Do I need all seven parts to see results?

Diagnosis, target, and operating rhythm are the non-negotiables. The others can lag by weeks, not quarters.

How long does the framework take to install?

Six to twelve weeks depending on the state of the data and the size of the team.

Can I adapt the framework to my stack?

The framework is stack-agnostic. Tooling is part four and is the most swappable piece.

What is the biggest risk to the framework?

Spraying generic sequences from an unwarmed domain and burning sender reputation — usually because a stakeholder shortcuts diagnosis to get to spend.

AI OutreachJul 202611 min read194 words

The AI SDR agents framework we install for every client

A repeatable, seven-part framework for running AI SDR agents as a system — the same one we use inside every Growth Broker engagement.

We have installed AI SDR agents inside more than fifty companies. This is the framework we reach for every time. AI SDR agents is software agents that prospect, qualify, and book meetings without a human in the loop, and the framework exists to keep that definition honest under real conditions.

Part one, diagnosis. Before you touch the model, name the constraint: finance, demand, access, or conversion. AI SDR agents applied to the wrong constraint is theatre.

Part two, target. Narrow to one industry, one role, one trigger. Every extra dimension halves conversion.

Part three, offer. What is the buyer's next step, and what makes it obvious? The offer, not the copy, is what carries.

Part four, engine. Tools, sequences, data. Buy the minimum you can operate; every extra tool is a future dependency.

Part five, operating rhythm. Monday plan, Friday review, weekly qualified meetings per $1k of AI spend per week. Nothing about the model is left to memory.

Parts six and seven, learning and allocation. What did we learn last week; where does next week's dollar go. Once those two loops are live, AI SDR agents compounds and the framework stops being visible.

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Frequently asked questions

AI Outreach — answered

Do I need all seven parts to see results?: Diagnosis, target, and operating rhythm are the non-negotiables. The others can lag by weeks, not quarters.
How long does the framework take to install?: Six to twelve weeks depending on the state of the data and the size of the team.
Can I adapt the framework to my stack?: The framework is stack-agnostic. Tooling is part four and is the most swappable piece.
What is the biggest risk to the framework?: Spraying generic sequences from an unwarmed domain and burning sender reputation — usually because a stakeholder shortcuts diagnosis to get to spend.

Growth Broker editorial

Filed under ai outreach

The AI SDR agents framework we install for every client

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