL
- Deterministic agent orchestration
- SMTP / IMAP email
- Cal.com booking
- Per-region compliance engine
the story
Problem, approach, outcome
- Problem
- Outbound sales doesn't scale without a floor of SDRs, and generic AI cold email gets ignored or flagged as spam.
- Approach
- We turned our own group's go-to-market into an autonomous outreach engine: agents source and research prospects, write human-reading, on-brand cold emails, and pass each one through deterministic anti-AI-tell guards, a blind adversarial reviewer, and per-region compliance before a single human persona sends — then agents triage replies and book meetings. A deterministic brain plans each day within hard, non-bypassable caps, with an always-on kill-switch.
- Outcome
- A complete outbound department that runs itself end to end — sourcing to booked meeting — with humans setting the guardrails. Live proof that we can turn a real operation into safe, supervised AI agents.
get in touch
Let's talk
Interested in SalesGenX, or want to see how it could fit your work? Email is the best way to reach TRAGenX — send us a note and we'll get back to you.