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  1. Arguing Agile: Product Management, Business Leadership, & Org Design
  2. AA260 - How Outcome-Based Goals Become a Permission Slip for Evil
AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design · Jun 3, 2026

Outcome-based goals, while better than outputs, can become a permission slip for evil. Learn to set goals without sacrificing ethics.

Cultures Obsessed with "Hitting the Numbers" Make Honesty a Liability

When hitting a target is the only path to reward, truth becomes the first casualty. Individuals feel pressure to fabricate data, cherry-pick metrics, and hide negative findings to achieve their goals. The system begins to actively reward dishonesty and punish transparency.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Vet Product Goals Using the "Newspaper Test" as a Simple Ethical Filter

Before committing to an outcome, teams should ask: "If we achieved this number via methods I'd be embarrassed to see in a news headline, is it a worthy goal?" This simple thought experiment acts as a powerful, practical guardrail against unethical tactics.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Focused Goals Create "Mental Blinders" That Obscure Ethical Issues

Intensely focusing on a specific goal can narrow a team's cognitive field, functioning as "mental blinders." Like the "invisible gorilla" experiment, this causes them to miss peripheral information, including the ethical implications of their actions, because it's not part of the primary goal.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Outcome-Based Goals Inadvertently Sanction Unethical Corporate Behavior

When teams are singularly focused on hitting a number (e.g., engagement, account openings), they may rationalize unethical methods, as seen with Facebook's platform issues and Wells Fargo's fraudulent accounts. The relentless pursuit of a metric can justify evil outcomes.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Augment OKRs with Explicit "Red Lines" to Prevent Negative Consequences

To make outcome goals safer, supplement each objective with explicit constraints or "red lines." For example, pair "Increase signups by 20%" with "without increasing new user support tickets by more than 5%." This builds ethical and operational guardrails directly into the goal itself.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

A Stakeholder Outcome Map Reveals a Product's Hidden Trade-Offs

Instead of focusing only on the product's outcome, map the potential gains and losses for every affected stakeholder group (users, employees, society). Any stakeholder group with a potential "loss" entry should trigger the creation of a corresponding constraint or guardrail for the primary goal.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Use Cybersecurity's "Red Teaming" Concept to Proactively Game Your Own Goals

Just as cybersecurity teams use "red teams" to find system vulnerabilities, organizations should assign individuals a role to discover how key metrics can be manipulated. This exposes weaknesses in the goal-setting system before they are exploited unethically for personal or team gain.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Citing Google's Use of OKRs Is a "Credential Parade" Stifling Improvement

The argument "it works for Google" is often used to shut down critiques of frameworks like OKRs. This appeal to authority—a "credential parade"—prevents companies from adding necessary guardrails or tailoring the system to their unique ethical and business context, promoting risky cargo-culting over critical thinking.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago

Blaming Bad Actors Ignores How Goal-Setting Systems Incentivize Unethical Behavior

The excuse that "it's the people, not the framework" is a dangerous platitude. The system doesn't need to hire evil people; it just needs good people operating within a system of bad incentives. Unchecked, outcome-driven goals can compel anyone to make poor ethical choices.

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil thumbnail

AA260 - How Outcome-Based Goals Become a Permission Slip for Evil

Arguing Agile: Product Management, Business Leadership, & Org Design·2 days ago