AI Can Do Commission Automation. Should It Make the Decisions?
AI can calculate commissions, flag errors, and automate RevOps workflows. But should it make the final decision? Here’s where human judgment still matters.
How Revenue-Based Financing Changes Your Sales Quota Math
The real issue with quota planning under RBF is that two functions, finance and sales ops, are solving the same problem from different angles without sharing a spreadsheet.
Functions With AI vs. Human in Commission Management
Can AI fully replace human oversight in commission management? No, and not just for practical reasons. Knowing when to use AI (or not) is key.
The Quota Management Problem That Starts With Territory Design
A quota management system is the combination of processes, data, and technology an organization uses to allocate, track, and adjust sales targets across territories, teams, and individual reps. These 3 components make this system functional.
AI Can’t Fix Your Sales Quota. Here’s What It Can Do
AI can generate quota allocation models based on territory potential, historical performance, and capacity data. It cannot account for organizational politics, rep psychology, or structural fairness questions. A human still has to select, validate, and defend the final number.