No thought leadership for its own sake. We write about what we see in the field: what breaks, what works, and what's changing.




Five conditions decide an ICM rollout's fate before the contract is signed. A practitioner's taxonomy of why Varicent, Xactly, and CaptivateIQ rollouts go sideways, with a self-test for each.

What customer-side SPM implementation actually costs. 42 weeks of senior bandwidth, ~$70K of opportunity cost — and the math for the build-path alternative.

Which states pay HR Managers and HR Specialists the most? Bureau of Labor Statistics data reveals the real numbers.

An auto distribution case study, eight weeks, and the math behind the unbundled SPM stack.

The latest JOLTS data shows hiring at its lowest since April 2020. Here's what compensation and HR teams should do about it.

The real software developer salary in 2026 from Bureau of Labor Statistics data. P10-P90 range, top-paying states, and why self-reported numbers mislead.

Self-reported salary data has structural biases that distort your compensation decisions. Here's how BLS employer-reported data gives you a more accurate picture.

Beyond Revenue: Why Gross Margin is the Key KPI for Sales Compensation

How to Fix Sales Quotas: Measure Gross Margin Attainment, Not Just Revenue
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There are a few reasons why using Excel to communicate payout reports to sales team members may not be the best approach.
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Getting incentive compensation right drives retention, team performance, and customer outcomes. Often the single most impactful change you can make.
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Optimize Your SPM System with These Key Best Practices
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Setting targets for a sales team can be a challenging task, as it requires balancing the need to set ambitious goals with the need to ensure that they are achievable.
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How automation removes the manual work from payout cycles and what that means for your reps.
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Maximize sales performance with our blog's 10 best practices for configuring and supporting Sales Performance Management (SPM) tools.

Discover how the integration of Python with Excel is transforming Sales Operations
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A Strategic Guide to Best Practices
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Why payout validation is the unglamorous work that saves your comp plan's credibility.
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How to manage SPM configuration changes without disrupting live payout cycles. Practical steps from the field.

Explore our guide on Optymyze SPM configuration
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Uncover the world of Sales Compensation Administrators: Key insights and humorous tales from behind the sales scenes.

Dive into the art of sales compensation, balancing competitiveness, fairness, and motivation for peak performance.

Explore 8 key lessons in sales compensation management with Falcon Incentives for error-free, efficient payouts.

Sales success is just the start: Watch the ripple effect of powerful incentives

Master Optymyze with Ease: 10 Beginner Tips to Skyrocket Sales Performance Management

The 13 tasks Sales Comp admins own beyond running calculations, and why each one matters.

10 Optymyze configuration decisions that most teams get wrong on first setup.

Balancing motivation and well-being for peak team performance

Sales Operations is your team's hidden superpower. Learn from Falcon Incentives

Which metrics actually predict sales attainment and which ones just look good on a dashboard.

Exploring the impact of incentive structures in cricket on sales operations strategies.

Unveiling the Truth: Excel's Strengths and Weaknesses for Sales Compensation

What happens when sales ops and incentive comp are designed together instead of bolted together.

Discover why clinging to outdated incentive plans could be costing your business more than just money.

Discover strategies to avoid the sunken cost fallacy and optimize your incentive programs for success.
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