Start a Human-AI Commission Split Consultancy

1. 1

   Frame the new attribution question

   As AI agents do sourcing, qualifying, and even outreach, and humans handle relationship and closing, deals become shared work between people and software. That breaks traditional commission attribution, which assumes a human did the work. The new question is how to credit and pay when AI carried part of the deal. Owning this framing early is the opportunity.

2. 2

   Build credit-attribution frameworks

   Develop ways to attribute a deal's value across AI-performed and human-performed stages: what the AI contributed, what the human contributed, and how that maps to pay. This is genuinely new thinking; there is no settled standard. Rigorous, defensible frameworks are your intellectual product.

3. 3

   Keep humans motivated, not displaced-feeling

   If reps feel AI is stealing their commissions, morale and retention suffer. The consulting value is designing splits where humans stay motivated and fairly paid for what they uniquely add, while the company captures AI's leverage. Balancing fairness to people with the economics of AI is the core tension you help resolve.

4. 4

   Connect to plan design and outcomes

   Human-AI splits sit inside the broader commission plan and interact with outcome-based pricing and verification (see those cards here). Advise on how the split fits plan design, quotas, and how AI-driven outcomes are measured and credited. Coherence across the whole system is what makes the split work in practice.

5. 5

   Stay honest about uncertainty

   This is a frontier with no established answers, so intellectual honesty matters: present frameworks as reasoned starting points to test and iterate, not settled truth. Companies value a thoughtful guide through a new problem more than false certainty. Your credibility comes from rigor and candor about what is still being figured out.

6. 6

   Price as frontier advisory and build thought leadership

   Charge project and retainer fees for designing hybrid comp, and build authority by publishing on this emerging problem. Being an early recognized voice on human-AI commission design attracts the companies now facing it. As hybrid sales teams spread, demand for this specific expertise grows.

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