AI Agents & Automation
Hyper-Personalization at Scale — Built by Agents, Not Templates
Outbound that reads like it was written by a person who did the research — because an AI agent actually did.
What Is AI Personalization?
AI personalization uses agents to draft outbound messages from real enrichment and intent signals — a specific detail about the company or trigger event — instead of a first-name and company-name merge field.
By the Numbers
Campaigns with advanced personalization see reply rates up to 18%, compared to roughly 9% for generic emails.
Source: Instantly, Cold Email Reply Rate Benchmarks 2026
Organizations embracing AI-driven personalization report 25% higher conversion rates and 30% larger deal sizes.
Source: r-sun.ai, AI-Driven B2B Sales 2026
Third-party industry figures, cited for context — not a guarantee of results for your specific business.
The Problem
Most "personalized" outbound is a first-name token and a company-name merge field. Buyers can tell. Reply rates on generic sequences keep dropping because everyone's using the same three templates with different logos.
What This Includes
Build Phase
- • Personalization agent architecture built on enrichment and intent data
- • Signal-to-message logic — what triggers what kind of personalization
- • Testing against a sample of your ICP before full rollout
Retainer Phase
- • AI agent stack for enrichment and personalization, maintained monthly
- • Message variants refined against reply and meeting-booked rates
- • Expanded to new channels as they prove out
How It Fits Into GTM·OS
Personalization here runs on the same data as lead enrichment and intent monitoring — it's not a separate AI tool bolted onto your sequences, it's the same signal layer writing the message.
Who This Is For
Built for B2B SaaS and tech companies between €1M and €30M ARR who've found product-market fit but don't have a senior GTM leader owning strategy and execution end-to-end.
The First 30–90 Days
We start with a GTM audit of your current outbound and its performance. Personalization architecture typically enters the Retainer Phase once enrichment and CRM foundations are in place from the Build Phase.
FAQ
Ready to talk?
20 minutes. No pitch. Just diagnosis. If there's a fit, we'll tell you exactly which package makes sense for your stage.